{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T16:08:10Z","timestamp":1784131690678,"version":"3.55.0"},"reference-count":246,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2025,12,11]],"date-time":"2025-12-11T00:00:00Z","timestamp":1765411200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T00:00:00Z","timestamp":1768348800000},"content-version":"vor","delay-in-days":34,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Artif Intell Rev"],"DOI":"10.1007\/s10462-025-11449-7","type":"journal-article","created":{"date-parts":[[2025,12,11]],"date-time":"2025-12-11T04:45:54Z","timestamp":1765428354000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Flight into the future: a holistic review of AI-trends, vision, and challenges in drones technology"],"prefix":"10.1007","volume":"59","author":[{"given":"Shakeel","family":"Ahmad","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rahiel","family":"Ahmad","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ahmad Sami","family":"Al-Shamayleh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Divya","family":"Nimma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Muhammad","family":"Zaman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nikola","family":"Ivkovi\u0107","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Korhan","family":"Cengiz","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adnan","family":"Akhunzada","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ehtisham","family":"Haider","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,12,11]]},"reference":[{"issue":"11","key":"11449_CR1","doi-asserted-by":"crossref","first-page":"7153","DOI":"10.1109\/TWC.2020.3008568","volume":"19","author":"O Abbasi","year":"2020","unstructured":"Abbasi O, Yanikomeroglu H, Ebrahimi A, Yamchi NM (2020) Trajectory design and power allocation for drone-assisted NR-V2X network with dynamic NOMA\/OMA. IEEE Trans Wireless Commun 19(11):7153\u20137168","journal-title":"IEEE Trans Wireless Commun"},{"key":"11449_CR2","doi-asserted-by":"crossref","first-page":"2065","DOI":"10.1109\/OJCOMS.2024.3462503","volume":"6","author":"S Ahmad","year":"2024","unstructured":"Ahmad S, Zaman M, Al-Shamayleh AS, Ahmad R, Abdulhamid SM, Ergen I, Akhunzada A (2024) Across the spectrum in-depth review AI-based models for phishing detection. IEEE Open J Commun Soc 6:2065\u20132089","journal-title":"IEEE Open J Commun Soc"},{"key":"11449_CR4","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2024.109609","volume":"119","author":"A Akhunzada","year":"2024","unstructured":"Akhunzada A, Al-Shamayleh AS, Zeadally S, Almogren A, Abu-Shareha AA (2024) Design and performance of an AI-enabled threat intelligence framework for IoT-enabled autonomous vehicles. Comput Electr Eng 119:109609. https:\/\/doi.org\/10.1016\/j.compeleceng.2024.109609","journal-title":"Comput Electr Eng"},{"key":"11449_CR5","doi-asserted-by":"publisher","unstructured":"Al\u00a0Hammadi M, Almesafri N, Zafar S et al (2023) Design and analytical analyses of eVTOL UAV performance calculator for power and energy. In: RAST 2023 Conference. https:\/\/doi.org\/10.1109\/rast57548.2023.10197663","DOI":"10.1109\/rast57548.2023.10197663"},{"key":"11449_CR6","doi-asserted-by":"publisher","unstructured":"Al\u00a0Hammadi M, Almesafri N, Zafar S, Santos G (2023) Design and analytical analyses of evtol uav performance calculator for power and energy. In: Proceedings of the 2023 10th international conference on recent advances in air and space technologies (RAST). https:\/\/doi.org\/10.1109\/RAST57548.2023.10197663","DOI":"10.1109\/RAST57548.2023.10197663"},{"key":"11449_CR7","doi-asserted-by":"publisher","DOI":"10.21527\/2176-6622.2024.62.15868","volume":"62","author":"D Al\u00e9cio","year":"2024","unstructured":"Al\u00e9cio D, \u00c1vila G (2024) O c\u00e9u \u00e9 o limite?\u2019\u2019 drones na seguran\u00e7a p\u00fablica, novas dimens\u00f5es de vigil\u00e2ncia e impactos nos direitos fundamentais da personalidade. Direito em Debate 62:15868. https:\/\/doi.org\/10.21527\/2176-6622.2024.62.15868","journal-title":"Direito em Debate"},{"key":"11449_CR8","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1007\/s11276-020-02447-4","volume":"27","author":"A Amphawan","year":"2021","unstructured":"Amphawan A, Chaudhary S, Neo T-K, Kakavand M, Dabbagh M (2021) Radio-over-free space optical space division multiplexing system using 3-core photonic crystal fiber mode group multiplexers. Wireless Netw 27:211\u2013225","journal-title":"Wireless Netw"},{"key":"11449_CR9","doi-asserted-by":"publisher","unstructured":"Anastasov JA, Cvetkovi\u0107 AM, Panajotovi\u0107 AS, et al (2023) Physical layer security for UAV-assisted IoT data collection in the presence of an aerial eavesdropper. In: Proceedings of the 16th international conference on advanced technologies, systems and services in telecommunications (TELSIKS). https:\/\/doi.org\/10.1109\/TELSIKS57806.2023.10316127","DOI":"10.1109\/TELSIKS57806.2023.10316127"},{"key":"11449_CR10","doi-asserted-by":"publisher","unstructured":"Anonymous (2022) A survey of coverage issues in UAV networks. In: Proceedings of the international conference on advanced communication technology (ICACT). https:\/\/doi.org\/10.23919\/icact53585.2022.9728976","DOI":"10.23919\/icact53585.2022.9728976"},{"key":"11449_CR11","doi-asserted-by":"publisher","unstructured":"Anonymous (2024) Protecci\u00f3n de los derechos de privacidad frente al uso de drones. Dilemas Contempor\u00e1neos Educaci\u00f3n, Pol\u00edtica y Valores. https:\/\/doi.org\/10.46377\/dilemas.v12i.4496","DOI":"10.46377\/dilemas.v12i.4496"},{"key":"11449_CR12","doi-asserted-by":"publisher","unstructured":"Anonymous (2025) Derecho a la privacidad frente al uso de drones como mecanismo de seguridad propuesto en el ecuador. KAIR\u00d3S, Revista de Ciencias Econ\u00f3micas, Jur\u00eddicas y Administrativas. https:\/\/doi.org\/10.37135\/kai.03.14.07","DOI":"10.37135\/kai.03.14.07"},{"issue":"5","key":"11449_CR13","doi-asserted-by":"crossref","first-page":"8958","DOI":"10.1109\/JIOT.2019.2925567","volume":"6","author":"MY Arafat","year":"2019","unstructured":"Arafat MY, Moh S (2019) Localization and clustering based on swarm intelligence in UAV networks for emergency communications. IEEE Internet Things J 6(5):8958\u20138976","journal-title":"IEEE Internet Things J"},{"key":"11449_CR14","doi-asserted-by":"crossref","first-page":"99694","DOI":"10.1109\/ACCESS.2019.2930813","volume":"7","author":"MY Arafat","year":"2019","unstructured":"Arafat MY, Moh S (2019) Routing protocols for unmanned aerial vehicle networks a survey. IEEE Access 7:99694\u201399720","journal-title":"IEEE Access"},{"key":"11449_CR15","doi-asserted-by":"publisher","unstructured":"Arslan H, Furqan HM (2022) Physical layer security for wireless sensing and communication. Inst Eng Technol (IET). https:\/\/doi.org\/10.1049\/pbse018e","DOI":"10.1049\/pbse018e"},{"key":"11449_CR16","doi-asserted-by":"publisher","first-page":"7786","DOI":"10.1109\/ACCESS.2023.3349208","volume":"12","author":"MK Banafaa","year":"2024","unstructured":"Banafaa MK, Pepeoglu o, Shayea I, Alhammadi A, Shamsan ZA, Razaz MA, Alsagabi M, Al-Sowayan S (2024) A comprehensive survey on 5g-and-beyond networks with UAVs applications, emerging technologies, regulatory aspects, research trends and challenges. IEEE Access 12:7786\u20137826. https:\/\/doi.org\/10.1109\/ACCESS.2023.3349208","journal-title":"IEEE Access"},{"issue":"3","key":"11449_CR17","first-page":"936","volume":"8","author":"A Bansal","year":"2022","unstructured":"Bansal A, Agrawal N, Singh K (2022) Rate-splitting multiple access for UAV-based RIS-enabled interference-limited vehicular communication system. IEEE Trans Intell Transp Syst 8(3):936\u2013948","journal-title":"IEEE Trans Intell Transp Syst"},{"key":"11449_CR18","doi-asserted-by":"crossref","unstructured":"Bellingham J, Tillerson M, Richards A, How JP (2003) Multitask allocation and path planning for cooperating UAVs. Springer, Boston","DOI":"10.1007\/978-1-4757-3758-5_2"},{"key":"11449_CR19","doi-asserted-by":"crossref","first-page":"1559","DOI":"10.1007\/s13369-021-05932-w","volume":"47","author":"S Ben Aissa","year":"2021","unstructured":"Ben Aissa S, Ben Letaifa A (2021) Uav communications with machine learning challenges, applications and open issues. Arab J Sci Eng 47:1559\u20131579","journal-title":"Arab J Sci Eng"},{"key":"11449_CR20","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2023.104391","author":"A Berke","year":"2023","unstructured":"Berke A, Ding G, Chin CR et al (2023) Drone delivery and the value of customer privacy a discrete choice experiment with U.S. consumers. Transp Res C Emerg Technol. https:\/\/doi.org\/10.1016\/j.trc.2023.104391","journal-title":"Transp Res C Emerg Technol"},{"key":"11449_CR21","doi-asserted-by":"crossref","first-page":"5170","DOI":"10.3390\/s19235170","volume":"19","author":"PS Bithas","year":"2019","unstructured":"Bithas PS, Michailidis ET, Nomikos N, Vouyioukas D, Kanatas AG (2019) A survey on machine-learning techniques for UAV-based communications. Sensors 19:5170","journal-title":"Sensors"},{"key":"11449_CR22","doi-asserted-by":"crossref","first-page":"5135","DOI":"10.1109\/TCOMM.2020.2992040","volume":"68","author":"PS Bithas","year":"2020","unstructured":"Bithas PS, Nikolaidis V, Kanatas AG, Karagiannidis GK (2020) Uav-to-ground communications channel modeling and UAV selection. IEEE Trans Commun 68:5135\u20135144","journal-title":"IEEE Trans Commun"},{"key":"11449_CR23","doi-asserted-by":"crossref","DOI":"10.1016\/j.enconman.2021.113987","volume":"236","author":"MN Boukoberine","year":"2021","unstructured":"Boukoberine MN, Zia MF, Benbouzid M, Zhou Z, Donateo T (2021) Hybrid fuel cell powered drones energy management strategy improvement and hydrogen saving using real flight test data. Energy Convers Manage 236:113987","journal-title":"Energy Convers Manage"},{"key":"11449_CR24","doi-asserted-by":"publisher","unstructured":"Bruce PG, et al (2023) Recent advances in lithium-sulfur batteries. Nat Mater. https:\/\/doi.org\/10.1038\/s41563-023-01559-5","DOI":"10.1038\/s41563-023-01559-5"},{"issue":"1","key":"11449_CR25","doi-asserted-by":"crossref","DOI":"10.3390\/drones3010004","volume":"3","author":"TM Cabreira","year":"2019","unstructured":"Cabreira TM, Brisolara LB, Ferreira PR (2019) Survey on coverage path planning with autonomous vehicles. Drones 3(1):4","journal-title":"Drones"},{"key":"11449_CR26","doi-asserted-by":"crossref","first-page":"1972","DOI":"10.1109\/JSAC.2018.2864424","volume":"36","author":"Y Cai","year":"2018","unstructured":"Cai Y, Cui F, Shi Q, Zhao M, Li GY (2018) Dual-UAV-enabled secure communications joint trajectory design and user scheduling. IEEE J Sel Areas Commun 36:1972\u20131985","journal-title":"IEEE J Sel Areas Commun"},{"key":"11449_CR27","unstructured":"California Legislative Information (2020) California Consumer Privacy Act (CCPA). State of California"},{"key":"11449_CR29","doi-asserted-by":"crossref","unstructured":"Challita U, Ferdowsi A, Chen M, Saad W (2018) Artificial intelligence for wireless connectivity and security of cellular-connected UAVs. arXiv preprint arXiv:1804.05348","DOI":"10.1109\/MWC.2018.1800155"},{"key":"11449_CR30","unstructured":"Challita U, Saad W, Bettstetter C (2018) Cellular-connected UAVs over 5G Deep reinforcement learning for interference management. arXiv preprint arXiv:1801.05500"},{"key":"11449_CR28","doi-asserted-by":"crossref","first-page":"2125","DOI":"10.1109\/TWC.2019.2900035","volume":"18","author":"U Challita","year":"2019","unstructured":"Challita U, Saad W, Bettstetter C (2019) Interference management for cellular-connected UAVs a deep reinforcement learning approach. IEEE Trans Wireless Commun 18:2125\u20132140","journal-title":"IEEE Trans Wireless Commun"},{"key":"11449_CR31","doi-asserted-by":"crossref","unstructured":"Chang V, Chundury P, Chetty M (2017) Spiders in the sky user perceptions of drones, privacy, and security. In: Proceedings of the 2017 CHI conference on human factors in computing systems, Denver. pp. 6765\u20136776","DOI":"10.1145\/3025453.3025632"},{"key":"11449_CR34","doi-asserted-by":"crossref","unstructured":"Chen Q, He C, Bai L, Zhang X (2018) A novel SDMA uplink method based on time-modulated array for UAV communications. In: Proceedings of the IEEE international conference on communication systems (ICCS), Chengdu, pp. 19\u201324","DOI":"10.1109\/ICCS.2018.8689223"},{"key":"11449_CR33","doi-asserted-by":"crossref","first-page":"70","DOI":"10.23919\/JCC.2021.01.007","volume":"18","author":"J Chen","year":"2021","unstructured":"Chen J, Chen P, Wu Q, Xu Y, Qi N, Fang T (2021) A game-theoretic perspective on resource management for large-scale UAV communication networks. China Commun 18:70\u201387","journal-title":"China Commun"},{"key":"11449_CR32","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3142178","author":"H Chen","year":"2022","unstructured":"Chen H et al (2022) PPO-based real-time path planning for UAV navigation. IEEE Access. https:\/\/doi.org\/10.1109\/ACCESS.2022.3142178","journal-title":"IEEE Access"},{"key":"11449_CR36","doi-asserted-by":"crossref","unstructured":"Chen Y, Zhang H, Xu M (2022) The coverage problem in UAV network a survey. In: Proceedings of the IEEE fifth international conference on computing, communications and networking technologies (ICCCNT), Kharagpur, pp. 1\u20135","DOI":"10.1109\/ICCCNT.2014.6963085"},{"key":"11449_CR35","doi-asserted-by":"publisher","unstructured":"Chen Y, Liu G, Zhang Z et al (2023) Improving physical layer security for multi-UAV systems against hybrid wireless attacks. IEEE Trans Vehicular Technol 72(2). https:\/\/doi.org\/10.1109\/TVT.2023.3337154","DOI":"10.1109\/TVT.2023.3337154"},{"key":"11449_CR37","volume":"194","author":"SM Cho","year":"2021","unstructured":"Cho SM, Kim C, Kim KS, Kim DK (2021) Lightweight hydrogen storage cylinder for fuel cell propulsion systems to be applied in drones. Int J Press Vessels Pip 194:104428","journal-title":"Int J Press Vessels Pip"},{"key":"11449_CR38","unstructured":"Civil Aviation Authority of Singapore (2023) Unmanned Aircraft Regulations. Available at https:\/\/www.caas.gov.sg\/"},{"key":"11449_CR39","doi-asserted-by":"publisher","DOI":"10.1016\/j.clsr.2014.03.007","author":"R Clarke","year":"2014","unstructured":"Clarke R, Bennett\u00a0Moses L (2014) The regulation of civilian drones impacts on public safety. Computer Law & Security Review. https:\/\/doi.org\/10.1016\/j.clsr.2014.03.007","journal-title":"Computer Law & Security Review"},{"key":"11449_CR40","doi-asserted-by":"crossref","first-page":"495","DOI":"10.1007\/s10846-011-9564-6","volume":"65","author":"R Conde","year":"2012","unstructured":"Conde R, Alejo D, Cobano JA, Viguria A, Ollero A (2012) Conflict detection and resolution method for cooperating autonomous vehicles. J Intell Robot Syst 65:495\u2013505","journal-title":"J Intell Robot Syst"},{"issue":"7","key":"11449_CR41","doi-asserted-by":"crossref","first-page":"4980","DOI":"10.1109\/TCOMM.2019.2910263","volume":"67","author":"F Cui","year":"2019","unstructured":"Cui F, Cai Y, Qin Z, Zhao M, Li GY (2019) Multiple access for mobile-UAV enabled networks joint trajectory design and resource allocation. IEEE Trans Commun 67(7):4980\u20134994","journal-title":"IEEE Trans Commun"},{"key":"11449_CR42","doi-asserted-by":"crossref","first-page":"61786","DOI":"10.1109\/ACCESS.2019.2916004","volume":"7","author":"F Dai","year":"2019","unstructured":"Dai F, Chen M, Wei X, Wang H (2019) Swarm intelligence-inspired autonomous flocking control in UAV networks. IEEE Access 7:61786\u201361796","journal-title":"IEEE Access"},{"issue":"21","key":"11449_CR43","doi-asserted-by":"publisher","first-page":"4019","DOI":"10.3390\/rs16214019","volume":"16","author":"D Debnath","year":"2024","unstructured":"Debnath D, Vanegas F, Sandino J, Hawary AF, Gonzalez F (2024) A review of UAV path-planning algorithms and obstacle avoidance methods for remote sensing applications. Remote Sens 16(21):4019. https:\/\/doi.org\/10.3390\/rs16214019","journal-title":"Remote Sens"},{"key":"11449_CR44","doi-asserted-by":"publisher","first-page":"39","DOI":"10.32612\/uw.27201643.2023.8.pp.39-55","volume":"8","author":"MO Dei","year":"2023","unstructured":"Dei MO (2023) Legal regulation of the use of drones human rights and privacy challenges. Journal of International Legal Communication 8:39\u201355. https:\/\/doi.org\/10.32612\/uw.27201643.2023.8.pp.39-55","journal-title":"Journal of International Legal Communication"},{"key":"11449_CR45","doi-asserted-by":"publisher","unstructured":"Deshmukh S, Mishra RK, Patil K (2025) Protecting data and privacy in the modern digital landscape. Int J Multidiscip Res 7(3):45684. https:\/\/doi.org\/10.36948\/ijfmr.2025.v07i03.45684","DOI":"10.36948\/ijfmr.2025.v07i03.45684"},{"key":"11449_CR46","doi-asserted-by":"publisher","unstructured":"Devey J, Shahra E, Hao W, Mi D, Aneiba A, Idrissi M (2024) Design and simulation of a novel leader-follower UAV cluster and formation control network. In: Proceedings of the International Joint Conference on Neural Networks (IJCNN), pp. 1\u20136. https:\/\/doi.org\/10.1109\/IJCNN60899.2024.10650159","DOI":"10.1109\/IJCNN60899.2024.10650159"},{"key":"11449_CR47","doi-asserted-by":"publisher","unstructured":"Dieu O (2023) Facial recognition technology, drones, and digital policing compatible with the fundamental right to privacy? Adv Sci Technol Secur Appl. https:\/\/doi.org\/10.1007\/978-3-031-40118-3_3","DOI":"10.1007\/978-3-031-40118-3_3"},{"key":"11449_CR48","unstructured":"Directorate General of Civil Aviation, India (2023) Drone rules 2021 (Updated 2023). Available at https:\/\/www.dgca.gov.in\/"},{"issue":"2","key":"11449_CR49","doi-asserted-by":"crossref","first-page":"3062","DOI":"10.1109\/LRA.2022.3145498","volume":"7","author":"S Dogru","year":"2022","unstructured":"Dogru S, Marques L (2022) Drone detection using sparse lidar measurements. IEEE Robot Autom Lett 7(2):3062\u20133069","journal-title":"IEEE Robot Autom Lett"},{"issue":"11","key":"11449_CR50","doi-asserted-by":"publisher","first-page":"2806","DOI":"10.11999\/jeit211509","volume":"43","author":"R Dong","year":"2021","unstructured":"Dong R, Wang B, Feng D et al (2021) Physical layer security transmission technology of UAV communication networks. J Electron Inform Technol 43(11):2806\u20132815. https:\/\/doi.org\/10.11999\/jeit211509","journal-title":"Journal of Electronics and Information Technology"},{"key":"11449_CR51","doi-asserted-by":"crossref","unstructured":"Dutczak J (2018) Compressed hydrogen storage in contemporary fuel cell propulsion systems of small drones. In: IOP Conference Series Materials Science and Engineering. IOP Publishing, Bristol. p 042013","DOI":"10.1088\/1757-899X\/421\/4\/042013"},{"key":"11449_CR52","doi-asserted-by":"crossref","DOI":"10.1002\/ente.202100587","volume":"9","author":"N El-Atab","year":"2021","unstructured":"El-Atab N, Mishra RB, Alshanbari R, Hussain MM (2021) Solar powered small autonomous vehicles a review. Energy Technol 9:2100587","journal-title":"Energy Technol"},{"key":"11449_CR53","doi-asserted-by":"publisher","DOI":"10.1109\/WPMC59531.2023.10338970","author":"C Ellis","year":"2023","unstructured":"Ellis C, Zhang M, Marojevic V (2023) Interference analysis and mitigation for UAV communications in drone corridors. IEEE Wireless Personal Commun. https:\/\/doi.org\/10.1109\/WPMC59531.2023.10338970","journal-title":"IEEE Wireless Personal Communications"},{"issue":"1","key":"11449_CR54","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2023.3293755","volume":"10","author":"S Enayati","year":"2023","unstructured":"Enayati S, Goeckel D, Houmansadr A et al (2023) Location privacy protection for UAVs in package delivery and IoT data collection. IEEE Internet Things J 10(1):4. https:\/\/doi.org\/10.1109\/jiot.2023.3293755","journal-title":"IEEE Internet Things J"},{"key":"11449_CR55","unstructured":"European Union Aviation Safety Agency (2023) Civil Drones Regulations. Available at https\/\/www.easa.europa.eu\/"},{"key":"11449_CR56","doi-asserted-by":"publisher","unstructured":"Falc\u00e3o DF, Albuquerque, A.C.C.d., Peroli, K, (2025) Privacidade em p\u00fablico a prote\u00e7\u00e3o \u00e0 privacidade em contextos de espa\u00e7o p\u00fablico. Revista de Direito Brasileira 37(14):8381. https:\/\/doi.org\/10.26668\/indexlawjournals\/2358-1352\/2024.v37i14.8381","DOI":"10.26668\/indexlawjournals\/2358-1352\/2024.v37i14.8381"},{"issue":"8","key":"11449_CR57","doi-asserted-by":"crossref","first-page":"4757","DOI":"10.1109\/TITS.2020.3041746","volume":"22","author":"H Fatemidokht","year":"2021","unstructured":"Fatemidokht H, Rafsanjani MK, Gupta BB, Hsu CH (2021) Efficient and secure routing protocol based on artificial intelligence algorithms with UAV-assisted for vehicular ad hoc networks in intelligent transportation systems. IEEE Trans Intell Transp Syst 22(8):4757\u20134769","journal-title":"IEEE Trans Intell Transp Syst"},{"key":"11449_CR58","unstructured":"Federal Aviation Administration (2023) Summary of Part 107 Small Unmanned Aircraft Rules. Available at https:\/\/www.faa.gov\/uas"},{"key":"11449_CR59","doi-asserted-by":"crossref","unstructured":"Fonseca E, Galkin B, Kelly M, DaSilva LA, Dusparic I (2021) Mobility for cellular-connected UAVs challenges for the network provider. In: Proceedings of the 2021 Joint European Conference on Networks and Communications and 6G Summit (EuCNC\/6G Summit), Porto. pp. 136\u2013141","DOI":"10.1109\/EuCNC\/6GSummit51104.2021.9482435"},{"issue":"4","key":"11449_CR60","doi-asserted-by":"publisher","first-page":"3417","DOI":"10.1109\/COMST.2019.2906228","volume":"21","author":"A Fotouhi","year":"2019","unstructured":"Fotouhi A, Qiang H, Ding M, Hassan M, Giordano LG, Garcia-Rodriguez A, Yuan J (2019) Survey on UAV cellular communications practical aspects, standardization advancements, regulation, and security challenges. IEEE Commun Surv Tutor 21(4):3417\u20133442. https:\/\/doi.org\/10.1109\/COMST.2019.2906228","journal-title":"IEEE Commun Surv Tutor"},{"key":"11449_CR61","doi-asserted-by":"crossref","first-page":"104553","DOI":"10.1109\/ACCESS.2019.2927176","volume":"7","author":"A Fouda","year":"2019","unstructured":"Fouda A, Ibrahim AS, G\u00fcven\u00e7 I, Ghosh M (2019) Interference management in UAV-assisted integrated access and backhaul cellular networks. IEEE Access 7:104553\u2013104566","journal-title":"IEEE Access"},{"key":"11449_CR62","doi-asserted-by":"publisher","DOI":"10.1109\/ccdc65474.2025.11090942","author":"Y Gao","year":"2025","unstructured":"Gao Y, Bao N, Zhang Z, Zhang Z, Zhang Z, Zhang Z (2025) Improving uav path planning energy efficiency via taylor expansion and iterative optimization. Proc Article. https:\/\/doi.org\/10.1109\/ccdc65474.2025.11090942","journal-title":"Proceedings Article"},{"key":"11449_CR63","doi-asserted-by":"publisher","unstructured":"Gao Y, Bao N, Zhang Z, et al (2025) Improving UAV path planning energy efficiency via taylor expansion and iterative optimization. In: Proceedings of the 2025 CCDC Conference. https:\/\/doi.org\/10.1109\/ccdc65474.2025.11090942","DOI":"10.1109\/ccdc65474.2025.11090942"},{"key":"11449_CR64","doi-asserted-by":"crossref","first-page":"152","DOI":"10.58825\/jog.2022.16.2.44","volume":"16","author":"P Garg","year":"2022","unstructured":"Garg P (2022) Characterization of fixed-wing versus multirotors UAVs\/drones. J Geomat 16:152\u2013159","journal-title":"J Geomat"},{"key":"11449_CR65","doi-asserted-by":"publisher","unstructured":"Gaurav A, Gupta BB, Arya V al (2024) Safety, ethics, and regulation in intelligent drones. Adv Comput Intell Robot. https:\/\/doi.org\/10.4018\/979-8-3693-2707-4.ch014","DOI":"10.4018\/979-8-3693-2707-4.ch014"},{"key":"11449_CR66","unstructured":"Geertjes M, Spijkstra J (2020) Solar powered drones power electronics. TU Delft Repository"},{"key":"11449_CR67","doi-asserted-by":"publisher","DOI":"10.1016\/j.ast.2022.107649","author":"J Gonzalez-Aguilar","year":"2022","unstructured":"Gonzalez-Aguilar J et al (2022) Design and flight performance of solar-powered UAVs. Aerosp Sci Technol. https:\/\/doi.org\/10.1016\/j.ast.2022.107649","journal-title":"Aerosp Sci Technol"},{"issue":"10","key":"11449_CR68","doi-asserted-by":"publisher","first-page":"3571","DOI":"10.3390\/s18103571","volume":"18","author":"A Guillen-Perez","year":"2018","unstructured":"Guillen-Perez A, Cano MD (2018) Flying ad hoc networks a new domain for network communications. Sensors 18(10):3571. https:\/\/doi.org\/10.3390\/s18103571","journal-title":"Sensors"},{"issue":"10","key":"11449_CR69","doi-asserted-by":"publisher","first-page":"4363","DOI":"10.3390\/app11104363","volume":"11","author":"A Guillen-Perez","year":"2021","unstructured":"Guillen-Perez A, Montoya AM, Sanchez-Aarnoutse JC, Cano MD (2021) A comparative performance evaluation of routing protocols for flying ad-hoc networks in real conditions. Appl Sci 11(10):4363. https:\/\/doi.org\/10.3390\/app11104363","journal-title":"Appl Sci"},{"key":"11449_CR71","doi-asserted-by":"publisher","unstructured":"Gupta V, Rana U (2025) Regulatory frameworks for securing IoT devices. Adv Comput Intell Robot. https:\/\/doi.org\/10.4018\/979-8-3373-0613-1.ch001","DOI":"10.4018\/979-8-3373-0613-1.ch001"},{"issue":"2","key":"11449_CR70","doi-asserted-by":"crossref","first-page":"1123","DOI":"10.1109\/COMST.2015.2495297","volume":"18","author":"L Gupta","year":"2015","unstructured":"Gupta L, Jain R, Vaszkun G (2015) Survey of important issues in UAV communication networks. IEEE Commun Surv Tutor 18(2):1123\u20131152","journal-title":"IEEE Commun Surv Tutor"},{"key":"11449_CR72","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3333333","author":"M Hafeez","year":"2024","unstructured":"Hafeez M et al (2024) Blockchain enabled UAV compliance and liability tracking. IEEE Internet Things J. https:\/\/doi.org\/10.1109\/JIOT.2024.3333333","journal-title":"IEEE Internet Things J"},{"key":"11449_CR73","doi-asserted-by":"publisher","unstructured":"Han S et al (2016) Deep compression compressing deep neural networks with pruning, trained quantization, and huffman coding. Int Conf Learn Represent. https:\/\/doi.org\/10.48550\/arXiv.1510.00149","DOI":"10.48550\/arXiv.1510.00149"},{"key":"11449_CR74","doi-asserted-by":"publisher","DOI":"10.1016\/j.csi.2020.103451","volume":"72","author":"AI Hentati","year":"2020","unstructured":"Hentati AI, Fourati LC (2020) Comprehensive survey of UAVs communication networks. Comput Stand Interfaces 72:103451. https:\/\/doi.org\/10.1016\/j.csi.2020.103451","journal-title":"Comput Stand Interfaces"},{"key":"11449_CR75","doi-asserted-by":"publisher","unstructured":"Hinton G et al (2015) Distilling the knowledge in a neural network. https:\/\/doi.org\/10.48550\/arXiv.1503.02531","DOI":"10.48550\/arXiv.1503.02531"},{"key":"11449_CR77","doi-asserted-by":"crossref","unstructured":"Ho TD, Park J, Shimamoto S (2010) Novel multiple access scheme for wireless sensor network employing unmanned aerial vehicle. In: Proceedings of the 29th Digital Avionics Systems Conference, Salt Lake City, pp. 5\u2013158","DOI":"10.1109\/DASC.2010.5655304"},{"key":"11449_CR78","doi-asserted-by":"crossref","unstructured":"Ho TD, Park J, Shimamoto S (2010) QoS constraint with prioritized frame selection CDMA MAC protocol for WSN employing UAV. In: Proceedings of the IEEE Globecom Workshops, Miami, pp. 1826\u20131830","DOI":"10.1109\/GLOCOMW.2010.5700257"},{"key":"11449_CR76","doi-asserted-by":"crossref","unstructured":"Ho D-T, Park J, Shimamoto S (2011) Performance evaluation of the PFSC-based MAC protocol for WSN employing UAV in rician fading. In: Proceedings of the IEEE Wireless Communications and Networking Conference, Cancun, Mexico, pp. 55\u201360","DOI":"10.1109\/WCNC.2011.5779106"},{"issue":"4","key":"11449_CR79","doi-asserted-by":"crossref","first-page":"1696","DOI":"10.1109\/TSP.2011.2182344","volume":"60","author":"J Huang","year":"2011","unstructured":"Huang J, Swindlehurst AL (2011) Robust secure transmission in MISO channels based on worst-case optimization. IEEE Trans Signal Process 60(4):1696\u20131707","journal-title":"IEEE Trans Signal Process"},{"issue":"9","key":"11449_CR80","doi-asserted-by":"publisher","DOI":"10.23919\/jcc.fa.2023-0610.202409","volume":"21","author":"H Huang","year":"2024","unstructured":"Huang H, Zhang H, Liang L et al (2024) Physical layer security performance analysis in multi-antenna NOMA-based UAV relay networks. China Commun 21(9):102409. https:\/\/doi.org\/10.23919\/jcc.fa.2023-0610.202409","journal-title":"China Commun"},{"key":"11449_CR81","unstructured":"Insider B (2021) Drone market outlook in 2021 Industry growth trends, market stats and forecast"},{"key":"11449_CR82","doi-asserted-by":"crossref","first-page":"372","DOI":"10.1109\/OJVT.2020.3032844","volume":"1","author":"W Jaafar","year":"2020","unstructured":"Jaafar W, Naser S, Muhaidat S, Sofotasios PC, Yanikomeroglu H (2020) Multiple access in aerial networks from orthogonal and non-orthogonal to rate-splitting. IEEE Open J Vehicular Technol 1:372\u2013392","journal-title":"IEEE Open Journal of Vehicular Technology"},{"key":"11449_CR83","doi-asserted-by":"publisher","unstructured":"Jacob B et al (2018) Quantization and training of neural networks for efficient integer-arithmetic-only inference. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2704\u20132713. https:\/\/doi.org\/10.1109\/CVPR.2018.00286","DOI":"10.1109\/CVPR.2018.00286"},{"key":"11449_CR84","doi-asserted-by":"publisher","DOI":"10.1038\/nenergy.2016.141","author":"J Janek","year":"2016","unstructured":"Janek J, Zeier WG (2016) A solid future for battery development. Nat Energy. https:\/\/doi.org\/10.1038\/nenergy.2016.141","journal-title":"Nat Energy"},{"key":"11449_CR85","unstructured":"Japan Civil Aviation Bureau: Drone Operation Guidelines. Available at https\/\/www.mlit.go.jp\/en\/koku\/drone.html (2023)"},{"key":"11449_CR86","doi-asserted-by":"publisher","unstructured":"Javed M, Taj S, Khan R et al (2025) Cyber security framework for AI-enabled robotics and drone systems. Adv Comput Intell Robot. https:\/\/doi.org\/10.4018\/979-8-3373-0583-7.ch009","DOI":"10.4018\/979-8-3373-0583-7.ch009"},{"key":"11449_CR87","doi-asserted-by":"crossref","first-page":"993","DOI":"10.1109\/JSAC.2012.120614","volume":"30","author":"F Jiang","year":"2012","unstructured":"Jiang F, Swindlehurst AL (2012) Optimization of UAV heading for the ground-to-air uplink. IEEE J Sel Areas Commun 30:993\u20131005","journal-title":"IEEE J Sel Areas Commun"},{"issue":"6","key":"11449_CR88","doi-asserted-by":"publisher","first-page":"9147","DOI":"10.1109\/TVT.2024.3520118","volume":"73","author":"Y Jiang","year":"2024","unstructured":"Jiang Y, Wu Q, Chen W, Hui H (2024) Energy-aware UAV-enabled target tracking online optimization with location constraints. IEEE Trans Veh Technol 73(6):9147\u20139152. https:\/\/doi.org\/10.1109\/TVT.2024.3520118","journal-title":"IEEE Trans Veh Technol"},{"key":"11449_CR89","doi-asserted-by":"publisher","unstructured":"Jiang Y, Wu Q-B, Chen W, et al (2024) Energy-aware UAV-enabled target tracking Online optimization with location constraints. https:\/\/doi.org\/10.48550\/arxiv.2407.12472","DOI":"10.48550\/arxiv.2407.12472"},{"issue":"11","key":"11449_CR90","doi-asserted-by":"crossref","first-page":"7276","DOI":"10.1109\/TWC.2017.2744629","volume":"16","author":"H Joudeh","year":"2017","unstructured":"Joudeh H, Clerckx B (2017) Rate-splitting for max-min fair multigroup multicast beamforming in overloaded systems. IEEE Trans Wireless Commun 16(11):7276\u20137289","journal-title":"IEEE Trans Wireless Commun"},{"key":"11449_CR91","doi-asserted-by":"publisher","unstructured":"Kandeel ME, Salameh HB, Elrefae GA, Qasim A (2022) Regulations for UAV operation in social applications and services a general perspective. In: Proceedings of the Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS), pp. 1\u20136. https:\/\/doi.org\/10.1109\/SNAMS58071.2022.10062752","DOI":"10.1109\/SNAMS58071.2022.10062752"},{"key":"11449_CR92","doi-asserted-by":"publisher","DOI":"10.1016\/j.array.2024.100361","volume":"23","author":"AVR Katkuri","year":"2024","unstructured":"Katkuri AVR, Madan H, Khatri N, Abdul-Qawy ASH, Patnaik KS (2024) Autonomous UAV navigation using deep learning-based computer vision frameworks a systematic literature review. Array 23:100361. https:\/\/doi.org\/10.1016\/j.array.2024.100361","journal-title":"Array"},{"key":"11449_CR93","doi-asserted-by":"publisher","unstructured":"Kaur J, Chib S, Aradhya GBS, et al (2025) Personal data privacy and security at individual and organizational levels. Adv Comput Intell Robot. https:\/\/doi.org\/10.4018\/979-8-3373-3171-3.ch005","DOI":"10.4018\/979-8-3373-3171-3.ch005"},{"key":"11449_CR94","doi-asserted-by":"publisher","DOI":"10.3390\/s22030876","author":"S Khan","year":"2022","unstructured":"Khan S et al (2022) UAV traffic management with AI-enabled national airspace integration. Sensors. https:\/\/doi.org\/10.3390\/s22030876","journal-title":"Sensors"},{"key":"11449_CR95","doi-asserted-by":"publisher","unstructured":"Khandelwal M, et al (2020) Hydrogen fuel cell technologies for UAV applications. Int J Hydrogen Energy. https:\/\/doi.org\/10.1016\/j.ijhydene.2020.01.226","DOI":"10.1016\/j.ijhydene.2020.01.226"},{"issue":"4","key":"11449_CR96","doi-asserted-by":"crossref","first-page":"2804","DOI":"10.1109\/COMST.2018.2856587","volume":"20","author":"AA Khuwaja","year":"2018","unstructured":"Khuwaja AA, Chen Y, Zhao N, Alouini MS, Dobbins P (2018) A survey of channel modeling for UAV communications. IEEE Commun Surv Tutor 20(4):2804\u20132821","journal-title":"IEEE Commun Surv Tutor"},{"key":"11449_CR97","doi-asserted-by":"crossref","first-page":"15569","DOI":"10.1007\/s00521-021-06179-0","volume":"33","author":"F Kiani","year":"2021","unstructured":"Kiani F, Seyyedabbasi A, Aliyev R, Gulle MU, Basyildiz H, Shah MA (2021) Adapted-RRT novel hybrid method to solve three-dimensional path planning problem using sampling and metaheuristic-based algorithms. Neural Comput Appl 33:15569\u201315599","journal-title":"Neural Comput Appl"},{"key":"11449_CR98","doi-asserted-by":"publisher","unstructured":"Kim H et al (2021) Solar energy optimization for UAV operations. Renew Energy 232\u2013245. https:\/\/doi.org\/10.1016\/j.renene.2021.07.089","DOI":"10.1016\/j.renene.2021.07.089"},{"key":"11449_CR99","doi-asserted-by":"publisher","unstructured":"Kim J et al (2023) Privacy-preserving drone data processing using homomorphic encryption. IEEE Access. https:\/\/doi.org\/10.1109\/ACCESS.2023.3239876","DOI":"10.1109\/ACCESS.2023.3239876"},{"key":"11449_CR100","doi-asserted-by":"crossref","unstructured":"Konstantinou D, Rommel S, Morales A, Raddo TR, Johannsen U (2017) An ehealth-care driven perspective on 5G networks and infrastructure. In: Proceedings of the Interactive Mobile Communication, Technologies and Learning Conference, Thessaloniki, Greece, pp. 1076\u20131088","DOI":"10.1007\/978-3-030-49932-7_101"},{"key":"11449_CR101","doi-asserted-by":"publisher","DOI":"10.1145\/3065386","author":"A Krizhevsky","year":"2017","unstructured":"Krizhevsky A et al (2017) Imagenet classification with deep convolutional neural networks. Commun ACM. https:\/\/doi.org\/10.1145\/3065386","journal-title":"Commun ACM"},{"key":"11449_CR102","doi-asserted-by":"crossref","unstructured":"Kusyk J, Uyar MU, Ma K, Plishka J, Bertoli G, Boksiner J (2019) AI and game theory-based autonomous UAV swarm for cybersecurity. In: Proceedings of the MILCOM 2019 IEEE Military Communications Conference (MILCOM), Norfolk, pp. 1\u20136","DOI":"10.1109\/MILCOM47813.2019.9020811"},{"key":"11449_CR103","doi-asserted-by":"publisher","first-page":"1015","DOI":"10.1109\/OJCOMS.2021.3066245","volume":"2","author":"MA Lahmeri","year":"2021","unstructured":"Lahmeri MA, Bennis M, Qaraqe K, Hamila R (2021) Artificial intelligence for uav-enabled wireless networks: a survey. IEEE Open J Commun Soc 2:1015\u20131040. https:\/\/doi.org\/10.1109\/OJCOMS.2021.3066245","journal-title":"IEEE Open J Commun Soc"},{"issue":"9","key":"11449_CR104","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1109\/MCOM.2019.1900271","volume":"57","author":"KB Letaief","year":"2019","unstructured":"Letaief KB, Chen W, Shi Y, Zhang J, Zhang Y-JA (2019) The roadmap to 6G AI-empowered wireless networks. IEEE Commun Mag 57(9):84\u201390","journal-title":"IEEE Commun Mag"},{"key":"11449_CR105","doi-asserted-by":"publisher","unstructured":"Li Y (2024) Security and privacy of artificial intelligence with ethical concerns. In: Proceedings of the International Conference on Unmanned Aircraft Systems (ICUAS). https:\/\/doi.org\/10.1109\/dsc63484.2024.00098","DOI":"10.1109\/dsc63484.2024.00098"},{"key":"11449_CR107","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2024.e32472","author":"C Li","year":"2024","unstructured":"Li C, Xia Q (2024) Advancing reliability and efficiency of urban communication unmanned aerial vehicles, intelligent reflection surfaces, and deep learning techniques. Heliyon. https:\/\/doi.org\/10.1016\/j.heliyon.2024.e32472","journal-title":"Heliyon"},{"key":"11449_CR108","doi-asserted-by":"crossref","first-page":"181","DOI":"10.1109\/LWC.2018.2865774","volume":"8","author":"A Li","year":"2018","unstructured":"Li A, Wu Q, Zhang R (2018) UAV-enabled cooperative jamming for improving secrecy of ground wiretap channel. IEEE Wirel Commun Lett 8:181\u2013184","journal-title":"IEEE Wirel Commun Lett"},{"key":"11449_CR109","doi-asserted-by":"crossref","first-page":"94593","DOI":"10.1109\/ACCESS.2019.2926741","volume":"7","author":"Y Li","year":"2019","unstructured":"Li Y, Zhang R, Zhang J, Gao S, Yang L (2019) Cooperative jamming for secure UAV communications with partial eavesdropper information. IEEE Access 7:94593\u201394603","journal-title":"IEEE Access"},{"issue":"12","key":"11449_CR110","doi-asserted-by":"crossref","first-page":"1994","DOI":"10.1109\/LWC.2021.3089876","volume":"10","author":"Y Li","year":"2021","unstructured":"Li Y, Aghvami AH, Dong D (2021) Intelligent trajectory planning in UAV-mounted wireless networks a quantum-inspired reinforcement learning perspective. IEEE Wirel Commun Lett 10(12):1994\u20131998","journal-title":"IEEE Wirel Commun Lett"},{"key":"11449_CR118","doi-asserted-by":"publisher","unstructured":"Li S, Zhang S, Ping J (2022) Waveform recognition of UAV swarm communication in multipath channel. In: Proceedings of the IEEE 22nd International Conference on Communication Technology (ICCT). https:\/\/doi.org\/10.1109\/ICCT56141.2022.10072993","DOI":"10.1109\/ICCT56141.2022.10072993"},{"key":"11449_CR106","doi-asserted-by":"publisher","DOI":"10.3390\/s23031234","author":"Y Li","year":"2023","unstructured":"Li Y et al (2023) Energy-efficient UAV path planning using federated learning. Sensors. https:\/\/doi.org\/10.3390\/s23031234","journal-title":"Sensors"},{"key":"11449_CR111","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcan.2024.11.005","author":"Z Li","year":"2024","unstructured":"Li Z, Yin H, Zhao H, Wei J, Hu D, Leung VCM (2024) A comprehensive survey of artificial intelligence applications in UAV-enabled wireless networks. Digit Commun Networks. https:\/\/doi.org\/10.1016\/j.dcan.2024.11.005","journal-title":"Digit Commun Networks"},{"issue":"1","key":"11449_CR113","doi-asserted-by":"crossref","first-page":"188","DOI":"10.1109\/MNET.002.2000334","volume":"35","author":"WYB Lim","year":"2021","unstructured":"Lim WYB, Garg S, Xiong Z, Zhang Y, Niyato D, Leung C, Miao C (2021) UAV-assisted communication efficient federated learning in the era of the artificial intelligence of things. IEEE Netw 35(1):188\u2013195","journal-title":"IEEE Netw"},{"key":"11449_CR112","doi-asserted-by":"publisher","unstructured":"Lim YZ, Xin X, Khoo TP (2022) Enhancing UAV flight safety through sensor-based runtime risk assessment. In: Proceedings of the IEEE World Forum on Internet of Things (WF-IoT), pp. 1\u20135. https:\/\/doi.org\/10.1109\/WF-IoT54382.2022.10152064","DOI":"10.1109\/WF-IoT54382.2022.10152064"},{"key":"11449_CR114","doi-asserted-by":"publisher","unstructured":"Listed N (2024) Drones and ai in urban security monitoring and mitigating threats. Int Res J Modern Engi Technol Sci. https:\/\/doi.org\/10.56726\/irjmets61992","DOI":"10.56726\/irjmets61992"},{"issue":"4","key":"11449_CR115","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1109\/MWC.2018.1800196","volume":"26","author":"Y Liu","year":"2019","unstructured":"Liu Y, Qin Z, Cai Y, Gao Y, Li GY, Nallanathan A (2019) UAV communications based on non-orthogonal multiple access. IEEE Wirel Commun 26(4):52\u201357","journal-title":"IEEE Wirel Commun"},{"key":"11449_CR116","doi-asserted-by":"crossref","first-page":"965","DOI":"10.1109\/LWC.2019.2904034","volume":"8","author":"X Liu","year":"2019","unstructured":"Liu X, Wang J, Zhao N, Chen Y, Zhang S, Ding Z, Yu FR (2019) Placement and power allocation for NOMA-UAV networks. IEEE Wirel Commun Lett 8:965\u2013968","journal-title":"IEEE Wirel Commun Lett"},{"issue":"8","key":"11449_CR117","doi-asserted-by":"publisher","first-page":"4929","DOI":"10.1109\/TSMC.2024.3392011","volume":"54","author":"B Liu","year":"2024","unstructured":"Liu B, Ni W, Liu RP, Guo YJ, Zhu H (2024) Privacy-preserving routing and charging scheduling for cellular-connected unmanned aerial vehicles. IEEE Trans Syst Man Cybern Syst 54(8):4929\u20134941. https:\/\/doi.org\/10.1109\/TSMC.2024.3392011","journal-title":"IEEE Trans Syst Man Cybern Syst"},{"key":"11449_CR119","doi-asserted-by":"publisher","DOI":"10.3390\/s21051897","author":"X Lu","year":"2021","unstructured":"Lu X et al (2021) Reinforcement learning for UAV path planning a survey. Sensors. https:\/\/doi.org\/10.3390\/s21051897","journal-title":"Sensors"},{"key":"11449_CR120","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpowsour.2022.231110","author":"X Lu","year":"2022","unstructured":"Lu X et al (2022) AI-based battery health prediction for lithium-sulfur cells in UAV applications. J Power Sources. https:\/\/doi.org\/10.1016\/j.jpowsour.2022.231110","journal-title":"J Power Sources"},{"key":"11449_CR121","doi-asserted-by":"crossref","unstructured":"Lupascu M, Hustiu S, Burlacu A, Kloetzer M (2019) Path planning for autonomous drones using 3d rectangular cuboid decomposition. In: Proceedings of the 23rd International Conference on System Theory, Control and Computing (ICSTCC), Sinaia, pp. 119\u2013124","DOI":"10.1109\/ICSTCC.2019.8886091"},{"key":"11449_CR122","doi-asserted-by":"crossref","first-page":"600","DOI":"10.1109\/LWC.2016.2604306","volume":"5","author":"J Lyu","year":"2016","unstructured":"Lyu J, Zeng Y, Zhang R (2016) Cyclical multiple access in UAV-aided communications a throughput-delay tradeoff. IEEE Wirel Commun Lett 5:600\u2013603","journal-title":"IEEE Wirel Commun Lett"},{"key":"11449_CR123","doi-asserted-by":"publisher","unstructured":"Lyu H, et al (2022) AI-assisted geofencing and route optimization for UAV compliance. IEEE Access 81451\u201381463. https:\/\/doi.org\/10.1109\/ACCESS.2022.3195190","DOI":"10.1109\/ACCESS.2022.3195190"},{"key":"11449_CR124","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TIM.2023.3265741","volume":"72","author":"B Ma","year":"2023","unstructured":"Ma B, Liu Z, Dang Q, Zhao W, Wang J, Cheng Y, Yuan Z (2023) Deep reinforcement learning of UAV tracking control under wind disturbance environments. IEEE Trans Instrum Meas 72:1\u201313. https:\/\/doi.org\/10.1109\/TIM.2023.3265741","journal-title":"IEEE Trans Instrum Meas"},{"key":"11449_CR125","doi-asserted-by":"publisher","unstructured":"Madusanka N, Kulasooriya T, Ruwanpathirana A (2023) The legal frameworks governing unmanned aerial vehicles. Proc Article .https:\/\/doi.org\/10.61838\/kman.isslp.1.1.6","DOI":"10.61838\/kman.isslp.1.1.6"},{"key":"11449_CR126","doi-asserted-by":"publisher","unstructured":"Manthiram A, et al (2020) Lithium-sulfur batteries progress and prospects. Nat Energy 299\u2013313. https:\/\/doi.org\/10.1038\/s41560-020-0575-2","DOI":"10.1038\/s41560-020-0575-2"},{"issue":"12","key":"11449_CR127","doi-asserted-by":"crossref","first-page":"8754","DOI":"10.1109\/TCOMM.2019.2943168","volume":"67","author":"Y Mao","year":"2019","unstructured":"Mao Y, Clerckx B, Li VO (2019) Rate-splitting for multi-antenna non-orthogonal unicast and multicast transmission spectral and energy efficiency analysis. IEEE Trans Commun 67(12):8754\u20138770","journal-title":"IEEE Trans Commun"},{"key":"11449_CR128","doi-asserted-by":"crossref","unstructured":"Min M, Xiao L, Xu D, Huang L, Peng M (2018) Learning-based defense against malicious autonomous vehicles. In: Proceedings of the IEEE 87th Vehicular Technology Conference (VTC Spring), Porto, pp. 1\u20135","DOI":"10.1109\/VTCSpring.2018.8417685"},{"key":"11449_CR129","doi-asserted-by":"publisher","unstructured":"Moiz S, Abro AA, Ebrahim M, et al (2024) Unveiling the arsenal of user data protection tools and practices. In: Proceedings of the IEEE 1st Karachi Section Humanitarian Technology Conference (KHI-HTC). https:\/\/doi.org\/10.1109\/khi-htc60760.2024.10482280","DOI":"10.1109\/khi-htc60760.2024.10482280"},{"issue":"3","key":"11449_CR130","doi-asserted-by":"crossref","first-page":"1550","DOI":"10.1109\/SURV.2014.012314.00178","volume":"16","author":"A Mukherjee","year":"2014","unstructured":"Mukherjee A, Fakoorian SAA, Huang J, Swindlehurst AL (2014) Principles of physical layer security in multiuser wireless networks a survey. IEEE Commun Surv Tutor 16(3):1550\u20131573","journal-title":"IEEE Commun Surv Tutor"},{"key":"11449_CR131","doi-asserted-by":"publisher","unstructured":"Mukkamala R, Aljohani M, Rangi A al (2023) Enhancing security, privacy, and trust in connected uav systems. In: Proceedings of the 2023 10th International Conference on Recent Advances in Air and Space Technologies (RAST). https:\/\/doi.org\/10.1109\/dasc58513.2023.10311155","DOI":"10.1109\/dasc58513.2023.10311155"},{"issue":"8","key":"11449_CR132","doi-asserted-by":"crossref","first-page":"5126","DOI":"10.1109\/TCOMM.2019.2906622","volume":"67","author":"AA Nasir","year":"2019","unstructured":"Nasir AA, Tuan HD, Duong TQ, Poor HV (2019) UAV-enabled communication using NOMA. IEEE Trans Commun 67(8):5126\u20135138","journal-title":"IEEE Trans Commun"},{"issue":"4","key":"11449_CR133","doi-asserted-by":"crossref","first-page":"1349","DOI":"10.1007\/s11831-020-09418-0","volume":"28","author":"H Nawaz","year":"2021","unstructured":"Nawaz H, Ali HM, Laghari AA (2021) UAV communication networks issues a review. Arch Comput Methods Eng 28(4):1349\u20131369","journal-title":"Arch Comput Methods Eng"},{"key":"11449_CR134","doi-asserted-by":"crossref","unstructured":"Nguyen MT, Le LB (2019) NOMA user pairing and UAV placement in UAV-based wireless networks. In: Proceedings of the IEEE International Conference on Communications (ICC), Shanghai, pp. 1\u20136","DOI":"10.1109\/ICC.2019.8761606"},{"key":"11449_CR135","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3147938","author":"T Nguyen","year":"2022","unstructured":"Nguyen T et al (2022) A comprehensive survey of deep reinforcement learning in UAV communications. IEEE Access. https:\/\/doi.org\/10.1109\/ACCESS.2022.3147938","journal-title":"IEEE Access"},{"issue":"7","key":"11449_CR136","doi-asserted-by":"crossref","first-page":"3057","DOI":"10.1007\/s13042-023-02052-9","volume":"15","author":"D Nimma","year":"2024","unstructured":"Nimma D, Zhou Z (2024) Correction to intelpvt intelligent patch-based pyramid vision transformers for object detection and classification. Int J Mach Learn Cybern 15(7):3057\u20133057","journal-title":"Int J Mach Learn Cybern"},{"key":"11449_CR137","doi-asserted-by":"publisher","unstructured":"Niu S, Xu X, Wu T, Xu Y, Liu C, Sun Z (2024) UAV-assisted federated edge learning framework based on hierarchical differential privacy and model segmentation. In: Proceedings of the Chinese Control Conference (CCC), pp. 8792\u20138797. https:\/\/doi.org\/10.23919\/CCC63176.2024.10662845","DOI":"10.23919\/CCC63176.2024.10662845"},{"key":"11449_CR138","doi-asserted-by":"publisher","DOI":"10.1038\/nclimate2564","author":"B Nykvist","year":"2015","unstructured":"Nykvist B, Nilsson M (2015) Rapidly falling costs of battery packs for electric vehicles. Nat Clim Chang. https:\/\/doi.org\/10.1038\/nclimate2564","journal-title":"Nat Clim Chang"},{"key":"11449_CR139","doi-asserted-by":"crossref","first-page":"98073","DOI":"10.1109\/ACCESS.2020.2994494","volume":"8","author":"OS Oubbati","year":"2020","unstructured":"Oubbati OS, Atiquzzaman M, Ahanger TA, Ibrahim A (2020) Softwarization of UAV networks a survey of applications and future trends. IEEE Access 8:98073\u201398125","journal-title":"IEEE Access"},{"key":"11449_CR140","doi-asserted-by":"publisher","unstructured":"Oz T (2025) Cybersecurity as a strategic lever for innovation in smart aviation ecosystems. Adv Comput Intell Robot. https:\/\/doi.org\/10.4018\/979-8-3693-6417-8.ch005","DOI":"10.4018\/979-8-3693-6417-8.ch005"},{"key":"11449_CR141","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1016\/j.ast.2015.12.033","volume":"50","author":"P Panagiotou","year":"2016","unstructured":"Panagiotou P, Kaparos P, Salpingidou C, Yakinthos K (2016) Aerodynamic design of a MALE UAV. Aerosp Sci Technol 50:127\u2013138","journal-title":"Aerosp Sci Technol"},{"key":"11449_CR142","doi-asserted-by":"crossref","unstructured":"Pandey A, Kushwaha D, Kumar S (2019) Energy efficient UAV placement for multiple users in IoT networks. In: Proceedings of the IEEE Global Communications Conference (GLOBECOM), Waikoloa, pp. 1\u20136","DOI":"10.1109\/GLOBECOM38437.2019.9014078"},{"key":"11449_CR143","doi-asserted-by":"crossref","unstructured":"Pan D, Khoshkholghi MA, Mahmoodi T (2023) Decentralized federated learning methods for reducing communication cost and energy consumption in UAV networks","DOI":"10.1007\/978-3-031-31891-7_2"},{"key":"11449_CR144","doi-asserted-by":"publisher","unstructured":"Park S et al (2022) AI-driven energy management in hydrogen fuel cell UAVs. IEEE Trans Transp Electr 3190\u20133202. https:\/\/doi.org\/10.1109\/TTE.2022.3154853","DOI":"10.1109\/TTE.2022.3154853"},{"key":"11449_CR145","doi-asserted-by":"publisher","unstructured":"Patrizi N, Fragkos G, Ortiz K, Oishi M, Tsiropoulou EE (2020) A UAV-enabled dynamic multi-target tracking and sensing framework. In: Proceedings of IEEE Global Communications Conference (GLOBECOM), pp. 1\u20136. https:\/\/doi.org\/10.1109\/GLOBECOM42002.2020.9322567","DOI":"10.1109\/GLOBECOM42002.2020.9322567"},{"issue":"4","key":"11449_CR146","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1109\/IOTM.001.2400021","volume":"7","author":"KT Pauu","year":"2024","unstructured":"Pauu KT, Pan Q, Wu J, Bashir AK, Maka M-i-V, Omar M (2024) Irs-aided federated learning with dynamic differential privacy for UAVs in emergency response. IEEE Internet Things Mag 7(4):108\u2013115. https:\/\/doi.org\/10.1109\/IOTM.001.2400021","journal-title":"IEEE Internet Things Mag"},{"issue":"12","key":"11449_CR147","doi-asserted-by":"publisher","first-page":"20930","DOI":"10.1109\/JIOT.2023.3332216","volume":"11","author":"KT Pauu","year":"2024","unstructured":"Pauu KT, Wu J, Fan Y, Pan Q, Maka M-i-V (2024) Differential privacy and blockchain-empowered decentralized graph federated learning-enabled UAVs for disaster response. IEEE Internet Things J 11(12):20930\u201320947. https:\/\/doi.org\/10.1109\/JIOT.2023.3332216","journal-title":"IEEE Internet Things J"},{"key":"11449_CR148","doi-asserted-by":"crossref","first-page":"49191","DOI":"10.1109\/ACCESS.2019.2910134","volume":"7","author":"K Peng","year":"2019","unstructured":"Peng K, Du J, Lu F, Sun Q, Dong Y, Zhou P, Hu M (2019) A hybrid genetic algorithm on routing and scheduling for vehicle-assisted multi-drone parcel delivery. IEEE Access 7:49191\u201349200","journal-title":"IEEE Access"},{"issue":"17","key":"11449_CR149","doi-asserted-by":"crossref","first-page":"7359","DOI":"10.3390\/s23177359","volume":"23","author":"A Phadke","year":"2023","unstructured":"Phadke A, Medrano FA, Sekharan CN, Chu T (2023) Designing UAV swarm experiments a simulator selection and experiment design process. Sensors 23(17):7359","journal-title":"Sensors"},{"key":"11449_CR150","doi-asserted-by":"publisher","unstructured":"Pillai G, Suresh A, Gupta E, et al (2025) Privadome delivery drones and citizen privacy. Proceedings on Privacy Enhancing Technologies (2024) https:\/\/doi.org\/10.56553\/popets-2024-0039","DOI":"10.56553\/popets-2024-0039"},{"key":"11449_CR151","doi-asserted-by":"publisher","unstructured":"Polamarasetti A (2024) Research developments, trends and challenges on the rise of machine learning for detection and classification of malware. In: Proceedings of the International Conference on Intelligent Computing and Emerging Communication Technologies (ICEC), pp. 1\u20135. https:\/\/doi.org\/10.1109\/ICEC59683.2024.10837413","DOI":"10.1109\/ICEC59683.2024.10837413"},{"issue":"1","key":"11449_CR152","doi-asserted-by":"publisher","first-page":"46","DOI":"10.63282\/3050-9416.IJAIBDCMS-V3I1P107","volume":"3","author":"A Polamarasetti","year":"2022","unstructured":"Polamarasetti A, Vadisetty R, Vangala SR, Chinta PCR, Routhu K, Velaga V, Moore CS, Boppana SB (2022) Evaluating machine learning models efficiency with performance metrics for customer churn forecast in finance markets. Int J AI BigData Comput Manag Stud 3(1):46\u201355. https:\/\/doi.org\/10.63282\/3050-9416.IJAIBDCMS-V3I1P107","journal-title":"International Journal of AI, BigData, Computational and Management Studies"},{"key":"11449_CR153","doi-asserted-by":"publisher","unstructured":"Polus R, D\u2019Amours C, Kantarci B, et al (2023) Physical layer security over UAV-to-ground channels with shadowing. In: Proceedings of the IEEE Vehicular Technology Conference (VTC2023-Spring). https:\/\/doi.org\/10.1109\/VTC2023-Spring57618.2023.10199179","DOI":"10.1109\/VTC2023-Spring57618.2023.10199179"},{"key":"11449_CR154","doi-asserted-by":"crossref","first-page":"629","DOI":"10.1007\/s10846-018-0924-3","volume":"95","author":"S Primatesta","year":"2019","unstructured":"Primatesta S, Guglieri G, Rizzo A (2019) A risk-aware path planning strategy for UAVs in urban environments. J Intell Robot Syst 95:629\u2013643","journal-title":"J Intell Robot Syst"},{"issue":"1","key":"11449_CR155","doi-asserted-by":"publisher","first-page":"21789","DOI":"10.1038\/s41598-024-72049-z","volume":"14","author":"A Qaddos","year":"2024","unstructured":"Qaddos A, Yaseen MU, Al-Shamayleh AS, Imran M, Akhunzada A, Alharthi SZ (2024) A novel intrusion detection framework for optimizing iot security. Sci Rep 14(1):21789. https:\/\/doi.org\/10.1038\/s41598-024-72049-z","journal-title":"Sci Rep"},{"key":"11449_CR156","doi-asserted-by":"publisher","first-page":"156","DOI":"10.1109\/MNET.001.2100253","volume":"35","author":"Y Qu","year":"2021","unstructured":"Qu Y, Dai H, Zhuang Y, Chen J, Dong C, Wu F, Guo S (2021) Decentralized federated learning for UAV networks architecture, challenges, and opportunities. IEEE Netw 35:156\u2013162. https:\/\/doi.org\/10.1109\/MNET.001.2100253","journal-title":"IEEE Network"},{"key":"11449_CR157","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12173692","author":"S Raza","year":"2023","unstructured":"Raza S et al (2023) Energy efficient neural architectures for TinyML applications. Electronics. https:\/\/doi.org\/10.3390\/electronics12173692","journal-title":"Electronics"},{"key":"11449_CR158","doi-asserted-by":"crossref","unstructured":"Ren H, Li L, Xu W, Chen W, Han Z (2019) Machine learning-based hybrid precoding with robust error for UAV mmWave massive MIMO. In: Proceedings of the IEEE International Conference on Communications (ICC), Shanghai, pp. 1\u20136","DOI":"10.1109\/ICC.2019.8761112"},{"key":"11449_CR159","doi-asserted-by":"crossref","unstructured":"Reynolds CW (1987) Flocks, herds and schools a distributed behavioural model. In: Proceedings of the 14th Annual Conference on Computer Graphics and Interactive Techniques, pp. 25\u201334. ACM, Anaheim","DOI":"10.1145\/37401.37406"},{"key":"11449_CR160","doi-asserted-by":"crossref","unstructured":"Richards A, How J (2004) Decentralized model predictive control of cooperating UAVs. In: Proceedings of the 43rd IEEE Conference on Decision and Control (CDC), Nassau, Bahamas, pp. 4286\u20134291","DOI":"10.1109\/CDC.2004.1429425"},{"key":"11449_CR161","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2022.102790","volume":"130","author":"A Rovira-Sugranes","year":"2022","unstructured":"Rovira-Sugranes A, Razi A, Afghah F, Chakareski J (2022) A review of ai-enabled routing protocols for uav networks: trends, challenges, and future outlook. Ad Hoc Networks 130:102790. https:\/\/doi.org\/10.1016\/j.adhoc.2022.102790","journal-title":"Ad Hoc Networks"},{"key":"11449_CR162","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1007\/s10846-018-0809-5","volume":"93","author":"JL Sanchez-Lopez","year":"2019","unstructured":"Sanchez-Lopez JL, Wang M, Olivares-Mendez MA, Molina M, Voos H (2019) A real-time 3d path planning solution for collision-free navigation of multirotor aerial robots in dynamic environments. J Intell Robot Syst 93:33\u201353","journal-title":"J Intell Robot Syst"},{"key":"11449_CR163","doi-asserted-by":"publisher","unstructured":"Schulman J et al (2017) Proximal policy optimization algorithms. https:\/\/doi.org\/10.48550\/arXiv.1707.06347","DOI":"10.48550\/arXiv.1707.06347"},{"key":"11449_CR164","first-page":"991","volume":"55","author":"D Sella-Villa","year":"2020","unstructured":"Sella-Villa D (2020) Drones and data a limited impact on privacy. Univ Richmond Law Rev 55:991","journal-title":"Univ Richmond Law Rev"},{"key":"11449_CR165","doi-asserted-by":"publisher","unstructured":"Sezgin A, Boyaci A (2023) Securing the skies exploring privacy and security challenges in internet of drones. In: Proceedings of the 10th International Conference on Recent Advances in Air and Space Technologies (RAST). https:\/\/doi.org\/10.1109\/rast57548.2023.10197987","DOI":"10.1109\/rast57548.2023.10197987"},{"key":"11449_CR166","doi-asserted-by":"publisher","unstructured":"Shafique M, Theocharides T, Reddy VJ, Murmann B (2021) TinyML current progress, research challenges, and future roadmap. In: Proceedings of the ACM\/IEEE Design Automation Conference (DAC), pp. 1303\u20131306. https:\/\/doi.org\/10.1109\/DAC18074.2021.9586232","DOI":"10.1109\/DAC18074.2021.9586232"},{"key":"11449_CR167","doi-asserted-by":"publisher","unstructured":"Shams A (2025) Data protection and privacy laws and regulations. In: Proceedings of the IEEE Karachi Section Humanitarian Technology Conference (KHI-HTC). https:\/\/doi.org\/10.1109\/khi-htc60760.2024.10482280","DOI":"10.1109\/khi-htc60760.2024.10482280"},{"key":"11449_CR168","doi-asserted-by":"crossref","DOI":"10.1016\/j.jnca.2020.102739","volume":"168","author":"A Sharma","year":"2020","unstructured":"Sharma A, Vanjani P, Paliwal N, Basnayaka CMW, Jayakody DNK, Wang H-C, Muthuchidambaranathan P (2020) Communication and networking technologies for UAVs a survey. J Netw Comput Appl 168:102739","journal-title":"J Netw Comput Appl"},{"key":"11449_CR169","doi-asserted-by":"crossref","unstructured":"Shehzad MK, Hassan SA, Luque-Nieto M, Poncela J, Jung H (2020) Energy efficient placement of UAVs in wireless backhaul networks. In: Proceedings of the 2nd ACM MobiCom Workshop on Drone Assisted Wireless Communications for 5G and Beyond, London, pp. 1\u20136","DOI":"10.1145\/3414045.3415936"},{"key":"11449_CR170","doi-asserted-by":"publisher","unstructured":"Shi (2016) Edge computing vision and challenges. IEEE Internet Things J. https:\/\/doi.org\/10.1109\/JIOT.2016.2579198","DOI":"10.1109\/JIOT.2016.2579198"},{"key":"11449_CR171","doi-asserted-by":"publisher","unstructured":"Shi H, Niu M, Teng Y, Zhang P (2024) Privacy-preserving physical layer authentication exploiting carrier frequency offset in UAV-aided communication systems. In: Proceedings of the International Conference on Networking and Network Applications (NaNA), pp. 247\u2013251. https:\/\/doi.org\/10.1109\/NaNA63151.2024.00047","DOI":"10.1109\/NaNA63151.2024.00047"},{"key":"11449_CR172","doi-asserted-by":"crossref","unstructured":"Shivgan R, Dong Z (2020) Energy-efficient drone coverage path planning using genetic algorithm. In: Proceedings of the IEEE International Conference on High Performance Switching and Routing (HPSR), Newark, pp. 1\u20136","DOI":"10.1109\/HPSR48589.2020.9098989"},{"key":"11449_CR173","doi-asserted-by":"publisher","unstructured":"Sindiramutty SR, Jhanjhi NZ, Tan C et al (2024) Data security and privacy concerns in drone operations. Adv Inform Secur Privacy Ethics. https:\/\/doi.org\/10.4018\/979-8-3693-0774-8.ch010","DOI":"10.4018\/979-8-3693-0774-8.ch010"},{"key":"11449_CR174","doi-asserted-by":"publisher","unstructured":"Sindiramutty SR, Tan C, Wei G (2024) Eyes in the sky. Adv Inform Secur Privacy Ethics. https:\/\/doi.org\/10.4018\/979-8-3693-0774-8.ch017","DOI":"10.4018\/979-8-3693-0774-8.ch017"},{"issue":"3","key":"11449_CR175","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1142\/S2301385020500090","volume":"8","author":"G Skorobogatov","year":"2020","unstructured":"Skorobogatov G, Barrado C, Salam\u00ed E (2020) Multiple UAV systems a survey. Unmanned Syst 8(3):149\u2013169","journal-title":"Unmanned Syst"},{"key":"11449_CR176","doi-asserted-by":"crossref","first-page":"22716","DOI":"10.1109\/ACCESS.2018.2826650","volume":"6","author":"MF Sohail","year":"2018","unstructured":"Sohail MF, Leow CY, Won S (2018) Non-orthogonal multiple access for unmanned aerial vehicle assisted communication. IEEE Access 6:22716\u201322727","journal-title":"IEEE Access"},{"key":"11449_CR177","first-page":"1","volume":"64","author":"Q Song","year":"2021","unstructured":"Song Q, Zeng Y, Xu J, Jin S (2021) A survey of prototype and experiment for UAV communications. Sci China Inf Sci 64:1\u201321","journal-title":"Sci China Inf Sci"},{"key":"11449_CR178","doi-asserted-by":"publisher","unstructured":"Sonia R, Gupta N, Manikandan K et al (2024) Strengthening security, privacy, and trust in artificial intelligence drones for smart cities. Adv Inform Secur Privacy Ethics. https:\/\/doi.org\/10.4018\/979-8-3693-3249-8.ch011","DOI":"10.4018\/979-8-3693-3249-8.ch011"},{"key":"11449_CR179","doi-asserted-by":"crossref","first-page":"275","DOI":"10.3390\/aerospace9050275","volume":"9","author":"S Suewatanakul","year":"2022","unstructured":"Suewatanakul S, Porcarelli A, Olsson A, Grimler H, Chiche A, Mariani R, Lindbergh G (2022) Conceptual design of a hybrid hydrogen fuel cell\/battery blended-wing-body unmanned aerial vehicle-an overview. Aerosp 9:275","journal-title":"Aerosp"},{"key":"11449_CR180","doi-asserted-by":"crossref","first-page":"4248","DOI":"10.1109\/ACCESS.2018.2888855","volume":"7","author":"J Sun","year":"2018","unstructured":"Sun J, Wang Z, Huang Q (2018) Cyclical NOMA-based UAV-enabled wireless network. IEEE Access 7:4248\u20134259","journal-title":"IEEE Access"},{"key":"11449_CR181","doi-asserted-by":"crossref","unstructured":"Sun X, Shen C, Chang T-H, Zhong Z (2018) Joint resource allocation and trajectory design for UAV-aided wireless physical layer security. In: Proceedings of the IEEE Globecom Workshops (GC Wkshps), Abu Dhabi, pp. 1\u20136","DOI":"10.1109\/GLOCOMW.2018.8644069"},{"key":"11449_CR182","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/j.phycom.2018.11.010","volume":"32","author":"W Tan","year":"2019","unstructured":"Tan W, Li S, He C, Tan W, Gu X, Shi Z (2019) Achievable rate of UAV-based communication with uniform circular arrays in ricean fading. Phys Commun 32:185\u2013191","journal-title":"Phys Commun"},{"issue":"2","key":"11449_CR183","doi-asserted-by":"publisher","first-page":"1069","DOI":"10.1109\/TII.2023.3280325","volume":"20","author":"P Tedeschi","year":"2024","unstructured":"Tedeschi P, Al Nuaimi FA, Awad AI, Natalizio E (2024) Privacy-aware remote identification for unmanned aerial vehicles current solutions, potential threats, and future directions. IEEE Trans Ind Inform 20(2):1069\u20131080. https:\/\/doi.org\/10.1109\/TII.2023.3280325","journal-title":"IEEE Trans Ind Inform"},{"key":"11449_CR184","volume-title":"Advances in Autonomous Vehicles State of the Art and the Road to Autonomy","author":"KP Valavanis","year":"2018","unstructured":"Valavanis KP (2018) Advances in autonomous vehicles state of the art and the road to autonomy. Springer, Berlin\/Heidelberg"},{"key":"11449_CR185","doi-asserted-by":"publisher","unstructured":"Vargas IF, Freitas EP (2024) Ai empowered drones analyzing challenges and crafting solutions for effective regulation in autonomous operations from the brazilian landscape perspective. In: Proceedings of the 2024 International Conference on Unmanned Aircraft Systems (ICUAS). https:\/\/doi.org\/10.1109\/icuas60882.2024.10556961","DOI":"10.1109\/icuas60882.2024.10556961"},{"issue":"18","key":"11449_CR186","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12183786","volume":"12","author":"W Villegas-Ch","year":"2023","unstructured":"Villegas-Ch W, Garc\u00eda-Ortiz J (2023) Toward a comprehensive framework for ensuring security and privacy in artificial intelligence. Electronics 12(18):3786. https:\/\/doi.org\/10.3390\/electronics12183786","journal-title":"Electronics"},{"key":"11449_CR187","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-57959-7","volume-title":"The EU General Data Protection Regulation (GDPR) a practical guide","author":"P Voigt","year":"2017","unstructured":"Voigt P, Bussche A (2017) The EU General Data Protection Regulation (GDPR) a practical guide. Springer, New York"},{"issue":"2","key":"11449_CR189","doi-asserted-by":"crossref","first-page":"172","DOI":"10.1515\/popets-2016-0022","volume":"2016","author":"Y Wang","year":"2016","unstructured":"Wang Y, Xia H, Yao Y, Huang Y (2016) Flying eyes and hidden controllers a qualitative study of people\u2019s privacy perceptions of civilian drones in the US. Proc Privacy Enhancing Technol 2016(2):172\u2013190","journal-title":"Proc Privacy Enhancing Technol"},{"key":"11449_CR190","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1109\/TCCN.2019.2946864","volume":"6","author":"LC Wang","year":"2019","unstructured":"Wang LC, Chao YS, Cheng SH, Han Z (2019) An integrated affinity propagation and machine learning approach for interference management in drone base stations. IEEE Trans Cogn Commun Netw 6:83\u201394","journal-title":"IEEE Trans Cogn Commun Netw"},{"key":"11449_CR188","doi-asserted-by":"publisher","DOI":"10.3390\/rs14225786","author":"J Wang","year":"2022","unstructured":"Wang J et al (2022) CNN-based object detection for UAV applications. Remote Sens. https:\/\/doi.org\/10.3390\/rs14225786","journal-title":"Remote Sensing"},{"key":"11449_CR191","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TSP.2022.3178021","volume":"70","author":"Y Wang","year":"2022","unstructured":"Wang Y, Yan SJ, Zhou X, Hu J, Sun J, Li J, Shu F (2022) Covert communication with energy replenishment constraints in uav networks. IEEE Trans Signal Process 70:1\u201313. https:\/\/doi.org\/10.1109\/TSP.2022.3178021","journal-title":"IEEE Trans Signal Process"},{"issue":"9","key":"11449_CR192","doi-asserted-by":"publisher","first-page":"77","DOI":"10.23919\/JCC.2022.09.007","volume":"19","author":"J Wang","year":"2022","unstructured":"Wang J, Wang X, Gao R et al (2022) Physical layer security for UAV communications a comprehensive survey. China Commun 19(9):77\u2013115. https:\/\/doi.org\/10.23919\/JCC.2022.09.007","journal-title":"China Commun"},{"key":"11449_CR195","doi-asserted-by":"publisher","DOI":"10.1109\/tvt.2022.3178021","author":"Y Wang","year":"2022","unstructured":"Wang Y, Yan SJ, Zhou X et al (2022) Covert communication with energy replenishment constraints in UAV networks. IEEE Trans Veh Technol. https:\/\/doi.org\/10.1109\/tvt.2022.3178021","journal-title":"IEEE Trans Veh Technol"},{"key":"11449_CR196","doi-asserted-by":"publisher","unstructured":"Wang D, Yang Y, Wang T et al (2022) Physical-layer secure precoding for UAV communications with full-duplex jamming. In: Proceedings of the 5th International Conference on Communication Engineering and Technology (ICCET). https:\/\/doi.org\/10.1109\/ICCET55794.2022.00012","DOI":"10.1109\/ICCET55794.2022.00012"},{"key":"11449_CR194","doi-asserted-by":"publisher","unstructured":"Wang N, Mutzner N, Blanchet K (2023) Societal acceptance of urban use of drones A scoping literature review. Preprint, SSRN. https:\/\/doi.org\/10.2139\/ssrn.4509569","DOI":"10.2139\/ssrn.4509569"},{"key":"11449_CR193","doi-asserted-by":"publisher","unstructured":"Wang R, Liu X, Xie L, Liu Y, Su Z, Liu D, Zhang H (2024) Privacy-preserving incentive scheme design for UAV-enabled federated learning. In: Proceedings of the IEEE Wireless Communications and Networking Conference (WCNC), pp. 1\u20136. https:\/\/doi.org\/10.1109\/WCNC57260.2024.10571180","DOI":"10.1109\/WCNC57260.2024.10571180"},{"key":"11449_CR197","unstructured":"Warden P et al (2022) TinyML Machine learning on ultra-low power microcontrollers. O\u2019Reilly Media"},{"issue":"10","key":"11449_CR198","doi-asserted-by":"publisher","first-page":"884","DOI":"10.3390\/aerospace10100884","volume":"10","author":"A Warrier","year":"2023","unstructured":"Warrier A, Al-Rubaye S, Inalhan G, Tsourdos A (2023) AI-enabled interference mitigation for autonomous aerial vehicles in urban 5G networks. Aerospace 10(10):884. https:\/\/doi.org\/10.3390\/aerospace10100884","journal-title":"Aerospace"},{"issue":"1","key":"11449_CR199","doi-asserted-by":"crossref","first-page":"9","DOI":"10.3390\/drones6010009","volume":"6","author":"AH Wheeb","year":"2021","unstructured":"Wheeb AH, Nordin R, Samah AA, Alsharif MH, Khan MA (2021) Topology-based routing protocols and mobility models for flying ad hoc networks a contemporary review and future research directions. Drones 6(1):9","journal-title":"Drones"},{"key":"11449_CR200","doi-asserted-by":"publisher","unstructured":"Wolff M, Zumberge JE, Hencey B (2023) Optimal route planning and power management for hybrid uav using a* algorithm. In: Proceedings of the 2023 10th International Conference on Recent Advances in Air and Space Technologies (RAST). https:\/\/doi.org\/10.1109\/RAST57548.2023.10197663","DOI":"10.1109\/RAST57548.2023.10197663"},{"key":"11449_CR201","doi-asserted-by":"publisher","unstructured":"Wolff M, Zumberge JE, Hencey B et al (2023) Optimal route planning and power management for hybrid UAV using a* algorithm. In: AIAA Aviation Forum. https:\/\/doi.org\/10.2514\/6.2023-4508","DOI":"10.2514\/6.2023-4508"},{"key":"11449_CR205","doi-asserted-by":"crossref","unstructured":"Wu Q, Zhang R (2017) Delay-constrained throughput maximization in UAV-enabled OFDM systems. In: Proceedings of the 23rd Asia-Pacific Conference on Communications (APCC), Perth, pp. 1\u20136","DOI":"10.23919\/APCC.2017.8304088"},{"key":"11449_CR202","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1109\/MWC.001.1900050","volume":"26","author":"Q Wu","year":"2019","unstructured":"Wu Q, Mei W, Zhang R (2019) Safeguarding wireless network with UAVs a physical layer security perspective. IEEE Wirel Commun 26:12\u201318","journal-title":"IEEE Wirel Commun"},{"key":"11449_CR203","doi-asserted-by":"crossref","first-page":"7464","DOI":"10.1109\/TVT.2021.3093318","volume":"70","author":"Y Wu","year":"2021","unstructured":"Wu Y, Low KH, Pang B, Tan Q (2021) Swarm-based 4d path planning for drone operations in urban environments. IEEE Trans Veh Technol 70:7464\u20137479","journal-title":"IEEE Trans Veh Technol"},{"key":"11449_CR204","doi-asserted-by":"publisher","unstructured":"Wu H, Sun L, Cai M, Yang J, He J (2024) Fault simulation method of UAV flight control sensor based on hardware-in-the-loop simulation. In: Proceedings of the International Symposium on Sensor Technology and Control (ISSTC), pp. 59\u201364. https:\/\/doi.org\/10.1109\/ISSTC63573.2024.10824120","DOI":"10.1109\/ISSTC63573.2024.10824120"},{"key":"11449_CR206","doi-asserted-by":"publisher","DOI":"10.3390\/drones5040119","author":"Y Xiang","year":"2021","unstructured":"Xiang Y et al (2021) Artificial intelligence for air traffic compliance of UAVs in EASA framework. Drones. https:\/\/doi.org\/10.3390\/drones5040119","journal-title":"Drones"},{"key":"11449_CR208","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1109\/MCOM.2016.7470937","volume":"54","author":"Z Xiao","year":"2016","unstructured":"Xiao Z, Xia P, Xia X-G (2016) Enabling UAV cellular with millimeter-wave communication potentials and approaches. IEEE Commun Mag 54:66\u201373","journal-title":"IEEE Commun Mag"},{"key":"11449_CR207","doi-asserted-by":"publisher","DOI":"10.1002\/aenm.202101725","author":"Y Xiao","year":"2021","unstructured":"Xiao Y et al (2021) Solid-state batteries and their integration in UAV systems. Adv Energy Mater. https:\/\/doi.org\/10.1002\/aenm.202101725","journal-title":"Adv Energy Mater"},{"key":"11449_CR209","doi-asserted-by":"crossref","unstructured":"Xie J, Zhang J, Zhang T (2014) An efficient transmission of 4D trajectory short messages on LDACS1. In: Proceedings of the Integrated Communications, Navigation and Surveillance Conference (ICNS), Herndon, pp. 3\u20131311","DOI":"10.1109\/ICNSurv.2014.6820025"},{"key":"11449_CR213","doi-asserted-by":"crossref","unstructured":"Xu C, Clerckx B, Chen S, Mao Y, Zhang J (2020) Rate-splitting multiple access for multi-antenna joint communication and radar transmissions. In: Proceedings of the IEEE International Conference on Communications Workshops (ICC Workshops), Dublin, pp. 1\u20136","DOI":"10.1109\/ICCWorkshops49005.2020.9145168"},{"key":"11449_CR210","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3098325","author":"K Xu","year":"2021","unstructured":"Xu K et al (2021) Graph neural networks in UAV swarm control. IEEE Trans Veh Technol. https:\/\/doi.org\/10.1109\/TVT.2021.3098325","journal-title":"IEEE Trans Veh Technol"},{"key":"11449_CR215","doi-asserted-by":"publisher","unstructured":"Xu F, Yang H-C (2022) Session-specific energy consumption minimization for UAV-enabled sensor data collection. In: IEEE WCNC. https:\/\/doi.org\/10.1109\/wcnc51071.2022.9771621","DOI":"10.1109\/wcnc51071.2022.9771621"},{"key":"11449_CR216","doi-asserted-by":"publisher","unstructured":"Xu F, Yang H-C (2022) Session-specific energy consumption minimization for uav-enabled sensor data collection. In: Proceedings of the 2022 IEEE Wireless Communications and Networking Conference (WCNC). https:\/\/doi.org\/10.1109\/WCNC51071.2022.9771621","DOI":"10.1109\/WCNC51071.2022.9771621"},{"key":"11449_CR217","doi-asserted-by":"publisher","unstructured":"Xu C, Zhan C, Liao J et al (2022) UAV-enabled mobile edge computing with binary computation offloading and energy constraints. J Internet Technol. https:\/\/doi.org\/10.53106\/160792642022092305003","DOI":"10.53106\/160792642022092305003"},{"issue":"8","key":"11449_CR211","doi-asserted-by":"publisher","first-page":"5348","DOI":"10.1109\/TCOMM.2022.3184214","volume":"70","author":"C Xu","year":"2022","unstructured":"Xu C, Zhan C, Liao J, Gong J (2022) Computation throughput maximization for uav-enabled mec with binary computation offloading. IEEE Trans Commun 70(8):5348\u20135359. https:\/\/doi.org\/10.1109\/TCOMM.2022.3184214","journal-title":"IEEE Trans Commun"},{"issue":"8","key":"11449_CR212","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2023.101717","volume":"35","author":"F Xu","year":"2023","unstructured":"Xu F, Ahmad S, Khan MN, Ahmed M, Raza S, Khan F, Ma Y, Khan WU (2023) Beyond encryption exploring the potential of physical layer security in UAV networks. Journal of King Saud University - Computer and Information Sciences 35(8):101717. https:\/\/doi.org\/10.1016\/j.jksuci.2023.101717","journal-title":"Journal of King Saud University - Computer and Information Sciences"},{"key":"11449_CR214","doi-asserted-by":"crossref","unstructured":"Xue S, Bi S, Lin X (2019) Energy minimization in UAV-aided wireless sensor networks with OFDMA. In: Proceedings of the 11th International Conference on Wireless Communications and Signal Processing (WCSP), Xi\u2019an, pp. 1\u20137","DOI":"10.1109\/WCSP.2019.8927916"},{"key":"11449_CR218","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1016\/j.iotcps.2023.04.001","volume":"3","author":"J-PA Yaacoub","year":"2023","unstructured":"Yaacoub J-PA, Noura HN, Salman O (2023) Security of federated learning with IoT systems issues, limitations, challenges, and solutions. Internet of Things and Cyber-Physical Systems 3:155\u2013179. https:\/\/doi.org\/10.1016\/j.iotcps.2023.04.001","journal-title":"Internet of Things and Cyber-Physical Systems"},{"key":"11449_CR219","doi-asserted-by":"publisher","unstructured":"Yacef F, Rizoug N, Degaa L al (2023) Estimation of power consumption for multirotor unmanned aerial vehicles via a multiphysical model. Proc Article. https:\/\/doi.org\/10.1109\/codit58514.2023.10284510","DOI":"10.1109\/codit58514.2023.10284510"},{"key":"11449_CR220","doi-asserted-by":"publisher","unstructured":"Yacef F, Rizoug N, Degaa L, Al\u00a0Hammadi M, Almesafri N, Zafar S (2023) Estimation of power consumption for multirotor unmanned aerial vehicles via a multiphysical model. In: Proceedings of the 2023 10th International Conference on Recent Advances in Air and Space Technologies (RAST). https:\/\/doi.org\/10.1109\/RAST57548.2023.10197663","DOI":"10.1109\/RAST57548.2023.10197663"},{"key":"11449_CR221","doi-asserted-by":"crossref","first-page":"107769","DOI":"10.1109\/ACCESS.2019.2933173","volume":"7","author":"C Yan","year":"2019","unstructured":"Yan C, Fu L, Zhang J, Wang J (2019) A comprehensive survey on UAV communication channel modeling. IEEE Access 7:107769\u2013107792","journal-title":"IEEE Access"},{"key":"11449_CR222","doi-asserted-by":"publisher","DOI":"10.1145\/3298981","author":"Q Yang","year":"2019","unstructured":"Yang Q et al (2019) Federated machine learning concept and applications. ACM Trans Intell Syst Technol. https:\/\/doi.org\/10.1145\/3298981","journal-title":"ACM Trans Intell Syst Technol"},{"key":"11449_CR223","doi-asserted-by":"crossref","unstructured":"Yang Y, Ma Z, Wang Y (2019) SDM technology based on spot-beam antenna. In: Proceedings of the 3rd International Conference on Mechatronics Engineering and Information Technology (ICMEIT), Dalian, pp. 788\u2013794","DOI":"10.2991\/icmeit-19.2019.126"},{"key":"11449_CR224","doi-asserted-by":"publisher","unstructured":"Yao A, Pal S, Dong C, Li X, Liu X (2024) A framework for user biometric privacy protection in UAV delivery systems with edge computing. In: Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), pp. 631\u2013636. https:\/\/doi.org\/10.1109\/PerComWorkshops59983.2024.10502849","DOI":"10.1109\/PerComWorkshops59983.2024.10502849"},{"key":"11449_CR225","doi-asserted-by":"crossref","first-page":"2171","DOI":"10.1109\/TVT.2019.2960765","volume":"69","author":"S Yin","year":"2019","unstructured":"Yin S, Li L, Yu FR (2019) Resource allocation and base station placement in downlink cellular networks assisted by multiple wireless powered UAVs. IEEE Trans Veh Technol 69:2171\u20132184","journal-title":"IEEE Trans Veh Technol"},{"key":"11449_CR226","doi-asserted-by":"crossref","unstructured":"Yin L, Clerckx B (2020) Rate-splitting multiple access for multibeam satellite communications. In: Proceedings of the IEEE International Conference on Communications Workshops (ICC Workshops), Dublin, pp. 1\u20136","DOI":"10.1109\/ICCWorkshops49005.2020.9145200"},{"key":"11449_CR227","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1109\/MCOM.2018.1700423","volume":"56","author":"X Yue","year":"2018","unstructured":"Yue X, Liu Y, Wang J, Song H, Cao H (2018) Software defined radio and wireless acoustic networking for amateur drone surveillance. IEEE Commun Mag 56:90\u201397","journal-title":"IEEE Commun Mag"},{"key":"11449_CR228","doi-asserted-by":"publisher","unstructured":"Yuniarti D (2018) Regulatory challenges of broadband communication services from high altitude platforms (HAPs). In: Proceedings of the International Conference on Information and Communications Technology (ICOIACT), pp. 919\u2013922. https:\/\/doi.org\/10.1109\/ICOIACT.2018.8350752","DOI":"10.1109\/ICOIACT.2018.8350752"},{"issue":"6","key":"11449_CR229","doi-asserted-by":"publisher","first-page":"3747","DOI":"10.1109\/TWC.2017.2688328","volume":"16","author":"Y Zeng","year":"2017","unstructured":"Zeng Y, Zhang R (2017) Energy-efficient uav communication with trajectory optimization. IEEE Trans Wireless Commun 16(6):3747\u20133760. https:\/\/doi.org\/10.1109\/TWC.2017.2688328","journal-title":"IEEE Trans Wireless Commun"},{"issue":"5","key":"11449_CR230","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1109\/MCOM.2016.7470933","volume":"54","author":"Y Zeng","year":"2016","unstructured":"Zeng Y, Zhang R, Lim TJ (2016) Wireless communications with unmanned aerial vehicles: opportunities and challenges. IEEE Commun Mag 54(5):36\u201342. https:\/\/doi.org\/10.1109\/MCOM.2016.7470933","journal-title":"IEEE Commun Mag"},{"key":"11449_CR231","doi-asserted-by":"crossref","first-page":"7634","DOI":"10.1109\/TVT.2020.2986776","volume":"69","author":"F Zeng","year":"2020","unstructured":"Zeng F, Hu Z, Xiao Z, Jiang H, Zhou S, Liu W, Liu D (2020) Resource allocation and trajectory optimization for QoE provisioning in energy-efficient UAV-enabled wireless networks. IEEE Trans Veh Technol 69:7634\u20137647","journal-title":"IEEE Trans Veh Technol"},{"key":"11449_CR232","volume-title":"Modelling of Energy Storage System in the Australian Electricity Market","author":"Q Zhai","year":"2018","unstructured":"Zhai Q (2018) Modelling of Energy Storage System in the Australian Electricity Market. UNSW Sydney, Sydney"},{"key":"11449_CR238","doi-asserted-by":"crossref","unstructured":"Zhang X, Liu L, Dai Y (2018) Fuzzy state machine energy management strategy for hybrid electric UAVs with PV\/fuel cell\/battery power system. Int J Aerospace Eng 1\u201316","DOI":"10.1155\/2018\/2852941"},{"key":"11449_CR234","doi-asserted-by":"crossref","first-page":"117460","DOI":"10.1109\/ACCESS.2019.2929241","volume":"7","author":"L Zhang","year":"2019","unstructured":"Zhang L, Zhao H, Hou S, Zhao Z, Xu H, Wu X, Wu Q, Zhang R (2019) A survey on 5G millimeter wave communications for UAV-assisted wireless networks. IEEE Access 7:117460\u2013117504","journal-title":"IEEE Access"},{"key":"11449_CR235","doi-asserted-by":"crossref","first-page":"3453","DOI":"10.1109\/ACCESS.2019.2962547","volume":"8","author":"S Zhang","year":"2019","unstructured":"Zhang S, Shi S, Gu S, Gu X (2019) Power control and trajectory planning based interference management for UAV-assisted wireless sensor networks. IEEE Access 8:3453\u20133464","journal-title":"IEEE Access"},{"key":"11449_CR236","doi-asserted-by":"crossref","first-page":"3864","DOI":"10.3390\/s20143864","volume":"20","author":"J Zhang","year":"2020","unstructured":"Zhang J, Chuai G, Gao W (2020) Power control and clustering-based interference management for UAV-assisted networks. Sensors 20:3864","journal-title":"Sensors"},{"key":"11449_CR233","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpowsour.2022.231367","author":"S Zhang","year":"2022","unstructured":"Zhang S et al (2022) Application of Li-S batteries in UAV power systems. J Power Sources. https:\/\/doi.org\/10.1016\/j.jpowsour.2022.231367","journal-title":"J Power Sources"},{"key":"11449_CR237","doi-asserted-by":"publisher","DOI":"10.1109\/icccworkshops62562.2024.10693823","author":"N Zhang","year":"2024","unstructured":"Zhang N, Wu F, Xu Y, Zhang Z, Zhang Z, Zhang Z (2024) Energy consumption minimizing for fixed-wing uav inspection systems with kinematic constraints. Proc Article. https:\/\/doi.org\/10.1109\/icccworkshops62562.2024.10693823","journal-title":"Proceedings Article"},{"key":"11449_CR239","doi-asserted-by":"publisher","unstructured":"Zhang N, Wu F, Xu Y al (2024) Energy consumption minimizing for fixed-wing uav inspection systems with kinematic constraints. J Article. https:\/\/doi.org\/10.1109\/icccworkshops62562.2024.10693823","DOI":"10.1109\/icccworkshops62562.2024.10693823"},{"issue":"1","key":"11449_CR240","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1007\/s11036-018-1193-x","volume":"25","author":"Y Zhi","year":"2020","unstructured":"Zhi Y, Fu Z, Sun X, Yu J (2020) Security and privacy issues of UAV a survey. Mob Netw Appl 25(1):95\u2013101","journal-title":"Mob Netw Appl"},{"issue":"12","key":"11449_CR242","doi-asserted-by":"crossref","first-page":"11280","DOI":"10.1109\/TVT.2018.2868944","volume":"67","author":"Y Zhou","year":"2018","unstructured":"Zhou Y, Yeoh PL, Chen H, Li Y, Schober R, Zhuo L, Vucetic B (2018) Improving physical layer security via a UAV friendly jammer for unknown eavesdropper location. IEEE Trans Veh Technol 67(12):11280\u201311284","journal-title":"IEEE Trans Veh Technol"},{"key":"11449_CR243","doi-asserted-by":"crossref","first-page":"1927","DOI":"10.1109\/JSAC.2018.2864426","volume":"36","author":"F Zhou","year":"2018","unstructured":"Zhou F, Wu Y, Hu RQ, Qian Y (2018) Computation rate maximization in UAV-enabled wireless-powered mobile-edge computing systems. IEEE J Sel Areas Commun 36:1927\u20131941","journal-title":"IEEE J Sel Areas Commun"},{"key":"11449_CR245","doi-asserted-by":"publisher","unstructured":"Zhou L, Leng S, Liu Q, Wang Q (2021) Intelligent UAV swarm cooperation for multiple targets tracking. IEEE Internet Things J. https:\/\/doi.org\/10.1109\/JIOT.2021.3085673","DOI":"10.1109\/JIOT.2021.3085673"},{"key":"11449_CR246","doi-asserted-by":"publisher","unstructured":"Zhou Y, Shi D-x, Yang H, et al (2022) Deep reinforcement learning for multi-UAV exploration under energy constraints. Lecture Notes Comput Sci. https:\/\/doi.org\/10.1007\/978-3-031-24386-8_20","DOI":"10.1007\/978-3-031-24386-8_20"},{"key":"11449_CR247","doi-asserted-by":"publisher","unstructured":"Zhou Y, Shi D, Yang H, Hu H, Yang S, Zhang Y (2022) Deep reinforcement learning for multi-uav exploration under energy constraints. Collaborative Comput Netw Appl Worksharing. https:\/\/doi.org\/10.1007\/978-3-031-24386-8_20","DOI":"10.1007\/978-3-031-24386-8_20"},{"key":"11449_CR241","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3248745","author":"Z Zhou","year":"2023","unstructured":"Zhou Z et al (2023) Graph neural network-based UAV coordination for multi-target tracking. IEEE Internet Things J. https:\/\/doi.org\/10.1109\/JIOT.2023.3248745","journal-title":"IEEE Internet Things J"},{"key":"11449_CR244","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcan.2024.11.005","author":"L Zhou","year":"2024","unstructured":"Zhou L, Yin H, Zhao H, Wei J, Hu D, Leung VCM et al (2024) A comprehensive survey of artificial intelligence applications in UAV-enabled wireless networks. Digit Commun Networks. https:\/\/doi.org\/10.1016\/j.dcan.2024.11.005","journal-title":"Digit Commun Networks"}],"container-title":["Artificial Intelligence Review"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10462-025-11449-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10462-025-11449-7","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10462-025-11449-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T05:47:02Z","timestamp":1771480022000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10462-025-11449-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,11]]},"references-count":246,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2026,2]]}},"alternative-id":["11449"],"URL":"https:\/\/doi.org\/10.1007\/s10462-025-11449-7","relation":{},"ISSN":["1573-7462"],"issn-type":[{"value":"1573-7462","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,12,11]]},"assertion":[{"value":"12 October 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 November 2025","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 December 2025","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no relevant financial or non-financial interests to disclose. They certify that they have no affiliations with or involvement in any organization or entity with any financial or non-financial interest in the subject matter or materials discussed in this manuscript. The authors further confirm that they have no conflict of interest and no financial or proprietary interests in the material presented in this article.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}],"article-number":"59"}}