{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T15:10:03Z","timestamp":1750173003223,"version":"3.41.0"},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"18","license":[{"start":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T00:00:00Z","timestamp":1742860800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T00:00:00Z","timestamp":1742860800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100005645","name":"B\u1ed9 Gi\u00e1o d\u1ee5c v\u00e0 \u0110\u00e0o t\u1ea1o","doi-asserted-by":"publisher","award":["B2024.NHF.01"],"award-info":[{"award-number":["B2024.NHF.01"]}],"id":[{"id":"10.13039\/501100005645","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2025,6]]},"DOI":"10.1007\/s00521-025-11108-6","type":"journal-article","created":{"date-parts":[[2025,3,29]],"date-time":"2025-03-29T00:50:45Z","timestamp":1743209445000},"page":"12031-12058","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Propagation-aware Q-coverage and Q-connectivity network design in relay-aided IoT sensor systems using heuristic and genetic algorithms"],"prefix":"10.1007","volume":"37","author":[{"given":"Nguyen Xuan","family":"Thang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-7929-3329","authenticated-orcid":false,"given":"Nguyen Thi","family":"Hanh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nguyen Van","family":"Son","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nguyen Phuc","family":"Tan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"To Quang","family":"Hung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Trinh Van","family":"Chien","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huynh Thi Thanh","family":"Binh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,3,25]]},"reference":[{"issue":"1","key":"11108_CR1","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1109\/JIOT.2021.3103320","volume":"9","author":"DC Nguyen","year":"2021","unstructured":"Nguyen DC, Ding M, Pathirana PN, Seneviratne A, Li J, Niyato D, Dobre O, Poor HV (2021) 6G Internet of Things: a comprehensive survey. IEEE Internet Things J 9(1):359\u2013383","journal-title":"IEEE Internet Things J"},{"key":"11108_CR2","doi-asserted-by":"crossref","unstructured":"Mahmood NH, Berardinelli G, Khatib EJ, Hashemi R, Lima C, Latva-aho M (2022) A functional architecture for 6G special purpose industrial IoT networks. IEEE Transactions on Industrial Informatics","DOI":"10.1109\/TII.2022.3182988"},{"issue":"4","key":"11108_CR3","first-page":"1731","volume":"7","author":"K Paul","year":"2017","unstructured":"Paul K, Kumar N, Agrawal S (2017) Optimal rescheduling of real power to mitigate congestion with incorporation of wind farm using gravitational search algorithm in deregulated environment. Int J Renew Energy Res (IJRER) 7(4):1731\u20131740","journal-title":"Int J Renew Energy Res (IJRER)"},{"key":"11108_CR4","doi-asserted-by":"crossref","unstructured":"Paul K, Kumar N (2018) Cuckoo search algorithm for congestion alleviation with incorporation of wind farm. International Journal of Electrical & Computer Engineering (2088-8708) 8(6)","DOI":"10.11591\/ijece.v8i6.pp4871-4879"},{"issue":"2","key":"11108_CR5","doi-asserted-by":"publisher","first-page":"751","DOI":"10.1007\/s40095-021-00457-2","volume":"13","author":"K Paul","year":"2022","unstructured":"Paul K (2022) Modified grey wolf optimization approach for power system transmission line congestion management based on the influence of solar photovoltaic system. Int J Energy Environ Eng 13(2):751\u2013767","journal-title":"Int J Energy Environ Eng"},{"issue":"2","key":"11108_CR6","doi-asserted-by":"publisher","first-page":"1159","DOI":"10.1109\/JIOT.2021.3079115","volume":"9","author":"A Abdrabou","year":"2021","unstructured":"Abdrabou A, Al Darei MS, Prakash M, Zhuang W (2021) Application-oriented traffic modeling of WiFi-based internet of things gateways. IEEE Int Things J 9(2):1159\u20131170","journal-title":"IEEE Int Things J"},{"issue":"9","key":"11108_CR7","doi-asserted-by":"publisher","first-page":"6305","DOI":"10.1109\/JIOT.2020.2998584","volume":"9","author":"N Misra","year":"2020","unstructured":"Misra N, Dixit Y, Al-Mallahi A, Bhullar MS, Upadhyay R, Martynenko A (2020) IoT, big data, and artificial intelligence in agriculture and food industry. IEEE Int Things J 9(9):6305\u20136324","journal-title":"IEEE Int Things J"},{"key":"11108_CR8","doi-asserted-by":"crossref","unstructured":"Paul K (2022) Multi-objective risk-based optimal power system operation with renewable energy resources and battery energy storage system: A novel hybrid modified grey wolf optimization\u2013sine cosine algorithm approach. Transactions of the Institute of Measurement and Control, 01423312221079962","DOI":"10.1177\/01423312221079962"},{"issue":"4","key":"11108_CR9","doi-asserted-by":"publisher","first-page":"459","DOI":"10.1177\/01436244231170387","volume":"44","author":"K Paul","year":"2023","unstructured":"Paul K, Hati D (2023) A novel hybrid harris hawk optimization and sine cosine algorithm based home energy management system for residential buildings. Build Serv Eng Res & Technol 44(4):459\u2013480","journal-title":"Build Serv Eng Res & Technol"},{"key":"11108_CR10","doi-asserted-by":"publisher","first-page":"107087","DOI":"10.1109\/ACCESS.2020.3000600","volume":"8","author":"TH Nguyen","year":"2020","unstructured":"Nguyen TH, Jung W-S, Tu LT, Van Chien T, Yoo D, Ro S (2020) Performance analysis and optimization of the coverage probability in dual hop LoRa networks with different fading channels. IEEE Access 8:107087\u2013107102","journal-title":"IEEE Access"},{"key":"11108_CR11","doi-asserted-by":"crossref","unstructured":"Jamshed MA, Ali K, Abbasi QH, Imran MA, Ur-Rehman M (2022) Challenges, applications and future of wireless sensors in Internet of Things: A review. IEEE Sensors Journal","DOI":"10.1109\/JSEN.2022.3148128"},{"issue":"1","key":"11108_CR12","doi-asserted-by":"publisher","first-page":"689","DOI":"10.1109\/JSEN.2022.3224128","volume":"23","author":"TN Nguyen","year":"2022","unstructured":"Nguyen TN, Tran D-H, Van Chien T, Phan V-D, Nguyen N-T, Voznak M, Chatzinotas S, Ottersten B, Poor HV (2022) Physical layer security in af-based cooperative SWIPT sensor networks. IEEE Sens J 23(1):689\u2013705","journal-title":"IEEE Sens J"},{"issue":"21","key":"11108_CR13","doi-asserted-by":"publisher","first-page":"21662","DOI":"10.1109\/JIOT.2022.3182755","volume":"9","author":"TN Nguyen","year":"2022","unstructured":"Nguyen TN, Tran D-H, Van Chien T, Phan V-D, Voznak M, Tin PT, Chatzinotas S, Ng DWK, Poor HV (2022) Security-reliability tradeoff analysis for SWIPT-and AF-based IoT networks with friendly jammers. IEEE Int Things J 9(21):21662\u201321675","journal-title":"IEEE Int Things J"},{"issue":"10","key":"11108_CR14","doi-asserted-by":"publisher","first-page":"7211","DOI":"10.1109\/JIOT.2021.3094275","volume":"9","author":"V Tanyingyong","year":"2021","unstructured":"Tanyingyong V, Olsson R, Hidell M, Sj\u00f6din P (2021) Scalable IoT sensing systems with dynamic sinks. IEEE Int Things J 9(10):7211\u20137227","journal-title":"IEEE Int Things J"},{"key":"11108_CR15","doi-asserted-by":"crossref","unstructured":"Benchaira D, Tibermacine O, Bechkit W, Bachir A1 (2022) Leveraging predictability for global optimization of IoT networks. In: ICC 2022-IEEE International Conference on Communications, pp. 3586\u2013359. IEEE","DOI":"10.1109\/ICC45855.2022.9838916"},{"key":"11108_CR16","doi-asserted-by":"publisher","first-page":"103578","DOI":"10.1016\/j.jnca.2022.103578","volume":"212","author":"NT Hanh","year":"2023","unstructured":"Hanh NT, Binh HTT, Truong VQ, Tan NP, Phap HC (2023) Node placement optimization under q-coverage and q-connectivity constraints in wireless sensor networks. J Netw Comput Appl 212:103578","journal-title":"J Netw Comput Appl"},{"key":"11108_CR17","doi-asserted-by":"crossref","unstructured":"Boualem A, Ayaida M, De\u00a0Runz C (2021) Semi-deterministic deployment based area coverage optimization in mobile WSN. In: 2021 IEEE Global Communications Conference (GLOBECOM), pp. 1\u20136 . IEEE","DOI":"10.1109\/GLOBECOM46510.2021.9685760"},{"issue":"11","key":"11108_CR18","doi-asserted-by":"publisher","first-page":"8892","DOI":"10.1109\/JIOT.2021.3116785","volume":"9","author":"M Dzaferagic","year":"2021","unstructured":"Dzaferagic M, Marchetti N, Macaluso I (2021) Fault detection and classification in industrial IoT in case of missing sensor data. IEEE Int Things J 9(11):8892\u20138900","journal-title":"IEEE Int Things J"},{"issue":"3","key":"11108_CR19","doi-asserted-by":"publisher","first-page":"817","DOI":"10.1109\/LWC.2019.2894667","volume":"8","author":"X Yang","year":"2019","unstructured":"Yang X, Wen Y, Yuan D, Zhang M, Zhao H, Meng Y (2019) Coverage degree-coverage model in wireless visual sensor networks. IEEE Wirel Commun Lett 8(3):817\u2013820","journal-title":"IEEE Wirel Commun Lett"},{"key":"11108_CR20","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1016\/j.proeng.2016.06.652","volume":"149","author":"M Karatas","year":"2016","unstructured":"Karatas M, Razi N, Tozan H (2016) A comparison of p-median and maximal coverage location models with Q-coverage requirement. Proced Eng 149:169\u2013176","journal-title":"Proced Eng"},{"key":"11108_CR21","doi-asserted-by":"crossref","unstructured":"Balaji S, Priyanka Anitha (2018) Optimal deployement of sensors in 3d - terrain with q-coverage constraints. In: 2018 IEEE SENSORS, pp. 1\u20134","DOI":"10.1109\/ICSENS.2018.8589873"},{"key":"11108_CR22","doi-asserted-by":"crossref","unstructured":"Manju Singh S, Dwivedi AK, Sharma AK, Mehra PS (2020) Learning automata based heuristics for target q-coverage. In: 2020 8th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO), pp. 170\u2013173","DOI":"10.1109\/ICRITO48877.2020.9197923"},{"key":"11108_CR23","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1016\/j.pmcj.2015.08.004","volume":"29","author":"HP Gupta","year":"2016","unstructured":"Gupta HP, Rao SV, Venkatesh T (2016) Analysis of stochastic coverage and connectivity in three-dimensional heterogeneous directional wireless sensor networks. Pervasive Mob Comput 29:38\u201356","journal-title":"Pervasive Mob Comput"},{"key":"11108_CR24","doi-asserted-by":"publisher","first-page":"544","DOI":"10.1016\/j.compeleceng.2015.11.009","volume":"56","author":"SK Gupta","year":"2016","unstructured":"Gupta SK, Kuila P, Jana PK (2016) Genetic algorithm approach for k-coverage and m-connected node placement in target based wireless sensor networks. Comput & Electric Eng 56:544\u2013556","journal-title":"Comput & Electric Eng"},{"issue":"6","key":"11108_CR25","doi-asserted-by":"publisher","first-page":"3167","DOI":"10.1007\/s11276-018-1709-0","volume":"25","author":"GP Gupta","year":"2019","unstructured":"Gupta GP, Jha S (2019) Biogeography-based optimization scheme for solving the coverage and connected node placement problem for wireless sensor networks. Wireless Netw 25(6):3167\u20133177","journal-title":"Wireless Netw"},{"key":"11108_CR26","doi-asserted-by":"crossref","unstructured":"Natarajan P, Parthiban L (2020) k-coverage m-connected node placement using shuffled frog leaping: Nelder\u2013mead algorithm in wsn. Journal of Ambient Intelligence and Humanized Computing","DOI":"10.1007\/s12652-020-02223-4"},{"key":"11108_CR27","doi-asserted-by":"crossref","unstructured":"Harizan S, Kuila P (2020) In: Das, S.K., Samanta, S., Dey, N., Kumar, R. (eds.) Nature-Inspired Algorithms for k-Coverage and m-Connectivity Problems in Wireless Sensor Networks, pp. 281\u2013301. Springer, Singapore","DOI":"10.1007\/978-981-13-9574-1_12"},{"issue":"1","key":"11108_CR28","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1007\/s10015-019-00556-8","volume":"25","author":"Y Yokose","year":"2020","unstructured":"Yokose Y (2020) Energy-saving trajectory planning for robots using the genetic algorithm with assistant chromosomes. Artif Life Robot 25(1):89\u201393","journal-title":"Artif Life Robot"},{"key":"11108_CR29","doi-asserted-by":"publisher","unstructured":"Wang L, Guo Q, Liu Y, Sun Y, Wei Z (2017) Contextual building selection based on a genetic algorithm in map generalization. ISPRS International Journal of Geo-Information 6(9) https:\/\/doi.org\/10.3390\/ijgi6090271","DOI":"10.3390\/ijgi6090271"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-025-11108-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-025-11108-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-025-11108-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T14:55:10Z","timestamp":1750172110000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-025-11108-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3,25]]},"references-count":29,"journal-issue":{"issue":"18","published-print":{"date-parts":[[2025,6]]}},"alternative-id":["11108"],"URL":"https:\/\/doi.org\/10.1007\/s00521-025-11108-6","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"type":"print","value":"0941-0643"},{"type":"electronic","value":"1433-3058"}],"subject":[],"published":{"date-parts":[[2025,3,25]]},"assertion":[{"value":"15 October 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 February 2025","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"25 March 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 have no Conflict of interest to declare that are relevant to the content of this article.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}