{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,30]],"date-time":"2026-07-30T15:09:29Z","timestamp":1785424169825,"version":"3.56.0"},"reference-count":52,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2022,10,3]],"date-time":"2022-10-03T00:00:00Z","timestamp":1664755200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,10,3]],"date-time":"2022-10-03T00:00:00Z","timestamp":1664755200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Peer-to-Peer Netw. Appl."],"published-print":{"date-parts":[[2023,1]]},"DOI":"10.1007\/s12083-022-01388-3","type":"journal-article","created":{"date-parts":[[2022,10,3]],"date-time":"2022-10-03T07:02:52Z","timestamp":1664780572000},"page":"189-209","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":60,"title":["CEDAR: A cluster-based energy-aware data aggregation routing protocol in the internet of things using capuchin search algorithm and fuzzy logic"],"prefix":"10.1007","volume":"16","author":[{"given":"Milad","family":"Mohseni","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fatemeh","family":"Amirghafouri","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7209-6302","authenticated-orcid":false,"given":"Behrouz","family":"Pourghebleh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2022,10,3]]},"reference":[{"key":"1388_CR1","first-page":"1","volume":"1","author":"B Pourghebleh","year":"2019","unstructured":"Pourghebleh B, Hayyolalam V (2019) A comprehensive and systematic review of the load balancing mechanisms in the Internet of Things. Cluster Comput 1:1\u201321","journal-title":"Cluster Comput"},{"issue":"8","key":"1388_CR2","doi-asserted-by":"publisher","first-page":"7550","DOI":"10.1109\/JIOT.2020.2985454","volume":"7","author":"S Han","year":"2020","unstructured":"Han S et al (2020) Location privacy-preserving distance computation for spatial crowdsourcing. IEEE Internet Things J 7(8):7550\u20137563","journal-title":"IEEE Internet Things J"},{"issue":"1","key":"1388_CR3","doi-asserted-by":"publisher","first-page":"22","DOI":"10.3390\/inventions4010022","volume":"4","author":"A Ghasempour","year":"2019","unstructured":"Ghasempour A (2019) Internet of things in smart grid: Architecture, applications, services, key technologies, and challenges. Inventions 4(1):22","journal-title":"Inventions"},{"key":"1388_CR4","doi-asserted-by":"crossref","unstructured":"Mehbodniya A et al (2018) Gibbs Sampling aided throughput improvement for next-generation Wi-Fi. in 2018 IEEE Globecom Workshops (GC Wkshps). IEEE","DOI":"10.1109\/GLOCOMW.2018.8644188"},{"issue":"7","key":"1388_CR5","doi-asserted-by":"publisher","first-page":"5371","DOI":"10.1007\/s11276-020-02405-0","volume":"26","author":"B Pourghebleh","year":"2020","unstructured":"Pourghebleh B, Hayyolalam V, Anvigh AA (2020) Service discovery in the Internet of Things: review of current trends and research challenges. Wirel Netw 26(7):5371\u20135391","journal-title":"Wirel Netw"},{"key":"1388_CR6","doi-asserted-by":"crossref","unstructured":"Pourghebleh B et al (2022) A roadmap towards energy\u2010efficient data fusion methods in the Internet of Things. Concurr Comput Pract Exp\u00a0e6959","DOI":"10.1002\/cpe.6959"},{"key":"1388_CR7","doi-asserted-by":"crossref","unstructured":"Pourghebleh B, Wakil K, Navimipour NJ (2019) A Comprehensive Study on the Trust Management Techniques in the Internet of Things. IEEE Internet Things J","DOI":"10.1109\/JIOT.2019.2933518"},{"issue":"1","key":"1388_CR8","first-page":"1","volume":"16","author":"L Zhao","year":"2022","unstructured":"Zhao L, Wang L (2022) A new lightweight network based on MobileNetV3. KSII Trans Internet Inf Syst (TIIS) 16(1):1\u201315","journal-title":"KSII Trans Internet Inf Syst (TIIS)"},{"key":"1388_CR9","unstructured":"Singh R et al (2022)\u00a0Analysis of network slicing for management of 5G networks using machine learning techniques. Wirel Commun Mob Comput"},{"key":"1388_CR10","doi-asserted-by":"crossref","unstructured":"Darabkh KA, Wafa'a KK, Ala\u2019F K (2020) LiM-AHP-GC: life time maximizing based on analytical hierarchal process and genetic clustering protocol for the internet of things environment. Comput Netw\u00a0176:107257","DOI":"10.1016\/j.comnet.2020.107257"},{"key":"1388_CR11","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1016\/j.jnca.2017.08.006","volume":"97","author":"B Pourghebleh","year":"2017","unstructured":"Pourghebleh B, Navimipour NJ (2017) Data aggregation mechanisms in the Internet of things: A systematic review of the literature and recommendations for future research. J Netw Comput Appl 97:23\u201334","journal-title":"J Netw Comput Appl"},{"issue":"2","key":"1388_CR12","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1109\/TGCN.2018.2885645","volume":"3","author":"D Sikeridis","year":"2018","unstructured":"Sikeridis D et al (2018) Energy-efficient orchestration in wireless powered internet of things infrastructures. IEEE Trans Green Commun Netw 3(2):317\u2013328","journal-title":"IEEE Trans Green Commun Netw"},{"issue":"3","key":"1388_CR13","doi-asserted-by":"publisher","first-page":"2190","DOI":"10.1109\/JIOT.2018.2827050","volume":"5","author":"NB Long","year":"2018","unstructured":"Long NB, Tran-Dang H, Kim D-S (2018) Energy-aware real-time routing for large-scale industrial internet of things. IEEE Internet Things J 5(3):2190\u20132199","journal-title":"IEEE Internet Things J"},{"issue":"2","key":"1388_CR14","doi-asserted-by":"publisher","first-page":"459","DOI":"10.1109\/TPDS.2021.3093234","volume":"33","author":"F Zhang","year":"2021","unstructured":"Zhang F et al (2021) POCLib: A high-performance framework for enabling near orthogonal processing on compression. IEEE Trans Parallel Distrib Syst 33(2):459\u2013475","journal-title":"IEEE Trans Parallel Distrib Syst"},{"key":"1388_CR15","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2022.115466","volume":"258","author":"Z Li","year":"2022","unstructured":"Li Z et al (2022) Towards real-time self-powered sensing with ample redundant charges by a piezostack-based frequency-converted generator from human motions. Energy Convers Manag 258:115466","journal-title":"Energy Convers Manag"},{"key":"1388_CR16","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2022.108059","volume":"101","author":"L Yan","year":"2022","unstructured":"Yan L et al (2022) Distributed optimization of heterogeneous UAV cluster PID controller based on machine learning. Comput Electr Eng 101:108059","journal-title":"Comput Electr Eng"},{"key":"1388_CR17","volume":"52","author":"A Kumar","year":"2022","unstructured":"Kumar A et al (2022) Optimal cluster head selection for energy efficient wireless sensor network using hybrid competitive swarm optimization and harmony search algorithm. Sustain Energy Technol Assess 52:102243","journal-title":"Sustain Energy Technol Assess"},{"issue":"24","key":"1388_CR18","doi-asserted-by":"publisher","first-page":"5486","DOI":"10.3390\/s19245486","volume":"19","author":"S Sennan","year":"2019","unstructured":"Sennan S et al (2019) Energy and delay aware data aggregation in routing protocol for Internet of Things. Sensors 19(24):5486","journal-title":"Sensors"},{"issue":"17","key":"1388_CR19","doi-asserted-by":"publisher","first-page":"13343","DOI":"10.1109\/JIOT.2021.3065966","volume":"8","author":"K Ma","year":"2021","unstructured":"Ma K et al (2021) Reliability-constrained throughput optimization of industrial wireless sensor networks with energy harvesting relay. IEEE Internet Things J 8(17):13343\u201313354","journal-title":"IEEE Internet Things J"},{"issue":"7","key":"1388_CR20","doi-asserted-by":"publisher","first-page":"3416","DOI":"10.3390\/app12073416","volume":"12","author":"W Zheng","year":"2022","unstructured":"Zheng W et al (2022) A deep fusion matching network semantic reasoning model. Appl Sci 12(7):3416","journal-title":"Appl Sci"},{"key":"1388_CR21","doi-asserted-by":"publisher","first-page":"521","DOI":"10.1109\/TIFS.2020.3014487","volume":"16","author":"S Zhao","year":"2020","unstructured":"Zhao S et al (2020) Smart and practical privacy-preserving data aggregation for fog-based smart grids. IEEE Trans Inf Forensics Secur 16:521\u2013536","journal-title":"IEEE Trans Inf Forensics Secur"},{"key":"1388_CR22","doi-asserted-by":"publisher","first-page":"526","DOI":"10.1016\/j.ins.2021.05.009","volume":"570","author":"W Yang","year":"2021","unstructured":"Yang W et al (2021) A privacy-preserving aggregation scheme based on negative survey for vehicle fuel consumption data. Inf Sci 570:526\u2013544","journal-title":"Inf Sci"},{"key":"1388_CR23","doi-asserted-by":"crossref","unstructured":"Manishankar S, Ranjitha P, Kumar TM (2017) Energy efficient data aggregation in sensor network using multiple sink data node. Int Conf Commun Signal Process (ICCSP). IEEE","DOI":"10.1109\/ICCSP.2017.8286397"},{"issue":"2","key":"1388_CR24","doi-asserted-by":"publisher","first-page":"1978","DOI":"10.1109\/TVT.2021.3053093","volume":"70","author":"K Cao","year":"2021","unstructured":"Cao K et al (2021) Achieving reliable and secure communications in wireless-powered NOMA systems. IEEE Trans Veh Technol 70(2):1978\u20131983","journal-title":"IEEE Trans Veh Technol"},{"issue":"2","key":"1388_CR25","doi-asserted-by":"publisher","first-page":"1243","DOI":"10.1007\/s11276-019-02142-z","volume":"26","author":"SA Dehkordi","year":"2020","unstructured":"Dehkordi SA et al (2020) A survey on data aggregation techniques in IoT sensor networks. Wireless Netw 26(2):1243\u20131263","journal-title":"Wireless Netw"},{"key":"1388_CR26","doi-asserted-by":"crossref","unstructured":"Ramtin AR, Towsley D (2021) Self-stabilization with selfish agents. Int Conf Parallel Process Workshop","DOI":"10.1145\/3458744.3474038"},{"issue":"4","key":"1388_CR27","doi-asserted-by":"publisher","first-page":"2899","DOI":"10.1007\/s13369-018-03713-6","volume":"44","author":"S Lalwani","year":"2019","unstructured":"Lalwani S et al (2019) A survey on parallel particle swarm optimization algorithms. Arab J Sci Eng 44(4):2899\u20132923","journal-title":"Arab J Sci Eng"},{"key":"1388_CR28","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2019.103249","volume":"87","author":"V Hayyolalam","year":"2020","unstructured":"Hayyolalam V, Kazem AAP (2020) Black widow optimization algorithm: A novel meta-heuristic approach for solving engineering optimization problems. Eng Appl Artif Intell 87:103249","journal-title":"Eng Appl Artif Intell"},{"key":"1388_CR29","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1016\/j.isprsjprs.2022.02.011","volume":"186","author":"Q Wang","year":"2022","unstructured":"Wang Q et al (2022) Continuous space ant colony algorithm for automatic selection of orthophoto mosaic seamline network. ISPRS J Photogramm Remote Sens 186:201\u2013217","journal-title":"ISPRS J Photogramm Remote Sens"},{"issue":"3","key":"1388_CR30","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3519301","volume":"18","author":"Z Lv","year":"2022","unstructured":"Lv Z et al (2022) Artificial intelligence in underwater digital twins sensor networks. ACM Transactions on Sensor Networks (TOSN) 18(3):1\u201327","journal-title":"ACM Transactions on Sensor Networks (TOSN)"},{"issue":"7","key":"1388_CR31","doi-asserted-by":"publisher","first-page":"2515","DOI":"10.1007\/s00521-020-05145-6","volume":"33","author":"M Braik","year":"2021","unstructured":"Braik M, Sheta A, Al-Hiary H (2021) A novel meta-heuristic search algorithm for solving optimization problems: capuchin search algorithm. Neural Comput Appl 33(7):2515\u20132547","journal-title":"Neural Comput Appl"},{"issue":"4","key":"1388_CR32","doi-asserted-by":"publisher","first-page":"387","DOI":"10.1016\/j.jnca.2008.02.006","volume":"31","author":"W-H Liao","year":"2008","unstructured":"Liao W-H, Kao Y, Fan C-M (2008) Data aggregation in wireless sensor networks using ant colony algorithm. J Netw Comput Appl 31(4):387\u2013401","journal-title":"J Netw Comput Appl"},{"issue":"6","key":"1388_CR33","doi-asserted-by":"publisher","first-page":"642","DOI":"10.1504\/IJMC.2011.042781","volume":"9","author":"M Dhivya","year":"2011","unstructured":"Dhivya M, Sundarambal M (2011) Cuckoo search for data gathering in wireless sensor networks. Int J Mobile Commun 9(6):642\u2013656","journal-title":"Int J Mobile Commun"},{"key":"1388_CR34","unstructured":"Virmani D, Sharma T, Sharma R (2013)\u00a0Adaptive energy aware data aggregation tree for wireless sensor networks. arXiv preprint\u00a0arXiv:1302.0965"},{"key":"1388_CR35","unstructured":"Ko H, Lee J, Pack S (2017) Consistency-guaranteed and energy efficient sleep scheduling algorithm with data aggregation for IoT. In European Wireless 2017; 23th European Wireless Conference.\u00a0VDE"},{"issue":"31","key":"1388_CR36","doi-asserted-by":"publisher","first-page":"1","DOI":"10.17485\/ijst\/2017\/v10i31\/112338","volume":"10","author":"G Mahalaxmi","year":"2017","unstructured":"Mahalaxmi G, Rajakumari KE (2017) Multi-agent technology to improve the internet of things routing algorithm using ant colony optimization. Indian J Sci Technol 10(31):1\u20138","journal-title":"Indian J Sci Technol"},{"issue":"7\u20138","key":"1388_CR37","doi-asserted-by":"publisher","first-page":"475","DOI":"10.1007\/s12243-018-0646-3","volume":"73","author":"H Rahman","year":"2018","unstructured":"Rahman H, Ahmed N, Hussain MI (2018) A QoS-aware hybrid data aggregation scheme for Internet of Things. Ann Telecommun 73(7\u20138):475\u2013486","journal-title":"Ann Telecommun"},{"issue":"6","key":"1388_CR38","first-page":"13095","volume":"22","author":"MPK Reddy","year":"2019","unstructured":"Reddy MPK, Babu MR (2019) A hybrid cluster head selection model for Internet of Things. Clust Comput 22(6):13095\u201313107","journal-title":"Clust Comput"},{"issue":"6","key":"1388_CR39","doi-asserted-by":"publisher","first-page":"1994","DOI":"10.1007\/s11036-019-01333-4","volume":"24","author":"X Yin","year":"2019","unstructured":"Yin X, Li S, Lin Y (2019) A novel hierarchical data aggregation with particle swarm optimization for Internet of Things. Mob Netw Appl 24(6):1994\u20132001","journal-title":"Mob Netw Appl"},{"issue":"3","key":"1388_CR40","doi-asserted-by":"publisher","first-page":"612","DOI":"10.1109\/TFUZZ.2019.2957254","volume":"29","author":"A Hawbani","year":"2019","unstructured":"Hawbani A et al (2019) Fuzzy-based distributed protocol for vehicle-to-vehicle communication. IEEE Trans Fuzzy Syst 29(3):612\u2013626","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"6","key":"1388_CR41","doi-asserted-by":"publisher","first-page":"1886","DOI":"10.1007\/s12083-020-00933-2","volume":"13","author":"A Seyfollahi","year":"2020","unstructured":"Seyfollahi A, Ghaffari A (2020) Reliable data dissemination for the Internet of Things using Harris hawks optimization. Peer Peer Netw Appl 13(6):1886\u20131902","journal-title":"Peer Peer Netw Appl"},{"key":"1388_CR42","doi-asserted-by":"crossref","unstructured":"Sennan S et al (2020)\u00a0Energy efficient optimal parent selection based routing protocol for Internet of Things using firefly optimization algorithm. Trans Emerg Telecommun Technol\u00a0e4171","DOI":"10.1002\/ett.4171"},{"key":"1388_CR43","doi-asserted-by":"publisher","DOI":"10.1016\/j.csi.2022.103622","volume":"82","author":"A Seyfollahi","year":"2022","unstructured":"Seyfollahi A, Moodi M, Ghaffari A (2022) MFO-RPL: A secure RPL-based routing protocol utilizing moth-flame optimizer for the IoT applications. Comput Stand Interfaces 82:103622","journal-title":"Comput Stand Interfaces"},{"key":"1388_CR44","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2021.107837","volume":"187","author":"L Zhao","year":"2021","unstructured":"Zhao L et al (2021) An intelligent fuzzy-based routing scheme for software-defined vehicular networks. Comput Netw 187:107837","journal-title":"Comput Netw"},{"issue":"11","key":"1388_CR45","first-page":"3551","volume":"12","author":"B Revathi","year":"2021","unstructured":"Revathi B, Arulanandam K (2021) Energy aware routing mechanism (EARM) for effective communication in Internet of Things. Turk J Comput Math Educ (TURCOMAT) 12(11):3551\u20133560","journal-title":"Turk J Comput Math Educ (TURCOMAT)"},{"issue":"6","key":"1388_CR46","doi-asserted-by":"publisher","first-page":"3615","DOI":"10.1109\/TFUZZ.2018.2841369","volume":"26","author":"SA Sert","year":"2018","unstructured":"Sert SA, Alchihabi A, Yazici A (2018) A two-tier distributed fuzzy logic based protocol for efficient data aggregation in multihop wireless sensor networks. IEEE Trans Fuzzy Syst 26(6):3615\u20133629","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"1388_CR47","doi-asserted-by":"publisher","first-page":"12686","DOI":"10.1109\/ACCESS.2019.2892798","volume":"7","author":"X Zhang","year":"2019","unstructured":"Zhang X, Zhang X, Han L (2019) An energy efficient Internet of Things network using restart artificial bee colony and wireless power transfer. IEEE Access 7:12686\u201312695","journal-title":"IEEE Access"},{"key":"1388_CR48","doi-asserted-by":"publisher","first-page":"123123","DOI":"10.1109\/ACCESS.2020.3007478","volume":"8","author":"J Chen","year":"2020","unstructured":"Chen J et al (2020) New approach of energy-efficient hierarchical clustering based on neighbor rotation for RWSN. IEEE Access 8:123123\u2013123134","journal-title":"IEEE Access"},{"key":"1388_CR49","doi-asserted-by":"crossref","unstructured":"Mehbodniya A et al (2022)\u00a0Energy-aware routing protocol with fuzzy logic in industrial Internet of Things with blockchain technology. Wirel Commun Mob Comput","DOI":"10.1155\/2022\/7665931"},{"issue":"11","key":"1388_CR50","doi-asserted-by":"publisher","first-page":"3308","DOI":"10.1109\/TFUZZ.2020.3018191","volume":"29","author":"F Liu","year":"2020","unstructured":"Liu F, Zhang G, Lu J (2020) Multisource heterogeneous unsupervised domain adaptation via fuzzy relation neural networks. IEEE Trans Fuzzy Syst 29(11):3308\u20133322","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"1388_CR51","doi-asserted-by":"crossref","unstructured":"Molaei S et al (2022) FDCNet: Presentation of the fuzzy CNN and fractal feature extraction for detection and classification of tumors. Comput Intell Neurosci","DOI":"10.1155\/2022\/7543429"},{"key":"1388_CR52","doi-asserted-by":"crossref","unstructured":"Cao B et al (2022) Multiobjective evolution of the explainable fuzzy rough neural network with gene expression programming. IEEE Trans Fuzzy Syst","DOI":"10.1109\/TFUZZ.2022.3141761"}],"container-title":["Peer-to-Peer Networking and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12083-022-01388-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12083-022-01388-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12083-022-01388-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,3,21]],"date-time":"2023-03-21T04:56:45Z","timestamp":1679374605000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12083-022-01388-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,3]]},"references-count":52,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2023,1]]}},"alternative-id":["1388"],"URL":"https:\/\/doi.org\/10.1007\/s12083-022-01388-3","relation":{},"ISSN":["1936-6442","1936-6450"],"issn-type":[{"value":"1936-6442","type":"print"},{"value":"1936-6450","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,10,3]]},"assertion":[{"value":"20 March 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 September 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 October 2022","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 relevant financial or non-financial interests to disclose.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}]}}