{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T13:18:32Z","timestamp":1753881512578,"version":"3.41.2"},"reference-count":33,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2021,3,30]],"date-time":"2021-03-30T00:00:00Z","timestamp":1617062400000},"content-version":"vor","delay-in-days":88,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004317","name":"Shihezi University","doi-asserted-by":"publisher","award":["ZZZC201915B","RCZK2018C38"],"award-info":[{"award-number":["ZZZC201915B","RCZK2018C38"]}],"id":[{"id":"10.13039\/501100004317","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["220531"],"award-info":[{"award-number":["220531"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Journal of Sensors"],"published-print":{"date-parts":[[2021,1]]},"abstract":"<jats:p>In recent years, as people\u2019s demand for environmental quality has increased, it has become inevitable to monitor sensitive parameters such as temperature and oxygen content. Environmental monitoring wireless sensor networks (EMWSNs) have become a research hotspot because of their flexibility and high monitoring accuracy. This paper proposes a chaotic elite niche evolutionary algorithm (CENEA) for low\u2010power clustering in EMWSNs. To verify the performance of CENEA, simulation experiments are carried out in this paper. Through simulation experiments, CENEA was compared with shuffled frog leaping algorithm (SFLA), differential evolution algorithm (DE), and genetic algorithm (GA) in the same conditional parameters. The results show that CENEA balances node energy and improved node energy usage efficiency. CENEA\u2019s network energy consumption is reduced by 8.3% compared to SFLA, 3.9% lower than DE, and 4.6% lower than GA. Moreover, CENEA improves the precision and minimizes the computation time.<\/jats:p>","DOI":"10.1155\/2021\/5558643","type":"journal-article","created":{"date-parts":[[2021,3,30]],"date-time":"2021-03-30T22:35:09Z","timestamp":1617143709000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["A Chaotic Elite Niche Evolutionary Algorithm for Low\u2010Power Clustering in Environment Monitoring Wireless Sensor Networks"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1706-5711","authenticated-orcid":false,"given":"Bao","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rui","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1862-6709","authenticated-orcid":false,"given":"Mengying","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2406-3981","authenticated-orcid":false,"given":"Jie","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2021,3,30]]},"reference":[{"key":"e_1_2_9_1_2","doi-asserted-by":"crossref","unstructured":"NguyenT. HoangT. PhamV. NguyenT. andNguyenN. Enhancing energy efficiency of WSNs through a novel fuzzy logic based on LEACH protocol 2019 19th International Symposium on Communications and Information Technologies (ISCIT) 2019 Ho Chi Minh City Vietnam 108\u2013112 https:\/\/doi.org\/10.1109\/ISCIT.2019.8905124.","DOI":"10.1109\/ISCIT.2019.8905124"},{"key":"e_1_2_9_2_2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2968121"},{"key":"e_1_2_9_3_2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2940726"},{"key":"e_1_2_9_4_2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2982691"},{"key":"e_1_2_9_5_2","doi-asserted-by":"publisher","DOI":"10.1109\/LSENS.2020.2991221"},{"key":"e_1_2_9_6_2","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2944980"},{"key":"e_1_2_9_7_2","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/6139704"},{"key":"e_1_2_9_8_2","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/1236187"},{"key":"e_1_2_9_9_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2018.2876202"},{"key":"e_1_2_9_10_2","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/8875950"},{"key":"e_1_2_9_11_2","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/9040395"},{"key":"e_1_2_9_12_2","first-page":"433","article-title":"A pso based energy efficient coverage control algorithm for wireless sensor networks","volume":"56","author":"Wang J.","year":"2018","journal-title":"Computers, Materials & Continua"},{"key":"e_1_2_9_13_2","doi-asserted-by":"publisher","DOI":"10.32604\/cmc.2019.05195"},{"key":"e_1_2_9_14_2","doi-asserted-by":"publisher","DOI":"10.32604\/cmc.2019.06805"},{"key":"e_1_2_9_15_2","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/9472075"},{"key":"e_1_2_9_16_2","doi-asserted-by":"publisher","DOI":"10.1186\/s13673-019-0179-4"},{"key":"e_1_2_9_17_2","doi-asserted-by":"publisher","DOI":"10.32604\/cmc.2020.08674"},{"key":"e_1_2_9_18_2","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/6666742"},{"key":"e_1_2_9_19_2","doi-asserted-by":"publisher","DOI":"10.1049\/iet-net.2017.0258"},{"key":"e_1_2_9_20_2","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2711248"},{"key":"e_1_2_9_21_2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2933052"},{"key":"e_1_2_9_22_2","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2012.2204737"},{"key":"e_1_2_9_23_2","doi-asserted-by":"crossref","unstructured":"LiuX. MeiK. andYuS. Clustering algorithm in wireless sensor networks based on differential evolution algorithm Chongqing China 2020 IEEE 4th information technology networking electronic and automation control conference (ITNEC) 2020 478\u2013482 https:\/\/doi.org\/10.1109\/ITNEC48623.2020.9085089.","DOI":"10.1109\/ITNEC48623.2020.9085089"},{"volume-title":"\"Cluster Head Selection Based on Neural Networks in Wireless Sensor Networks,\" 2019 International Conference on Wireless Technologies","year":"2019","author":"Sanhaji F.","key":"e_1_2_9_24_2"},{"key":"e_1_2_9_25_2","doi-asserted-by":"crossref","unstructured":"FattoumM. JellaliZ. andAtallahL. N. A joint clustering and routing algorithm based on GA for multi objective optimization in WSN 2020 IEEE Eighth International Conference on Communications and Networking (ComNet) 2020 Hammamet Tunisia 1\u20135 https:\/\/doi.org\/10.1109\/ComNet47917.2020.9306077.","DOI":"10.1109\/ComNet47917.2020.9306077"},{"key":"e_1_2_9_26_2","doi-asserted-by":"crossref","unstructured":"IslamS. J. IslamS. FerdusM. Z. KhanM. N. I. KashemM. A. andIslamM. S. Load compactness and recognizing area aware cluster head selection of wireless sensor networks 2020 International conference on computing and information technology (ICCIT-1441) 2020 Tabuk Saudi Arabia 1\u20134 https:\/\/doi.org\/10.1109\/ICCIT-144147971.2020.9213750.","DOI":"10.1109\/ICCIT-144147971.2020.9213750"},{"key":"e_1_2_9_27_2","doi-asserted-by":"publisher","DOI":"10.1049\/cmu2.12067"},{"key":"e_1_2_9_28_2","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/6660117"},{"key":"e_1_2_9_29_2","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/8817815"},{"key":"e_1_2_9_30_2","doi-asserted-by":"crossref","unstructured":"MajeedD. M. RabeeH. W. andMaZ. Improving energy consumption using fuzzy-GA clustering and ACO routing in WSN 2020 3rd international conference on artificial intelligence and big data (ICAIBD) 2020 Chengdu China 293\u2013298 https:\/\/doi.org\/10.1109\/ICAIBD49809.2020.9137446.","DOI":"10.1109\/ICAIBD49809.2020.9137446"},{"key":"e_1_2_9_31_2","doi-asserted-by":"crossref","unstructured":"GhahramaniM.andLaakdashtiA. Efficient energy consumption in wireless sensor networks using an improved differential evolution algorithm 2020 10th international conference on computer and knowledge engineering (ICCKE) 2020 Mashhad Iran 18\u201323 https:\/\/doi.org\/10.1109\/ICCKE50421.2020.9303713.","DOI":"10.1109\/ICCKE50421.2020.9303713"},{"key":"e_1_2_9_32_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCNS.2019.2896949"},{"key":"e_1_2_9_33_2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2956068"}],"container-title":["Journal of Sensors"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2021\/5558643.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2021\/5558643.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1155\/2021\/5558643","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,6]],"date-time":"2024-08-06T01:20:55Z","timestamp":1722907255000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1155\/2021\/5558643"}},"subtitle":[],"editor":[{"given":"Bin","family":"Gao","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2021,1]]},"references-count":33,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2021,1]]}},"alternative-id":["10.1155\/2021\/5558643"],"URL":"https:\/\/doi.org\/10.1155\/2021\/5558643","archive":["Portico"],"relation":{},"ISSN":["1687-725X","1687-7268"],"issn-type":[{"type":"print","value":"1687-725X"},{"type":"electronic","value":"1687-7268"}],"subject":[],"published":{"date-parts":[[2021,1]]},"assertion":[{"value":"2021-02-26","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-03-17","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-03-30","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"5558643"}}