{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T15:11:10Z","timestamp":1753888270888,"version":"3.41.2"},"reference-count":35,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2021,3,12]],"date-time":"2021-03-12T00:00:00Z","timestamp":1615507200000},"content-version":"vor","delay-in-days":70,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100003819","name":"Natural Science Foundation of Hubei Province","doi-asserted-by":"publisher","award":["2019CFB815"],"award-info":[{"award-number":["2019CFB815"]}],"id":[{"id":"10.13039\/501100003819","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["CZP19004"],"award-info":[{"award-number":["CZP19004"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61772562","62062019"],"award-info":[{"award-number":["61772562","62062019"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Wireless Communications and Mobile Computing"],"published-print":{"date-parts":[[2021,1]]},"abstract":"<jats:p>Due to the defects caused by limited energy, storage capacity, and computing ability, the increasing amount of sensing data has become a challenge in wireless sensor networks (WSNs). To decrease the additional power consumption and extend the lifetime of a WSN, a multistage hierarchical clustering deredundancy algorithm is proposed. In the first stage, a dual\u2010metric distance is employed, and redundant nodes are preliminarily identified by the improved <jats:italic>k<\/jats:italic>\u2010means algorithm to obtain clusters of similar nodes. Then, a Gaussian hybrid clustering classification algorithm is presented to implement data similarity clustering for edge sensing data in the second stage. In the third stage, the clustered sensing data is randomly weighted to deduplicate the spatial correlation data. Detailed experimental results show that, compared with the existing schemes, the proposed deredundancy algorithm can achieve better performance in terms of redundant data ratio, energy consumption, and network lifetime.<\/jats:p>","DOI":"10.1155\/2021\/6664324","type":"journal-article","created":{"date-parts":[[2021,3,12]],"date-time":"2021-03-12T22:05:28Z","timestamp":1615586728000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Edge Sensing\u2010Enabled Multistage Hierarchical Clustering Deredundancy Algorithm in WSNs"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1620-0560","authenticated-orcid":false,"given":"Rongbo","family":"Zhu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mai","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuanli","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lu","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2021,3,12]]},"reference":[{"doi-asserted-by":"publisher","key":"e_1_2_9_1_2","DOI":"10.1016\/j.sysarc.2020.101713"},{"doi-asserted-by":"publisher","key":"e_1_2_9_2_2","DOI":"10.1007\/s11227-019-03011-4"},{"doi-asserted-by":"publisher","key":"e_1_2_9_3_2","DOI":"10.1016\/j.sysarc.2018.12.004"},{"doi-asserted-by":"publisher","key":"e_1_2_9_4_2","DOI":"10.1007\/s11036-019-01445-x"},{"doi-asserted-by":"publisher","key":"e_1_2_9_5_2","DOI":"10.1016\/j.sysarc.2019.02.001"},{"doi-asserted-by":"publisher","key":"e_1_2_9_6_2","DOI":"10.1016\/j.comcom.2019.10.012"},{"doi-asserted-by":"publisher","key":"e_1_2_9_7_2","DOI":"10.1109\/ACCESS.2019.2910886"},{"doi-asserted-by":"crossref","unstructured":"IdreesA. K. Al-QurabatA. K. M. JaoudeC. A. andAl-YaseenW. L. Integrated divide and conquer with enhanced k-means technique for energy-saving data aggregation in wireless sensor networks 2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC) June 2019 Tangier Morocco 973\u2013978 https:\/\/doi.org\/10.1109\/iwcmc.2019.8766784 2-s2.0-85073887947.","key":"e_1_2_9_8_2","DOI":"10.1109\/IWCMC.2019.8766784"},{"doi-asserted-by":"crossref","unstructured":"AlhussainiR. IdreesA. K. andSalmanM. A. Data transmission protocol for reducing the energy consumption in wireless sensor networks International Conference on New Trends in Information and Communications Technology Applications 2018 Baghdad Iraq 35\u201349.","key":"e_1_2_9_9_2","DOI":"10.1007\/978-3-030-01653-1_3"},{"doi-asserted-by":"publisher","key":"e_1_2_9_10_2","DOI":"10.1016\/j.adhoc.2019.101934"},{"doi-asserted-by":"crossref","unstructured":"FathyY. BarnaghiP. andTafazolliR. An adaptive method for data reduction in the internet of things 2018 IEEE 4th World Forum on Internet of Things (WF-IoT) February 2018 Singapore 729\u2013735 https:\/\/doi.org\/10.1109\/wf-iot.2018.8355187 2-s2.0-85050482664.","key":"e_1_2_9_11_2","DOI":"10.1109\/WF-IoT.2018.8355187"},{"doi-asserted-by":"publisher","key":"e_1_2_9_12_2","DOI":"10.1109\/LES.2019.2902404"},{"doi-asserted-by":"publisher","key":"e_1_2_9_13_2","DOI":"10.1109\/LSENS.2017.2768218"},{"doi-asserted-by":"publisher","key":"e_1_2_9_14_2","DOI":"10.1109\/jsen.2015.2504106"},{"doi-asserted-by":"publisher","key":"e_1_2_9_15_2","DOI":"10.1007\/978-981-15-0324-5_48"},{"doi-asserted-by":"publisher","key":"e_1_2_9_16_2","DOI":"10.1080\/02522667.2019.1616910"},{"doi-asserted-by":"publisher","key":"e_1_2_9_17_2","DOI":"10.1007\/s11277-018-6008-7"},{"doi-asserted-by":"publisher","key":"e_1_2_9_18_2","DOI":"10.1007\/s11227-018-2437-z"},{"doi-asserted-by":"publisher","key":"e_1_2_9_19_2","DOI":"10.1109\/TNSE.2018.2843326"},{"doi-asserted-by":"publisher","key":"e_1_2_9_20_2","DOI":"10.1109\/JSYST.2018.2873591"},{"doi-asserted-by":"publisher","key":"e_1_2_9_21_2","DOI":"10.1016\/j.future.2017.08.059"},{"doi-asserted-by":"publisher","key":"e_1_2_9_22_2","DOI":"10.1007\/s11042-019-08027-9"},{"doi-asserted-by":"publisher","key":"e_1_2_9_23_2","DOI":"10.1007\/s00034-019-01181-3"},{"doi-asserted-by":"publisher","key":"e_1_2_9_24_2","DOI":"10.1016\/j.adhoc.2018.09.012"},{"doi-asserted-by":"publisher","key":"e_1_2_9_25_2","DOI":"10.18494\/SAM.2019.2333"},{"doi-asserted-by":"crossref","unstructured":"AlamM. K. AzizA. A. LatifS. A. andAwangA. Data clustering technique for in-network data reduction in wireless sensor network 2019 IEEE Student Conference on Research and Development (SCOReD) October 2019 Bandar Seri Iskandar Malaysia https:\/\/doi.org\/10.1109\/scored.2019.8896244.","key":"e_1_2_9_26_2","DOI":"10.1109\/SCORED.2019.8896244"},{"doi-asserted-by":"publisher","key":"e_1_2_9_27_2","DOI":"10.4018\/IJGHPC.2019070104"},{"doi-asserted-by":"publisher","key":"e_1_2_9_28_2","DOI":"10.1186\/s13638-019-1374-8"},{"doi-asserted-by":"publisher","key":"e_1_2_9_29_2","DOI":"10.1007\/s12083-018-0639-z"},{"doi-asserted-by":"publisher","key":"e_1_2_9_30_2","DOI":"10.1155\/2019\/7502140"},{"doi-asserted-by":"publisher","key":"e_1_2_9_31_2","DOI":"10.1016\/j.dsp.2019.05.004"},{"doi-asserted-by":"publisher","key":"e_1_2_9_32_2","DOI":"10.1109\/JSAC.2019.2904357"},{"doi-asserted-by":"publisher","key":"e_1_2_9_33_2","DOI":"10.1186\/s13638-018-1313-0"},{"doi-asserted-by":"publisher","key":"e_1_2_9_34_2","DOI":"10.1007\/s11227-019-02932-4"},{"unstructured":"MaddenS. Intel Berkeley Research Lab 2004 http:\/\/db.csail.mit.edu\/labdata\/labdata.html.","key":"e_1_2_9_35_2"}],"container-title":["Wireless Communications and Mobile Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/wcmc\/2021\/6664324.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/wcmc\/2021\/6664324.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1155\/2021\/6664324","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,7]],"date-time":"2024-08-07T11:43:24Z","timestamp":1723031004000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1155\/2021\/6664324"}},"subtitle":[],"editor":[{"given":"Shaohua","family":"Wan","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2021,1]]},"references-count":35,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2021,1]]}},"alternative-id":["10.1155\/2021\/6664324"],"URL":"https:\/\/doi.org\/10.1155\/2021\/6664324","archive":["Portico"],"relation":{},"ISSN":["1530-8669","1530-8677"],"issn-type":[{"type":"print","value":"1530-8669"},{"type":"electronic","value":"1530-8677"}],"subject":[],"published":{"date-parts":[[2021,1]]},"assertion":[{"value":"2020-11-25","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-02-22","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-03-12","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"6664324"}}