{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,24]],"date-time":"2025-03-24T07:36:13Z","timestamp":1742801773698,"version":"3.37.3"},"reference-count":11,"publisher":"Wiley","license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61371071","4132057"],"award-info":[{"award-number":["61371071","4132057"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005089","name":"Beijing Municipal Natural Science Foundation","doi-asserted-by":"publisher","award":["61371071","4132057"],"award-info":[{"award-number":["61371071","4132057"]}],"id":[{"id":"10.13039\/501100005089","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002888","name":"Beijing Municipal Commission of Education","doi-asserted-by":"publisher","award":["61371071","4132057"],"award-info":[{"award-number":["61371071","4132057"]}],"id":[{"id":"10.13039\/501100002888","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Journal of Sensors"],"published-print":{"date-parts":[[2015]]},"abstract":"<jats:p>As limited energy is one of the tough challenges in wireless sensor networks (WSN), energy saving becomes important in increasing the lifecycle of the network. Data fusion enables combining information from several sources thus to provide a unified scenario, which can significantly save sensor energy and enhance sensing data accuracy. In this paper, we propose a cluster-based data fusion algorithm for event detection. We use<mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" id=\"M1\"><mml:mrow><mml:mi>k<\/mml:mi><\/mml:mrow><\/mml:math>-means algorithm to form the nodes into clusters, which can significantly reduce the energy consumption of intracluster communication. Distances between cluster heads and event and energy of clusters are fuzzified, thus to use a fuzzy logic to select the clusters that will participate in data uploading and fusion. Fuzzy logic method is also used by cluster heads for local decision, and then the local decision results are sent to the base station. Decision-level fusion for final decision of event is performed by base station according to the uploaded local decisions and fusion support degree of clusters calculated by fuzzy logic method. The effectiveness of this algorithm is demonstrated by simulation results.<\/jats:p>","DOI":"10.1155\/2015\/641235","type":"journal-article","created":{"date-parts":[[2015,6,2]],"date-time":"2015-06-02T10:06:12Z","timestamp":1433239572000},"page":"1-11","source":"Crossref","is-referenced-by-count":6,"title":["A Cluster-Based Fuzzy Fusion Algorithm for Event Detection in Heterogeneous Wireless Sensor Networks"],"prefix":"10.1155","volume":"2015","author":[{"given":"ZiQi","family":"Hao","sequence":"first","affiliation":[{"name":"Key Laboratory of Communication and Information Systems, School of Electronic and Information Engineering, Beijing Municipal Commission of Education, Beijing Jiaotong University, Beijing 100044, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"ZhenJiang","family":"Zhang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Communication and Information Systems, School of Electronic and Information Engineering, Beijing Municipal Commission of Education, Beijing Jiaotong University, Beijing 100044, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Han-Chieh","family":"Chao","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, National Ilan University, Yilan 26047, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"issue":"20","key":"1","first-page":"6813","volume":"9","year":"2014","journal-title":"International Journal of Applied Engineering Research"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2011.08.001"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2007.05.024"},{"issue":"3","key":"12","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","volume":"8","year":"1965","journal-title":"Information and Control"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1109\/5.554205"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1109\/twc.2002.804190"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1109\/tmc.2004.41"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1007\/11502593_25"},{"key":"10","first-page":"281","volume-title":"Some methods for classification and analysis of multivariate observations","volume":"1","year":"1967"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1109\/proc.1987.13705"},{"key":"15","series-title":"Lecture Notes in Computer Science","first-page":"322","volume-title":"Distributed energy-efficient hierarchical clustering for wireless sensor networks","year":"2005"}],"container-title":["Journal of Sensors"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2015\/641235.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2015\/641235.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2015\/641235.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,23]],"date-time":"2017-06-23T08:48:55Z","timestamp":1498207735000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.hindawi.com\/journals\/js\/2015\/641235\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"references-count":11,"alternative-id":["641235","641235"],"URL":"https:\/\/doi.org\/10.1155\/2015\/641235","relation":{},"ISSN":["1687-725X","1687-7268"],"issn-type":[{"type":"print","value":"1687-725X"},{"type":"electronic","value":"1687-7268"}],"subject":[],"published":{"date-parts":[[2015]]}}}