{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T14:35:19Z","timestamp":1740148519733,"version":"3.37.3"},"reference-count":12,"publisher":"Wiley","license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"funder":[{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"],"award-info":[{"award-number":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"],"award-info":[{"award-number":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Jiangsu Planned Projects for Postdoctoral Research","award":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"],"award-info":[{"award-number":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"]}]},{"name":"Jiangsu Planned Projects for Postdoctoral Research","award":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"],"award-info":[{"award-number":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"]}]},{"DOI":"10.13039\/501100005374","name":"Nanjing University of Posts and Telecommunications","doi-asserted-by":"publisher","award":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"],"award-info":[{"award-number":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"]}],"id":[{"id":"10.13039\/501100005374","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005374","name":"Nanjing University of Posts and Telecommunications","doi-asserted-by":"publisher","award":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"],"award-info":[{"award-number":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"]}],"id":[{"id":"10.13039\/501100005374","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Jiangsu Higher Education Institutions","award":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"],"award-info":[{"award-number":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"]}]},{"DOI":"10.13039\/501100005145","name":"Basic Research Program of Jiangsu Province","doi-asserted-by":"publisher","award":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"],"award-info":[{"award-number":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"]}],"id":[{"id":"10.13039\/501100005145","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005145","name":"Basic Research Program of Jiangsu Province","doi-asserted-by":"publisher","award":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"],"award-info":[{"award-number":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"]}],"id":[{"id":"10.13039\/501100005145","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"],"award-info":[{"award-number":["2013M531393","2012M511251","1101006B","1102102C","NY213135","NY213152","yx002001","BK2011756","BK20131382","60905040"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Journal of Sensors"],"published-print":{"date-parts":[[2014]]},"abstract":"<jats:p>Well-designed network topology provides vital support for routing, data fusion, and target tracking in wireless sensor networks (WSNs). Self-organization feature map (SOFM) neural network is a major branch of artificial neural networks, which has self-organizing and self-learning features. In this paper, we propose a cluster-based topology control algorithm for WSNs, named SOFMHTC, which uses SOFM neural network to form a hierarchical network structure, completes cluster head selection by the competitive learning among nodes, and takes the node residual energy and the distance to the neighbor nodes into account in the clustering process. In addition, the approach of dynamically adjusting the transmitting power of the cluster head nodes is adopted to optimize the network topology. Simulation results show that SOFMHTC may get a better energy-efficient performance and make more balanced energy consumption compared with some existing algorithms in WSNs.<\/jats:p>","DOI":"10.1155\/2014\/121278","type":"journal-article","created":{"date-parts":[[2014,8,11]],"date-time":"2014-08-11T17:02:32Z","timestamp":1407776552000},"page":"1-6","source":"Crossref","is-referenced-by-count":11,"title":["SOFM Neural Network Based Hierarchical Topology Control for Wireless Sensor Networks"],"prefix":"10.1155","volume":"2014","author":[{"given":"Zhi","family":"Chen","sequence":"first","affiliation":[{"name":"College of Computer, Nanjing University of Posts and Telecommunications, Nanjing 210003, China"},{"name":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093, China"},{"name":"Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Nanjing 210003, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuai","family":"Li","sequence":"additional","affiliation":[{"name":"College of Computer, Nanjing University of Posts and Telecommunications, Nanjing 210003, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wenjing","family":"Yue","sequence":"additional","affiliation":[{"name":"College of Computer, Nanjing University of Posts and Telecommunications, Nanjing 210003, China"},{"name":"Key Lab of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing 210003, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/S1389-1286(01)00302-4"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2012.031612.00124"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2002.804190"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.3390\/a6010029"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2011.040310.00002"},{"issue":"1","key":"8","doi-asserted-by":"crossref","first-page":"39","DOI":"10.5121\/ijcses.2010.1104","volume":"1","year":"2010","journal-title":"International Journal of Computer Science & Engineering Survey"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1007\/s11235-007-9061-1"},{"issue":"24","key":"13","first-page":"94","year":"2010","journal-title":"International Journal of Computer Applications"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1016\/j.rcim.2012.07.006"},{"issue":"3","key":"17","doi-asserted-by":"crossref","first-page":"254","DOI":"10.3390\/jsan1030254","volume":"1","year":"2012","journal-title":"Journal of Sensor and Actuator Networks"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.3390\/s120404605"},{"issue":"4","key":"19","first-page":"223","volume":"2","year":"2012","journal-title":"International Arab Journal of e-Technology"}],"container-title":["Journal of Sensors"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2014\/121278.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2014\/121278.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2014\/121278.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,22]],"date-time":"2017-06-22T14:17:48Z","timestamp":1498141068000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.hindawi.com\/journals\/js\/2014\/121278\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"references-count":12,"alternative-id":["121278","121278"],"URL":"https:\/\/doi.org\/10.1155\/2014\/121278","relation":{},"ISSN":["1687-725X","1687-7268"],"issn-type":[{"type":"print","value":"1687-725X"},{"type":"electronic","value":"1687-7268"}],"subject":[],"published":{"date-parts":[[2014]]}}}