{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T00:23:30Z","timestamp":1772065410436,"version":"3.50.1"},"reference-count":27,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2018,6,12]],"date-time":"2018-06-12T00:00:00Z","timestamp":1528761600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Ambient Intell Human Comput"],"published-print":{"date-parts":[[2019,4]]},"DOI":"10.1007\/s12652-018-0900-6","type":"journal-article","created":{"date-parts":[[2018,6,12]],"date-time":"2018-06-12T07:54:09Z","timestamp":1528790049000},"page":"1361-1378","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":25,"title":["Fuzzy based novel clustering technique by exploiting spatial correlation in wireless sensor network"],"prefix":"10.1007","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6979-090X","authenticated-orcid":false,"given":"Manjeet","family":"Singh","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Surender Kumar","family":"Soni","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,6,12]]},"reference":[{"key":"900_CR1","doi-asserted-by":"publisher","DOI":"10.1002\/9780470515181","volume-title":"Wireless sensor networks","author":"IF Akyildiz","year":"2010","unstructured":"Akyildiz IF, Vuran MC (2010) Wireless sensor networks, vol 4. Wiley, Hoboken. \n                    https:\/\/doi.org\/10.1002\/9780470515181"},{"issue":"4","key":"900_CR2","doi-asserted-by":"publisher","first-page":"1741","DOI":"10.1016\/j.asoc.2012.12.029","volume":"13","author":"H Bagci","year":"2013","unstructured":"Bagci H, Yazici A (2013) An energy aware fuzzy approach to unequal clustering in wireless sensor networks. Appl Soft Comput 13(4):1741\u20131749. \n                    https:\/\/doi.org\/10.1016\/j.asoc.2012.12.029","journal-title":"Appl Soft Comput"},{"key":"900_CR3","doi-asserted-by":"publisher","unstructured":"Gupta I, Riordan D, Sampalli S (2005) Cluster-head election using fuzzy logic for wireless sensor networks. In: 3rd annual conference on communication networks and services research, May 16\u201318, 2005, Halifax, NS, Canada, pp\u00a0255\u2013260. \n                    https:\/\/doi.org\/10.1109\/CNSR.2005.27","DOI":"10.1109\/CNSR.2005.27"},{"key":"900_CR4","doi-asserted-by":"publisher","unstructured":"Heinzelman W, Chandrakasan A, Balakrishnan H (2000) Energy-efficient communication protocol for wireless microsensor networks. In: 33rd annual Hawaii international conference on system sciences, Jan 4\u20137, 2000, Maui, Hawaii, USA, pp\u00a01\u201310. \n                    https:\/\/doi.org\/10.1109\/HICSS.2000.926982","DOI":"10.1109\/HICSS.2000.926982"},{"issue":"4","key":"900_CR5","doi-asserted-by":"publisher","first-page":"660","DOI":"10.1109\/TWC.2002.804190","volume":"1","author":"W Heinzelman","year":"2002","unstructured":"Heinzelman W, Chandrakasan A, Balakrishnan H (2002) An application-specific protocol architecture for wireless microsensor networks. IEEE Trans Wirel Commun 1(4):660\u2013670. \n                    https:\/\/doi.org\/10.1109\/twc.2002.804190","journal-title":"IEEE Trans Wirel Commun"},{"key":"900_CR6","doi-asserted-by":"publisher","unstructured":"Izadi D, Abawajy J, Ghanavati S (2013) A new energy efficient cluster-head and backup selection scheme in WSN. In: IEEE 14th international conference on Information reuse and integration (IRI), Aug 14\u201316, 2013, San Francisco, CA, USA, pp\u00a0408\u2013415. \n                    https:\/\/doi.org\/10.1109\/IRI.2013.6642500","DOI":"10.1109\/IRI.2013.6642500"},{"key":"900_CR7","doi-asserted-by":"publisher","first-page":"4148","DOI":"10.1109\/JSEN.2015.2411598","volume":"15","author":"D Izadi","year":"2015","unstructured":"Izadi D, Abawajy J, Ghanavati S (2015) An alternative clustering scheme in WSN. IEEE Sens J 15:4148\u20134155. \n                    https:\/\/doi.org\/10.1109\/JSEN.2015.2411598","journal-title":"IEEE Sens J"},{"key":"900_CR8","doi-asserted-by":"publisher","unstructured":"Jin R, Wei N, Shi X, Gao T, Zou J (2011) Clustering routing protocol based on fuzzy inference for WSNs. In: 7th international conference on wireless communications, networking and mobile computing (WiCOM), Sept 23\u201325, 2011, Wuhan, China, pp 1\u20134. \n                    https:\/\/doi.org\/10.1109\/wicom.2011.6040346","DOI":"10.1109\/wicom.2011.6040346"},{"key":"900_CR9","doi-asserted-by":"publisher","unstructured":"Kim JM, Park SH, Han YJ, Chung TM (2008) CHEF: cluster head election mechanism using fuzzy logic in wireless sensor networks. In: 10th international conference on advanced communication technology (ICACT), Feb 17\u201320, 2008, Gangwon-Do, South Korea, pp\u00a0654\u2013659. \n                    https:\/\/doi.org\/10.1109\/ICACT.2008.4493846","DOI":"10.1109\/ICACT.2008.4493846"},{"key":"900_CR10","doi-asserted-by":"publisher","first-page":"2891","DOI":"10.1109\/JSEN.2012.2204737","volume":"12","author":"JS Lee","year":"2012","unstructured":"Lee JS, Cheng WL (2012) A fuzzy-logic-based clustering approach for wireless sensor networks using energy predication. IEEE Sens J 12:2891\u20132897. \n                    https:\/\/doi.org\/10.1109\/JSEN.2012.2204737","journal-title":"IEEE Sens J"},{"issue":"3","key":"900_CR11","doi-asserted-by":"publisher","first-page":"945","DOI":"10.1007\/s11276-015-1013-1","volume":"22","author":"R Logambigai","year":"2016","unstructured":"Logambigai R, Kannan A (2016) Fuzzy logic based unequal clustering for wireless sensor networks. Wirel Netw 22(3):945\u2013957. \n                    https:\/\/doi.org\/10.1007\/s11276-015-1013-1","journal-title":"Wirel Netw"},{"key":"900_CR12","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1016\/j.procs.2012.06.035","volume":"10","author":"R Mhemed","year":"2012","unstructured":"Mhemed R, Aslam N, Phillips W, Comeau F (2012) An energy efficient fuzzy logic cluster formation protocol in wireless sensor networks. Procedia Comput Sci 10:255\u2013262. \n                    https:\/\/doi.org\/10.1016\/j.procs.2012.06.035","journal-title":"Procedia Comput Sci"},{"key":"900_CR13","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1109\/JSEN.2015.2472970","volume":"16","author":"P Nayak","year":"2016","unstructured":"Nayak P, Devulapalli A (2016) A fuzzy logic-based clustering algorithm for wsn to extend the network lifetime. IEEE Sens J 16:137\u2013144. \n                    https:\/\/doi.org\/10.1109\/JSEN.2015.2472970","journal-title":"IEEE Sens J"},{"key":"900_CR14","doi-asserted-by":"publisher","unstructured":"Pires A, Silva C, Cerqueira E, Monteiro D, Viegas R (2011) CHEATS: a cluster-head election algorithm for WSN using a Takagi-Sugeno fuzzy system. In: IEEE Latin-American conference on communications (LATINCOM), Oct 24\u201326, 2011, Belem do Para, Brazil, pp\u00a01\u20136. \n                    https:\/\/doi.org\/10.1109\/LatinCOM.2011.6107427","DOI":"10.1109\/LatinCOM.2011.6107427"},{"key":"900_CR15","doi-asserted-by":"publisher","unstructured":"Selvi M, Logambigai R, Ganapathy S, Ramesh LS, Nehemiah HK, Arputharaj K (2016) Fuzzy temporal approach for energy efficient routing in WSN. In: Proceedings of the international conference on informatics and analytics, August 25\u201326, 2016, Pondicherry, India, pp\u00a01\u20135. \n                    https:\/\/doi.org\/10.1145\/2980258.2982109","DOI":"10.1145\/2980258.2982109"},{"key":"900_CR16","doi-asserted-by":"publisher","unstructured":"Selvi M, Logambigai R, Ganapathy S, Nehemiah HK, Arputharaj K (2017a) An intelligent agent and FSO based efficient routing algorithm for wireless sensor network. In: Second international conference on recent trends and challenges in computational models (ICRTCCM), Feb 3\u20134, 2017, Tindivanam, India, pp 100\u2013105. \n                    https:\/\/doi.org\/10.1109\/ICRTCCM.2017.43","DOI":"10.1109\/ICRTCCM.2017.43"},{"key":"900_CR17","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-017-1191-y","author":"M Selvi","year":"2017","unstructured":"Selvi M, Velvizhy P, Ganapathy S, Nehemiah HK, Kannan A (2017b) A rule based delay constrained energy efficient routing technique for wireless sensor networks. Cluster Comput. \n                    https:\/\/doi.org\/10.1007\/s10586-017-1191-y","journal-title":"Cluster Comput"},{"key":"900_CR18","doi-asserted-by":"publisher","first-page":"266","DOI":"10.1049\/iet-wss.2012.0094","volume":"3","author":"RK Shakya","year":"2013","unstructured":"Shakya RK, Singh YN, Verma NK (2013) Generic correlation model for wireless sensor network applications. IET Wirel Sens Syst 3:266\u2013276. \n                    https:\/\/doi.org\/10.1049\/iet-wss.2012.0094","journal-title":"IET Wirel Sens Syst"},{"issue":"3","key":"900_CR19","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1108\/SR-11-2016-0254","volume":"37","author":"M Singh","year":"2017","unstructured":"Singh M, Soni SK (2017) A comprehensive review of fuzzy-based clustering techniques in wireless sensor networks. Sens Rev 37(3):289\u2013304. \n                    https:\/\/doi.org\/10.1108\/SR-11-2016-0254","journal-title":"Sens Rev"},{"key":"900_CR20","unstructured":"Singh M, Soni S, Kumar V (2016) Clustering using fuzzy logic in wireless sensor networks. In: 3rd international conference on computing for sustainable global development (INDIACom), March 16\u201318, 2016, New Delhi, India, pp\u00a01669\u20131674"},{"key":"900_CR21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-35781-0","volume-title":"Introduction to fuzzy logic using MATLAB","author":"SN Sivanandam","year":"2007","unstructured":"Sivanandam SN, Sumathi S, Deepa SN (2007) Introduction to fuzzy logic using MATLAB. Springer, Berlin. \n                    https:\/\/doi.org\/10.1007\/978-3-540-35781-0"},{"key":"900_CR22","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-016-1412-y","author":"NT Tam","year":"2016","unstructured":"Tam NT, Hai DT (2016) Improving lifetime and network connections of 3D wireless sensor networks based on fuzzy clustering and particle swarm optimization. Wirel Netw. \n                    https:\/\/doi.org\/10.1007\/s11276-016-1412-y","journal-title":"Wirel Netw"},{"issue":"2","key":"900_CR23","doi-asserted-by":"publisher","first-page":"316","DOI":"10.1109\/TNET.2006.872544","volume":"14","author":"M Vuran","year":"2006","unstructured":"Vuran M, Akyildiz I (2006) Spatial correlation-based collaborative medium access control in wireless sensor networks. IEEE\/ACM Trans Netw 14(2):316\u2013329. \n                    https:\/\/doi.org\/10.1109\/TNET.2006.872544","journal-title":"IEEE\/ACM Trans Netw"},{"issue":"3","key":"900_CR24","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1016\/j.comnet.2004.03.007","volume":"45","author":"M Vuran","year":"2004","unstructured":"Vuran M, Akan \u00d6, Akyildiz I (2004) Spatio-temporal correlation: theory and applications for wireless sensor networks. Comput Netw 45(3):245\u2013259. \n                    https:\/\/doi.org\/10.1016\/j.comnet.2004.03.007","journal-title":"Comput Netw"},{"issue":"8","key":"900_CR25","doi-asserted-by":"publisher","first-page":"606","DOI":"10.4236\/wsn.2010.28072","volume":"2","author":"J Xu","year":"2010","unstructured":"Xu J, Liu W, Lang F, Zhang Y, Wang C (2010) Distance measurement model based on RSSI in WSN. Wirel Sens Netw 2(8):606\u2013611. \n                    https:\/\/doi.org\/10.4236\/wsn.2010.28072","journal-title":"Wirel Sens Netw"},{"key":"900_CR26","doi-asserted-by":"publisher","unstructured":"Yuan HY, Yang SQ, Yi YQ (2011) An Energy-efficient unequal clustering method for wireless sensor networks. In: International conference on computer and management (CAMAN), May 19\u201321, 2011, Wuhan, China, pp\u00a01\u20134. \n                    https:\/\/doi.org\/10.1109\/CAMAN.2011.5778810","DOI":"10.1109\/CAMAN.2011.5778810"},{"issue":"1","key":"900_CR27","doi-asserted-by":"publisher","first-page":"121","DOI":"10.4304\/jnw.6.1.121-128","volume":"6","author":"G Zheng","year":"2011","unstructured":"Zheng G, Tang S (2011) Spatial correlation-based MAC protocol for event-driven wireless sensor networks. J Netw 6(1):121\u2013128. \n                    https:\/\/doi.org\/10.4304\/jnw.6.1.121-128","journal-title":"J Netw"}],"container-title":["Journal of Ambient Intelligence and Humanized Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-018-0900-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s12652-018-0900-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-018-0900-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,11]],"date-time":"2019-06-11T19:20:55Z","timestamp":1560280855000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s12652-018-0900-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6,12]]},"references-count":27,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2019,4]]}},"alternative-id":["900"],"URL":"https:\/\/doi.org\/10.1007\/s12652-018-0900-6","relation":{},"ISSN":["1868-5137","1868-5145"],"issn-type":[{"value":"1868-5137","type":"print"},{"value":"1868-5145","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,6,12]]},"assertion":[{"value":"20 November 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 June 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 June 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}