{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T04:53:05Z","timestamp":1769921585136,"version":"3.49.0"},"reference-count":35,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2019,8,19]],"date-time":"2019-08-19T00:00:00Z","timestamp":1566172800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,8,19]],"date-time":"2019-08-19T00:00:00Z","timestamp":1566172800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Pers Commun"],"published-print":{"date-parts":[[2019,12]]},"DOI":"10.1007\/s11277-019-06657-8","type":"journal-article","created":{"date-parts":[[2019,8,19]],"date-time":"2019-08-19T07:02:55Z","timestamp":1566198175000},"page":"1875-1895","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Differential Evolution and Mobile Sink Based On-Demand Clustering Protocol for Wireless Sensor Network"],"prefix":"10.1007","volume":"109","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0697-6368","authenticated-orcid":false,"given":"Nimisha","family":"Ghosh","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tripti","family":"Prasad","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Indrajit","family":"Banerjee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,8,19]]},"reference":[{"issue":"8","key":"6657_CR1","doi-asserted-by":"publisher","first-page":"4576","DOI":"10.1109\/JSEN.2015.2424296","volume":"15","author":"M Abo-Zahhad","year":"2015","unstructured":"Abo-Zahhad, M., Ahmed, S. M., Sabor, N., & Sasaki, S. (2015). Mobile sink-based adaptive immune energy-efficient clustering protocol for improving the lifetime and stability period of wireless sensor networks. IEEE Sensors Journal, 15(8), 4576\u20134586.","journal-title":"IEEE Sensors Journal"},{"issue":"10","key":"6657_CR2","doi-asserted-by":"publisher","first-page":"3516","DOI":"10.1109\/JSEN.2014.2328613","volume":"14","author":"A Ahmad","year":"2014","unstructured":"Ahmad, A., Javaid, N., Khan, Z. A., Qasim, U., & Alghamdi, T. A. (2014). $$(\\text{ ACH })^{2}$$ : Routing scheme to maximize lifetime and throughput of wireless sensor networks. IEEE Sensors Journal, 14(10), 3516\u20133532.","journal-title":"IEEE Sensors Journal"},{"key":"6657_CR3","doi-asserted-by":"crossref","unstructured":"Almi\u2019ani, K., Viglas, A., & Libman, L. (2010, October). Energy-efficient data gathering with tour length-constrained mobile elements in wireless sensor networks. In 2010 IEEE 35th conference on local computer networks (LCN) (pp. 582\u2013589).","DOI":"10.1109\/LCN.2010.5735777"},{"issue":"1","key":"6657_CR4","doi-asserted-by":"publisher","first-page":"1363","DOI":"10.1016\/j.asoc.2010.04.008","volume":"11","author":"Z Cai","year":"2011","unstructured":"Cai, Z., Gong, W., Ling, C. X., & Zhang, H. (2011). A clustering-based differential evolution for global optimization. Applied Soft Computing, 11(1), 1363\u20131379.","journal-title":"Applied Soft Computing"},{"key":"6657_CR5","doi-asserted-by":"crossref","unstructured":"Ghosh, N., Sett, R., & Banerjee, I. (Sept 2016). Efficient polling point determination and physical model based throughput maximisation in wireless sensor network. In 2016 24th international conference on software, telecommunications and computer networks (SoftCOM) (pp. 1\u20135).","DOI":"10.1109\/SOFTCOM.2016.7772137"},{"key":"6657_CR6","doi-asserted-by":"publisher","first-page":"417","DOI":"10.1016\/j.compeleceng.2015.09.004","volume":"48","author":"N Ghosh","year":"2015","unstructured":"Ghosh, N., & Banerjee, I. (2015). An energy-efficient path determination strategy for mobile data collectors in wireless sensor network. Computers & Electrical Engineering, 48, 417\u2013435.","journal-title":"Computers & Electrical Engineering"},{"key":"6657_CR7","doi-asserted-by":"publisher","first-page":"288","DOI":"10.1016\/j.compeleceng.2017.06.003","volume":"64","author":"N Ghosh","year":"2017","unstructured":"Ghosh, N., Sett, R., & Banerjee, I. (2017). An efficient trajectory based routing scheme for delay-sensitive data in wireless sensor network. Computers & Electrical Engineering., 64, 288\u2013304.","journal-title":"Computers & Electrical Engineering."},{"issue":"1","key":"6657_CR8","doi-asserted-by":"publisher","first-page":"507","DOI":"10.1109\/COMST.2015.2388779","volume":"18","author":"Y Gu","year":"2016","unstructured":"Gu, Y., Ren, F., Ji, Y., & Li, J. (2016). The evolution of sink mobility management in wireless sensor networks: A survey. IEEE Communications Surveys Tutorials, 18(1), 507\u2013524.","journal-title":"IEEE Communications Surveys Tutorials"},{"issue":"3","key":"6657_CR9","doi-asserted-by":"publisher","first-page":"881","DOI":"10.1109\/TSMCB.2012.2217491","volume":"43","author":"U Halder","year":"2013","unstructured":"Halder, U., Das, S., & Maity, D. (2013). A cluster-based differential evolution algorithm with external archive for optimization in dynamic environments. IEEE Transactions on Cybernetics, 43(3), 881\u2013897.","journal-title":"IEEE Transactions on Cybernetics"},{"issue":"4","key":"6657_CR10","doi-asserted-by":"publisher","first-page":"660","DOI":"10.1109\/TWC.2002.804190","volume":"1","author":"WB Heinzelman","year":"2002","unstructured":"Heinzelman, W. B., Chandrakasan, A. P., & Balakrishnan, H. (2002). An application-specific protocol architecture for wireless microsensor networks. IEEE Transactions on Wireless Communications, 1(4), 660\u2013670.","journal-title":"IEEE Transactions on Wireless Communications"},{"issue":"7","key":"6657_CR11","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 Sensors Journal, 15(7), 4148\u20134155.","journal-title":"IEEE Sensors Journal"},{"issue":"1","key":"6657_CR12","doi-asserted-by":"publisher","first-page":"526","DOI":"10.1109\/JSEN.2014.2347137","volume":"15","author":"AW Khan","year":"2015","unstructured":"Khan, A. W., Abdullah, A. H., Razzaque, M. A., & Bangash, J. I. (2015). Vgdra: A virtual grid-based dynamic routes adjustment scheme for mobile sink-based wireless sensor networks. IEEE Sensors Journal, 15(1), 526\u2013534.","journal-title":"IEEE Sensors Journal"},{"issue":"4","key":"6657_CR13","doi-asserted-by":"publisher","first-page":"2310","DOI":"10.1109\/TCE.2010.5681105","volume":"56","author":"J Kim","year":"2010","unstructured":"Kim, J., In, J., Hur, K., Kim, J., & Eom, D. (2010). An intelligent agent-based routing structure for mobile sinks in WSNs. IEEE Transactions on Consumer Electronics, 56(4), 2310\u20132316.","journal-title":"IEEE Transactions on Consumer Electronics"},{"issue":"12","key":"6657_CR14","doi-asserted-by":"publisher","first-page":"1613","DOI":"10.1016\/j.patrec.2011.05.010","volume":"32","author":"W Kwedlo","year":"2011","unstructured":"Kwedlo, W. (2011). A clustering method combining differential evolution with the k-means algorithm. Pattern Recognition Letters, 32(12), 1613\u20131621.","journal-title":"Pattern Recognition Letters"},{"key":"6657_CR15","doi-asserted-by":"crossref","unstructured":"Lee, E., Park, S., Yu, F., Choi, Y., Jin, M. S., & Kim, S. H. (2008, March). A predictable mobility-based data dissemination protocol for wireless sensor networks. In 22nd international conference on advanced information networking and applications (AINA 2008) (pp. 741\u2013747).","DOI":"10.1109\/AINA.2008.139"},{"issue":"9","key":"6657_CR16","doi-asserted-by":"publisher","first-page":"2891","DOI":"10.1109\/JSEN.2012.2204737","volume":"12","author":"JS Lee","year":"2012","unstructured":"Lee, J. S., & Cheng, W. L. (2012). Fuzzy-logic-based clustering approach for wireless sensor networks using energy predication. IEEE Sensors Journal, 12(9), 2891\u20132897.","journal-title":"IEEE Sensors Journal"},{"issue":"8","key":"6657_CR17","doi-asserted-by":"publisher","first-page":"2319","DOI":"10.1007\/s11276-014-0735-9","volume":"20","author":"E Lee","year":"2014","unstructured":"Lee, E., Park, S., Seungmin, O., & Kim, S.-H. (2014). Rendezvous-based data dissemination for supporting mobile sinks in multi-hop clustered wireless sensor networks. Wireless Networks, 20(8), 2319\u20132336.","journal-title":"Wireless Networks"},{"key":"6657_CR18","doi-asserted-by":"crossref","unstructured":"Liang, W., Luo, J., & Xu, X. (Dec 2010). Prolonging network lifetime via a controlled mobile sink in wireless sensor networks. In 2010 IEEE global telecommunications conference GLOBECOM 2010 (pp. 1\u20136).","DOI":"10.1109\/GLOCOM.2010.5683095"},{"issue":"9","key":"6657_CR19","doi-asserted-by":"publisher","first-page":"924","DOI":"10.1109\/TPDS.2002.1036066","volume":"13","author":"S Lindsey","year":"2002","unstructured":"Lindsey, S., Raghavendra, C., & Sivalingam, K. M. (2002). Data gathering algorithms in sensor networks using energy metrics. IEEE Transactions on Parallel and Distributed Systems, 13(9), 924\u2013935.","journal-title":"IEEE Transactions on Parallel and Distributed Systems"},{"issue":"1","key":"6657_CR20","doi-asserted-by":"publisher","first-page":"79","DOI":"10.7763\/IJMLC.2011.V1.12","volume":"1","author":"J-L Liu","year":"2011","unstructured":"Liu, J.-L., & Ravishankar, C. V. (2011). LEACH-GA: Genetic algorithm-based energy-efficient adaptive clustering protocol for wireless sensor networks. International Journal of Machine Learning and Computing, 1(1), 79\u201385.","journal-title":"International Journal of Machine Learning and Computing"},{"issue":"1","key":"6657_CR21","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1109\/TC.2011.207","volume":"62","author":"X Liu","year":"2013","unstructured":"Liu, X., Zhao, H., Yang, X., & Li, X. (2013). Sinktrail: A proactive data reporting protocol for wireless sensor networks. IEEE Transactions on Computers, 62(1), 151\u2013162.","journal-title":"IEEE Transactions on Computers"},{"key":"6657_CR22","doi-asserted-by":"publisher","first-page":"76","DOI":"10.1016\/j.ins.2016.12.046","volume":"385\u2013386","author":"O Moh\u2019d Alia","year":"2017","unstructured":"Moh\u2019d Alia, O. (2017). Dynamic relocation of mobile base station in wireless sensor networks using a cluster-based harmony search algorithm. Information Sciences, 385\u2013386, 76\u201395.","journal-title":"Information Sciences"},{"issue":"1","key":"6657_CR23","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 Sensors Journal, 16(1), 137\u2013144.","journal-title":"IEEE Sensors Journal"},{"key":"6657_CR24","doi-asserted-by":"publisher","first-page":"915","DOI":"10.1007\/s11277-017-4543-2","volume":"97","author":"AA Qasem","year":"2017","unstructured":"Qasem, A. A., Fawzy, A. E., Shokair, M., Saad, W., El-Halafawy, S., & Elkorany, A. (2017). Energy efficient intra cluster transmission in grid clustering protocol for wireless sensor networks. Wireless Personal Communications., 97, 915\u2013932.","journal-title":"Wireless Personal Communications."},{"issue":"5","key":"6657_CR25","doi-asserted-by":"publisher","first-page":"2407","DOI":"10.1109\/TVT.2013.2291811","volume":"63","author":"H Salarian","year":"2014","unstructured":"Salarian, H., Chin, K. W., & Naghdy, F. (2014). An energy-efficient mobile-sink path selection strategy for wireless sensor networks. IEEE Transactions on Vehicular Technology, 63(5), 2407\u20132419.","journal-title":"IEEE Transactions on Vehicular Technology"},{"key":"6657_CR26","unstructured":"Shah, R. C., Roy, S., Jain, S., & Brunette, W. (May 2003). Data mules: Modeling a three-tier architecture for sparse sensor networks. In 2003 IEEE international workshop on sensor network protocols and applications, 2003. Proceedings of the first IEEE (pp. 30\u201341)."},{"key":"6657_CR27","doi-asserted-by":"crossref","unstructured":"Shi, Y., & Hou, Y. T. (2008, April). Theoretical results on base station movement problem for sensor network. In IEEE INFOCOM 2008\u2014The 27th conference on computer communications.","DOI":"10.1109\/INFOCOM.2008.9"},{"issue":"4","key":"6657_CR28","doi-asserted-by":"publisher","first-page":"395","DOI":"10.1109\/TMC.2007.57","volume":"6","author":"AA Somasundara","year":"2007","unstructured":"Somasundara, A. A., Ramamoorthy, A., & Srivastava, M. B. (2007). Mobile element scheduling with dynamic deadlines. IEEE Transactions on Mobile Computing, 6(4), 395\u2013410.","journal-title":"IEEE Transactions on Mobile Computing"},{"issue":"8","key":"6657_CR29","doi-asserted-by":"publisher","first-page":"2658","DOI":"10.1109\/JSEN.2014.2312549","volume":"14","author":"A Thakkar","year":"2014","unstructured":"Thakkar, A., & Kotecha, K. (2014). Cluster head election for energy and delay constraint applications of wireless sensor network. IEEE Sensors Journal, 14(8), 2658\u20132664.","journal-title":"IEEE Sensors Journal"},{"key":"6657_CR30","doi-asserted-by":"publisher","first-page":"502","DOI":"10.1016\/j.asoc.2015.06.032","volume":"35","author":"J Tvrd\u00edk","year":"2015","unstructured":"Tvrd\u00edk, J., & K\u0159iv\u00fd, I. (2015). Hybrid differential evolution algorithm for optimal clustering. Applied Soft Computing, 35, 502\u2013512.","journal-title":"Applied Soft Computing"},{"issue":"4","key":"6657_CR31","first-page":"427","volume":"2","author":"KG Vijayvargiya","year":"2012","unstructured":"Vijayvargiya, K. G., & Shrivastava, V. (2012). An amend implementation on leach protocol based on energy hierarchy. International Journal of Current Engineering and Technology, 2(4), 427\u2013431.","journal-title":"International Journal of Current Engineering and Technology"},{"issue":"6","key":"6657_CR32","doi-asserted-by":"publisher","first-page":"1932","DOI":"10.1109\/JSEN.2014.2306429","volume":"14","author":"CF Wang","year":"2014","unstructured":"Wang, C. F., Shih, J. D., Pan, B. H., & Wu, T. Y. (2014). A network lifetime enhancement method for sink relocation and its analysis in wireless sensor networks. IEEE Sensors Journal, 14(6), 1932\u20131943.","journal-title":"IEEE Sensors Journal"},{"key":"6657_CR33","doi-asserted-by":"publisher","first-page":"452","DOI":"10.1016\/j.future.2016.08.004","volume":"76","author":"J Wang","year":"2016","unstructured":"Wang, J., Cao, Y., Li, B., Kim, H. J., & Lee, S. (2016). Particle swarm optimization based clustering algorithm with mobile sink for WSNs. Future Generation Computer Systems, 76, 452\u2013457.","journal-title":"Future Generation Computer Systems"},{"issue":"2","key":"6657_CR34","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1109\/TC.2010.219","volume":"61","author":"M Zhao","year":"2012","unstructured":"Zhao, M., & Yang, Y. (2012). Bounded relay hop mobile data gathering in wireless sensor networks. IEEE Transactions on Computers, 61(2), 265\u2013277.","journal-title":"IEEE Transactions on Computers"},{"key":"6657_CR35","doi-asserted-by":"publisher","first-page":"381","DOI":"10.1109\/ACCESS.2015.2424452","volume":"3","author":"C Zhu","year":"2015","unstructured":"Zhu, C., Wu, S., Han, G., Shu, L., & Wu, H. (2015). A tree-cluster-based data-gathering algorithm for industrial WSNs with a mobile sink. IEEE Access, 3, 381\u2013396.","journal-title":"IEEE Access"}],"container-title":["Wireless Personal Communications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-019-06657-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11277-019-06657-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-019-06657-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,17]],"date-time":"2020-08-17T23:46:05Z","timestamp":1597707965000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11277-019-06657-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,8,19]]},"references-count":35,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2019,12]]}},"alternative-id":["6657"],"URL":"https:\/\/doi.org\/10.1007\/s11277-019-06657-8","relation":{},"ISSN":["0929-6212","1572-834X"],"issn-type":[{"value":"0929-6212","type":"print"},{"value":"1572-834X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,8,19]]},"assertion":[{"value":"19 August 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}