{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T19:17:00Z","timestamp":1769714220369,"version":"3.49.0"},"reference-count":39,"publisher":"SAGE Publications","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IFS"],"published-print":{"date-parts":[[2023,8,24]]},"abstract":"<jats:p>In multicasting packets of data from a node will be sent to a group of receiver nodes at the same time. Multicasting lowers transmission costs. Energy conservation is critical to a sensor network\u2019s long-term viability. Sensor networks have limited and non-replenishable energy supplies, maximizing network lifetime is crucial in sensor nodes. As a result, clustering has become one of the popular methods for extending the lifetime of an entire system by integrating information at the cluster head. Cluster head (CH) selection is the important serving node in each cluster in the Wireless sensor networks (WSN). This paper introduces a High Power Node (HPN) multicasting approach which embeds a cluster of sink node data in packet headers to allow receiver for utilizing a approach for transferring multicast packet data via the shortest paths. The proposed Energy efficient multicasting cluster based routing (EEMCR) protocol utilized high power nodes, which shall play a critical role in minimal energy usage. The implementation findings demonstrate that, when compared with the previous methodologies, the suggested algorithm has enhanced in terms of packet delivery ratio (PDR), End to end delivery rate, efficiency and achieves low energy consumption. The proposed EEMCR obtain 95% efficiency. The results are then compared to other existing algorithms to determine the superiority of the proposed methodology.<\/jats:p>","DOI":"10.3233\/jifs-223536","type":"journal-article","created":{"date-parts":[[2023,7,4]],"date-time":"2023-07-04T12:21:26Z","timestamp":1688473286000},"page":"4753-4766","source":"Crossref","is-referenced-by-count":0,"title":["Enhancing energy utilization for high power node multicasting in wireless sensor networks"],"prefix":"10.1177","volume":"45","author":[{"given":"M.","family":"Ashok Kumar","sequence":"first","affiliation":[{"name":"Department of Electronics and Communication Engineering, SCAD College of Engineering and Technology, Cheranmahadevi"}]},{"given":"K.","family":"Saravanan","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, College of Engineering, Guindy, Anna University, Chennai"}]}],"member":"179","reference":[{"key":"10.3233\/JIFS-223536_ref1","doi-asserted-by":"crossref","unstructured":"Xiuniao Zhao , Zhong Wentao and Navaei Yahya Dorostkar , A Novel Energy-Aware Routing in Wireless Sensor Network Using Clustering Based on Combination of Multiobjective Genetic and Cuckoo Search Algorithm, Wireless Communications and Mobile Computing (2022).","DOI":"10.1155\/2022\/6939868"},{"key":"10.3233\/JIFS-223536_ref2","unstructured":"Madesha T.D. and Chaya M. , Receiver based multicasting protocol for wireless sensor networks, International Journal of Engineering Research & Technology (IJERT), no.3 (2014)."},{"key":"10.3233\/JIFS-223536_ref3","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jnca.2017.07.006","article-title":"A comprehensive survey on multichannel routing in wireless sensor networks","volume":"95","author":"Rehan","year":"2017","journal-title":"Journal of Network and Computer Applications"},{"key":"10.3233\/JIFS-223536_ref4","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1016\/j.adhoc.2016.12.008","article-title":"An adaptive cross-layer error control protocol for wireless multimedia sensor networks","volume":"56","author":"Sarvi","year":"2017","journal-title":"Ad Hoc Networks"},{"issue":"2","key":"10.3233\/JIFS-223536_ref5","doi-asserted-by":"crossref","first-page":"548","DOI":"10.1109\/TC.2015.2423677","article-title":"Geographic and opportunistic routing for underwater sensor networks","volume":"65","author":"Coutinho","year":"2015","journal-title":"IEEE Transactions on Computers"},{"key":"10.3233\/JIFS-223536_ref6","first-page":"1","article-title":"Reliable and energy-efficient multi-hop LEACH-based clustering protocol for wireless sensor networks","volume":"20","author":"Al-Sodairi","year":"2018","journal-title":"Sustainable computing: informatics and systems"},{"key":"10.3233\/JIFS-223536_ref7","doi-asserted-by":"crossref","first-page":"102083","DOI":"10.1016\/j.adhoc.2020.102083","article-title":"Data aggregation algorithms for wireless sensor network: a review","volume":"100","author":"Kaur","year":"2020","journal-title":"Ad Hoc Networks"},{"key":"10.3233\/JIFS-223536_ref8","doi-asserted-by":"crossref","first-page":"36","DOI":"10.1016\/j.comcom.2019.10.003","article-title":"Cluster based data aggregation scheme for latency and packet loss reduction in WSN","volume":"149","author":"Seedha","year":"2020","journal-title":"Computer Communications"},{"key":"10.3233\/JIFS-223536_ref9","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1016\/j.comcom.2021.01.011","article-title":"Towards an energy balancing solution for wireless sensor network with mobile sink node","volume":"170","author":"Thomson","year":"2021","journal-title":"Computer Communications"},{"issue":"2","key":"10.3233\/JIFS-223536_ref10","doi-asserted-by":"crossref","first-page":"260","DOI":"10.5755\/j01.itc.49.2.24111","article-title":"On improving reliability in multicast routing protocol for wireless sensor network","volume":"49","author":"Raja","year":"2020","journal-title":"Information Technology and Control"},{"issue":"2","key":"10.3233\/JIFS-223536_ref11","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1504\/IJAHUC.2020.105474","article-title":"A novel RPL-based multicast routing mechanism for wireless sensor networks","volume":"33","author":"Hwang","year":"2020","journal-title":"International Journal of Ad Hoc and Ubiquitous Computing"},{"issue":"10","key":"10.3233\/JIFS-223536_ref12","doi-asserted-by":"crossref","first-page":"9493","DOI":"10.3390\/s101009493","article-title":"A distance-based energy aware routing algorithm for wireless sensor networks","volume":"10","author":"Wang","year":"2010","journal-title":"Sensors"},{"key":"10.3233\/JIFS-223536_ref13","unstructured":"Winter, Tim , Thubert Pascal , Brandt Anders , Hui Jonathan , Kelsey Richard , Levis Philip , Pister Kris , Struik Rene , Vasseur Jean-Philippe and Alexander Roger . RPL: IPv6 routing protocol for low-power and lossy networks No. rfc6550. 2012."},{"key":"10.3233\/JIFS-223536_ref14","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1016\/j.comcom.2022.02.016","article-title":"An improved routing protocol for raw data collection in multihop wireless sensor networks","volume":"188","author":"Zhang","year":"2022","journal-title":"Computer Communications"},{"key":"10.3233\/JIFS-223536_ref15","doi-asserted-by":"crossref","unstructured":"Roy, Sohini and Das Ayan Kumar , Energy efficient cluster based routing protocol (EECBRP) for Wireless Sensor Network, In 2014 First International Conference on Networks & Soft Computing (ICNSC2014), In, pp. 25\u201329. IEEE 2014.","DOI":"10.1109\/CNSC.2014.6906660"},{"key":"10.3233\/JIFS-223536_ref16","doi-asserted-by":"crossref","first-page":"399","DOI":"10.1016\/j.compeleceng.2016.07.009","article-title":"An energy efficient multi-level route-aware clustering algorithm for wireless sensor networks: A self-organized approach","volume":"56","author":"Sabet","year":"2016","journal-title":"Computers & Electrical Engineering"},{"key":"10.3233\/JIFS-223536_ref17","doi-asserted-by":"crossref","first-page":"105788","DOI":"10.1016\/j.asoc.2019.105788","article-title":"Genetic algorithm-based optimized cluster head selection for single and multiple data sinks in heterogeneous wireless sensor network","volume":"85","author":"Verma","year":"2019","journal-title":"Applied Soft Computing"},{"key":"10.3233\/JIFS-223536_ref18","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1016\/j.ins.2019.05.094","article-title":"Energy efficient multi-hop path in wireless sensor networks using an enhanced genetic algorithm","volume":"500","author":"Al-Shalabi","year":"2019","journal-title":"Information Sciences"},{"issue":"1","key":"10.3233\/JIFS-223536_ref19","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1007\/s41870-021-00791-y","article-title":"ACS LEACH protocol using optimized clustering and improved orthogonal matching pursuit in WSN","volume":"14","author":"Patil","year":"2022","journal-title":"International Journal of Information Technology"},{"key":"10.3233\/JIFS-223536_ref20","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1016\/j.fss.2021.07.018","article-title":"Optimized fuzzy clustering in wireless sensor networks using improved squirrel search algorithm","volume":"438","author":"Le-Ngoc","year":"2022","journal-title":"Fuzzy Sets and Systems"},{"key":"10.3233\/JIFS-223536_ref21","doi-asserted-by":"crossref","unstructured":"Heinzelman, Wendi Rabiner , Chandrakasan Anantha and Balakrishnan Hari , Energy-efficient communication protocol for wireless microsensor networks, In Proceedings of the 33rd annual Hawaii international conference on system sciences, pp. 10-pp. 2000, IEEE.","DOI":"10.1109\/HICSS.2000.926982"},{"issue":"4","key":"10.3233\/JIFS-223536_ref22","doi-asserted-by":"crossref","first-page":"660","DOI":"10.1109\/TWC.2002.804190","article-title":"An application-specific protocol architecture for wireless microsensor networks","volume":"1","author":"Heinzelman","year":"2002","journal-title":"IEEE Transactions on Wireless Communications"},{"issue":"5","key":"10.3233\/JIFS-223536_ref23","doi-asserted-by":"crossref","first-page":"513","DOI":"10.1007\/s10796-008-9121-4","article-title":"T-LEACH: The method of threshold based cluster head replacement for wireless sensor networks","volume":"11","author":"Hong","year":"2009","journal-title":"Inform. Syst. Front."},{"key":"10.3233\/JIFS-223536_ref24","doi-asserted-by":"crossref","unstructured":"Satyanarayana P. , Sushma T. , Arun M. , Talari Venkata Syamala Raiu , Gopalakrishnan S. and Krishnan V. Gokula , Enhancement of Energy Efficiency and Network Lifetime Using Modified Cluster Based Routing in Wireless Sensor Networks, In 2023 International Conference on Intelligent Systems for Communication, IoT and Security (ICISCoIS), pp. 127\u2013132. IEEE, 2023.","DOI":"10.1109\/ICISCoIS56541.2023.10100580"},{"issue":"3","key":"10.3233\/JIFS-223536_ref25","doi-asserted-by":"crossref","first-page":"1325","DOI":"10.1007\/s12652-019-01449-1","article-title":"Energy efficient optimized rate based congestion control routing in wireless sensor network","volume":"11","author":"Srivastava","year":"2020","journal-title":"Journal of Ambient Intelligence and Humanized Computing"},{"issue":"5","key":"10.3233\/JIFS-223536_ref26","doi-asserted-by":"crossref","first-page":"4967","DOI":"10.1007\/s12652-020-01936-w","article-title":"A distributed fuzzy multicast routing protocol (DFMCRP) for maximizing the network lifetime in mobile ad-hoc networks","volume":"12","author":"Fareena","year":"2021","journal-title":"Journal of Ambient Intelligence and Humanized Computing"},{"issue":"14\u201315","key":"10.3233\/JIFS-223536_ref27","doi-asserted-by":"crossref","first-page":"2842","DOI":"10.1016\/j.comcom.2007.05.034","article-title":"PEACH: Power-efficient and adaptive clustering hierarchy protocol for wireless sensor networks","volume":"30","author":"Yi","year":"2007","journal-title":"Computer communications"},{"issue":"1","key":"10.3233\/JIFS-223536_ref28","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1007\/s11227-017-2128-1","article-title":"Survey on clustering in heterogeneous and homogeneous wireless sensor networks","volume":"74","author":"Rostami","year":"2018","journal-title":"The Journal of Supercomputing"},{"issue":"3","key":"10.3233\/JIFS-223536_ref29","doi-asserted-by":"crossref","first-page":"304","DOI":"10.1016\/j.jksuci.2017.03.006","article-title":"A survey on unequal clustering protocols in wireless sensor networks","volume":"31","author":"Arjunan","year":"2019","journal-title":"Journal of King Saud University-Computer and Information Sciences"},{"issue":"1","key":"10.3233\/JIFS-223536_ref30","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1007\/s11227-017-2128-1","article-title":"Survey on clustering in heterogeneous and homogeneous wireless sensor networks","volume":"74","author":"Rostami","year":"2018","journal-title":"J. Supercomput"},{"key":"10.3233\/JIFS-223536_ref31","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/j.jnca.2013.04.001","article-title":"A survey on intelligent routingprotocols in wireless sensor networks","volume":"38","author":"Guo","year":"2014","journal-title":"Journal of Network andComputer Applications"},{"issue":"1","key":"10.3233\/JIFS-223536_ref32","doi-asserted-by":"crossref","first-page":"26","DOI":"10.57159\/gadl.jcmm.2.1.23040","article-title":"Enhancing Parameters of LEACH Protocol for Efficient Routing in Wireless Sensor Networks","volume":"2","author":"Verma","year":"2023","journal-title":"Journal of Computers, Mechanical and Management"},{"issue":"3","key":"10.3233\/JIFS-223536_ref33","first-page":"135","article-title":"An adaptive power-controlled routing protocol for energy-limited wireless sensor networks","volume":"16","author":"Won","year":"2018","journal-title":"Journal of Information and Communication Convergence Engineering"},{"key":"10.3233\/JIFS-223536_ref34","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1016\/j.comnet.2017.08.011","article-title":"EMGR: Energy efficient multicast geographic routing in wireless sensor networks","volume":"129","author":"Huang","year":"2017","journal-title":"Com-put. Netw."},{"issue":"2","key":"10.3233\/JIFS-223536_ref35","doi-asserted-by":"crossref","first-page":"120","DOI":"10.1016\/j.aci.2017.12.003","article-title":"Mohan Reddy and M. Seetha, EELAM: Energy efficient lifetime aware multicast route selection for mobile ad hoc networks","volume":"15","author":"Papanna","year":"2019","journal-title":"Applied Computing and Informatics"},{"key":"10.3233\/JIFS-223536_ref36","doi-asserted-by":"crossref","first-page":"38584","DOI":"10.1109\/ACCESS.2019.2905135","article-title":"A new algorithm for high power node multicasting in wireless sensor networks","volume":"7","author":"Santhana","year":"2019","journal-title":"IEEE Access"},{"issue":"4","key":"10.3233\/JIFS-223536_ref37","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1049\/iet-wss.2014.0021","article-title":"Core network supported multicast routing protocol for wireless sensor networks","volume":"5","author":"Maddali","year":"2015","journal-title":"IET Wireless Sensor Syst."},{"key":"10.3233\/JIFS-223536_ref38","doi-asserted-by":"crossref","unstructured":"Geleto, Tadele Degefa , Dhas C. Suresh Gnana , Kaliyaperumal Karthikeyan and Noordeen S. , Improving Energy Efficiency in Piezoelectric Effect Based Synchronous Multicast Protocol (PESM) in Wireless Sensor Networks, In Proceedings of Second International Conference in Mechanical and Energy Technology: ICMET 2021, India, Singapore: Springer Nature Singapore (2022), 559\u2013570.","DOI":"10.1007\/978-981-19-0108-9_57"},{"key":"10.3233\/JIFS-223536_ref39","doi-asserted-by":"crossref","unstructured":"Kavipriya P. , Jebarani M.R. Ebenezar , Lakshmi S. and Jegan G. , Hybrid Optimization Based on Genetic Routing and Scheduling Scheme With Secure Transmission in Wireless Sensor Networks, In Artificial Intelligence Applications in Battery Management Systems and Routing Problems in Electric Vehicles, IGI Global, (2023), 269\u2013301.","DOI":"10.4018\/978-1-6684-6631-5.ch013"}],"container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/JIFS-223536","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T08:30:15Z","timestamp":1769675415000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/JIFS-223536"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,24]]},"references-count":39,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.3233\/jifs-223536","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,8,24]]}}}