{"title":"无线传感器网络聚类研究综述:优化技术与未来研究挑战","authors":"Abha Sharma, Prasenjit Das, R. B. Patel","doi":"10.1109/ISPCC53510.2021.9609420","DOIUrl":null,"url":null,"abstract":"Wireless Sensor Networks (WSNs) has become an attraction for various academic researchers and technical communities in these modern times. The aim is to work upon key issues like better data communication, maintain network load, reliability, scalability, and augment security issues. Clustering has its own significance in WSN as it plays a vital role in energy utilization, which is one of the key concerns in any kind of network. A cluster is formed by set of nodes, the formed cluster is responsible for improving the routing structure that reduces network delay and create a network with better efficiency. Nodes in a cluster come together on the basis of fitness function. The proposed review focuses on clustering aspects like objectives that are facilitated, characteristics, taxonomy for cluster formation and classification of the optimization techniques used to enhance the clustering process in WSNs which have been proposed in previous years.","PeriodicalId":113266,"journal":{"name":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"A Comprehensive Review on Clustering in WSN: Optimization Techniques and Future Research Challenges\",\"authors\":\"Abha Sharma, Prasenjit Das, R. B. Patel\",\"doi\":\"10.1109/ISPCC53510.2021.9609420\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Wireless Sensor Networks (WSNs) has become an attraction for various academic researchers and technical communities in these modern times. The aim is to work upon key issues like better data communication, maintain network load, reliability, scalability, and augment security issues. Clustering has its own significance in WSN as it plays a vital role in energy utilization, which is one of the key concerns in any kind of network. A cluster is formed by set of nodes, the formed cluster is responsible for improving the routing structure that reduces network delay and create a network with better efficiency. Nodes in a cluster come together on the basis of fitness function. The proposed review focuses on clustering aspects like objectives that are facilitated, characteristics, taxonomy for cluster formation and classification of the optimization techniques used to enhance the clustering process in WSNs which have been proposed in previous years.\",\"PeriodicalId\":113266,\"journal\":{\"name\":\"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-10-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISPCC53510.2021.9609420\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISPCC53510.2021.9609420","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Comprehensive Review on Clustering in WSN: Optimization Techniques and Future Research Challenges
Wireless Sensor Networks (WSNs) has become an attraction for various academic researchers and technical communities in these modern times. The aim is to work upon key issues like better data communication, maintain network load, reliability, scalability, and augment security issues. Clustering has its own significance in WSN as it plays a vital role in energy utilization, which is one of the key concerns in any kind of network. A cluster is formed by set of nodes, the formed cluster is responsible for improving the routing structure that reduces network delay and create a network with better efficiency. Nodes in a cluster come together on the basis of fitness function. The proposed review focuses on clustering aspects like objectives that are facilitated, characteristics, taxonomy for cluster formation and classification of the optimization techniques used to enhance the clustering process in WSNs which have been proposed in previous years.