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Title	Fuzzy C-Means Clustering Approach For Green Iot In Smart Cities
ID_Doc	27577
Authors	Hussein A.A.; Abdulrazzak H.N.
Year	2024
Published	2024 3rd International Conference on Power, Control and Computing Technologies, ICPC2T 2024
DOI	http://dx.doi.org/10.1109/ICPC2T60072.2024.10474897
Abstract	Cluster-based routing or Hierarchical is a widely recognized approach with particular benefits in terms of scalability and communication efficiency. In Wireless Sensor Networks supported IoT, the utilization of clustered routing is a cost-effective method of data collection and transmission, where nodes with the most energy remaining can be utilized to collect and transmit data. This paper proposed a soft Fuzzy C-Means Dynamic Clustering (FCM-DC) Approach. A new Cluster Head (CH) selection technique was presented also. The proposed model was compared with an existing cluster based routing protocol, LEACH protocol, and LEACH-C protocol. The proposed FCM-DC model reduce the packet delay about 16% in 50 nodes scenario and 86% in 100 nodes scenario compared with LEACH. © 2024 IEEE.
Author Keywords	Clustering; FCM; IoT; Routing; Smart city

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