Enhancement of Energy Efficiency and Network Lifetime Using Modified MPCT Algorithm in Wireless Sensor Networks

Abstract

Wireless sensor networks (WSN) allude to gathering of spatially fragmented and committed sensors for observing and documenting various physical and climatic variables like temperature, moistness and, so on. WSN is quickly growing its work in different fields like clinical, enterprises, climate following and so on. However, the sensor nodes have restricted battery life and substitution or re-energizing of these batteries in the sensor nodes is exceptionally troublesome for the most parts. Energy effectiveness is the significant worry in the remote sensor networks as it is significant for keeping up its activity. In this paper, clustering algorithms based on sensor module energy states to strengthen the network longevity of wireless sensor networks is proposed (i.e. modified MPCT algorithm) in which cluster head determination depends on the every cluster power centroid as well as power of the sensor nodes. Correspondence between cluster leader and sink module employ a parameter distance edge for lessening energy utilization. The outcome got shows a normal increment of 60% in network lifetime compared to Low energy adaptive protocol, Energy efficient midpoint initialization algorithm (EECPK-means), Park K-means algorithm and Mobility path selection protocol.

Cluster Based Energy Efficient Routing Protocol using SA-LEACH to Wireless Sensor Networks

“…Radhika et al (1) presented a model in which the authors tried to improve the lifetime of the node using Fuzzy Based Clustering and Machine Learning Based Data Reduction, no doubt the proposed approach improved the lifetime of the node but maximizes the delay and reduces the overall throughput of the network system. In (2,3) the authors improved the lifetime and energy of the nodes in Wireless Sensor Networks, but the design of the proposed approaches are too complex and may not be https://www.indjst.org/ the optimum solution for real time applications.…”