On improving the lifespan of wireless sensor networks with fuzzy based clustering and machine learning based data reduction

• Published in: Applied soft computing Vol. 83; p. 105610
• Main Authors: Radhika, S., Rangarajan, P.
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.10.2019
• Subjects: Clustering; Energy efficiency; Fuzzy; Machine learning; Network lifetime; Wireless sensor networks; Wireless sensor networks; Network lifetime; Energy efficiency; Fuzzy; Clustering; Machine learning

A useful approach to increase the lifetime of wireless sensor networks is clustering. Exchange of messages due to successive and recurrent reclustering burdens the sensor nodes and causes power loss. This paper presents a modified clustering methodology that diminishes the overhead in clustering and...