Performance Evaluation of Wireless Sensor Networks Communication Overhead and Energy Consumption using the Self Organizing Map Method

Powerful actors and resource constrained sensors are joined in wireless networks to form Wireless Sensor and Actor Networks WSANs . The lifespan of a sensor network may be effectively increased by clustering. The method of clustering involves breaking up sensor networks into smaller, more nimble groups of individuals with a cluster head. In hierarchically organised wireless sensor networks, clustering algorithms must choose the ideal number of clusters. In this study, we examine the effectiveness of cluster based wireless sensor networks for various wireless sensor network communication patterns WSNs . By utilising the self organizing map SOM based clustering approach, we concentrate on their performances in terms of Communication overhead and Energy consumption in WSN with varied velocities for the cluster based protocol. Mangukiya Hiteshkumar Bhupatbhai "Performance Evaluation of Wireless Sensor Networks' Communication Overhead and Energy Consumption using the Self-Organizing Map Method" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-6 | Issue-6 , October 2022, URL: https://www.ijtsrd.com/papers/ijtsrd51936.pdf Paper URL: https://www.ijtsrd.com/engineering/electronics-and-communication-engineering/51936/performance-evaluation-of-wireless-sensor-networks-communication-overhead-and-energy-consumption-using-the-selforganizing-map-method/mangukiya-hiteshkumar-bhupatbhai