Genetic algorithm for energy harvesting-wireless sensor networks
Harsh Darji, Hitesh B. Shah · 2016
Traditional routing protocols such as LEACH, PEGASIS, TEEN etc. are no longer appropriate for the Energy Harvesting-Wireless Sensing element Networks (EH-WSN). Requirement is that WSN must have low energy consumption. Machine Learning algorithms can be used for minimizing energy consumption. Thus our main objective is to develop machine learning based routing protocol, which is having energy harvested from environment instead of batteries. Research work done on LEACH and modified LEACH algorithms in order to achieve energy efficiency in WSN. Majorly these approach concentrate on clustering of sensor nodes and/or modifying the routing protocol. Finally we compared our proposed machine learning algorithm with LEACH to show energy efficient network with improved network lifetime.