CRCWSN: Presenting a Routing Algorithm by using Re-clustering to Reduce Energy Consumption in WSN

摘要

In this paper, we have presented an algorithm, based on genetics and re-clustering,?to reduce energy consumption in Wireless Sensor Networks. Algorithm CRCWSN?could be best used by selected chromosomes in different states. In this algorithm,?a new technique of selecting cluster head(CH) has been initially used by genetic?algorithm. These CHs have been used individually in each round to transmit data. In?this research, considering distance and energy parameters, we have created a target?function having more optimum conditions, compared to previous techniques. The?created target function has been evaluated by input chromosome, and the combination?of chromosomes has been done by a new technique having more efficiency compared?to previous similar techniques. Consequently, the timing of generation repeat is based?on local distribution in chromosomes, and their using in sending data from source to?destination that decrease generations’ repeat, compared to previous methods. Results?by simulation show that, at the end of each round, the number of alive nodes in?the suggested algorithm increases, compared to previous methods, which increases?network’s lifetime.