Multi-hop PSO based routing protocol for Wireless Sensor Networks with Energy Harvesting

Abstract

In this paper, three energy efficient routing strategies for a design of a Particle Swarm Optimization based Wireless Sensor Network (WSN) routing algorithm are presented. The first strategy maximizes the energy of the node with the lowest energy (the worst performing node) in the WSN, the second strategy maximizes the overall WSN energy and the third strategy maximizes the energy of the worst performing node while improving network latency. The best of these strategies is further tested in a WSN with energy harvesting nodes. The results are compared with a benchmark variant of the Low energy adaptive clustering hierarchy (LEACH) protocol, called the LEACH-Centralized Sleeping (CS). The results show that the strategy that maximizes the overall network energy can improve the network lifetime better. The results further show that the energy harvesting aware routing protocol can extend the lifetime of a WSN more than a protocol that is not energy harvesting aware.