A new efficient path design algorithm for wireless sensor networks with a mobile sink
Guisheng Hou, Xiaobei Wu, Cheng Huang, Zhiliang Xu · 2015
Introducing mobility for sink can effectively solve many problems existing in the traditional wireless sensor networks with a fixed sink. However, because of the speed limit, the mobile sink has to take a long time to visit all nodes, which can not meet most applications' requirements for data latency. To address this issue, this paper proposes an efficient path design algorithm based on Virtual Grids and the Artificial Fish Swarm Algorithm (VG-AFSA). VG-AFSA divides nodes into groups with virtual grids to scale down the space of searching optimal set of visited-nodes, then utilizes AFSA to do searching. Simulation results show that our proposed algorithm has a better energy effectiveness compared with CPUG, and moreover, significantly lowers computation complexity and has a good scalability to network size.