Dual-Cluster Heads Clustering Routing Algorithm Based On Particle Swarm Optimization
Changjiang Jiang, Hancheng Zhang, Yuwei Zhou, Lie Lei, Yun Ren
Available Online September 2016.
- https://doi.org/10.2991/amitp-16.2016.16How to use a DOI?
- Wireless Sensor Network(WSN) optimal number of cluster heads Particle Swarm Optimization(PSO) fitness function dual-cluster heads
- In order to solve the problem of the cluster head heavy energy consumption and energy utilization rate are insufficient in the clustering of wireless sensor network, proposed a dual cluster selecting based on particle swarm algorithm. Adopted the LEACH algorithm to cluster the area. Introduced PSO algorithm in each area, the cluster head is responsible for dataing collection and fusion, vice cluster head is responsible for forwarding data. Cluster head fitness function established by node energy and distances, the vice cluster head fitness established by three factors which were node energy, distance the vice cluster head of sink node, distance between the main cluster head to vice cluster head. The data transmission adopted one hop in cluster, multiple hops among the cluster. Compared with the LEACH protocol and the PSO-DH, the simulation results demonstrate that the method makes the network life extends 68% and 19%, makes die nodes evenly distribution.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Changjiang Jiang AU - Hancheng Zhang AU - Yuwei Zhou AU - Lie Lei AU - Yun Ren PY - 2016/09 DA - 2016/09 TI - Dual-Cluster Heads Clustering Routing Algorithm Based On Particle Swarm Optimization BT - 2016 4th International Conference on Advanced Materials and Information Technology Processing (AMITP 2016) PB - Atlantis Press SN - 2352-538X UR - https://doi.org/10.2991/amitp-16.2016.16 DO - https://doi.org/10.2991/amitp-16.2016.16 ID - Jiang2016/09 ER -