Relay Node Deployment for Wireless Sensor Networks Based on PSO

In wireless Sensor Networks (WSNs), node placement plays a significant role to meet design goals such as cost effectiveness, connectivity, lifetime, and data latency. In this paper, we propose a new algorithm to assist in the placement of nodes for a WSN who monitors an underground tunnel infrastructure. To improve WSN's nodes utilization rate, we defines a minimization problem of distances between two relay nodes, which are used in a multi-hop WSN for tunnel monitoring. We find a relationship between self-organized neighbor clusters which are composed of a multi-hop route to collect monitoring data. The relationship leads to a multi-objective optimization problem. Therefore, we make use of particle swarm algorithm (PSO), which is appropriate to a multi-objective optimization problem, to search for an optimized results. Our result would be helpful for saving the cost of nodes deployment and improve the efficiency of energy in a linear WSN.

[1]  Arunabha Sen,et al.  Relay node placement in large scale wireless sensor networks , 2006, Comput. Commun..

[2]  Amy L. Murphy,et al.  Not all wireless sensor networks are created equal: A comparative study on tunnels , 2010, TOSN.

[3]  Daniel Mihai Toma,et al.  Wireless HDLC Protocol for Energy-Efficient Large-Scale Linear Wireless Sensor Networks , 2014, Int. J. Distributed Sens. Networks.

[4]  Marjan Abdechiri,et al.  Sensor deployment for fault diagnosis using a new discrete optimization algorithm , 2013, Appl. Soft Comput..

[5]  Ruoshui Liu,et al.  Relay node placement for Wireless Sensor Networks deployed in tunnels , 2010, 2010 IEEE 6th International Conference on Wireless and Mobile Computing, Networking and Communications.

[6]  Akio Hada,et al.  Lagrangian heuristic method for the wireless sensor network design problem in railway structural health monitoring , 2012 .

[7]  Di Wu,et al.  A holistic approach to wireless sensor network routing in underground tunnel environments , 2010, Comput. Commun..

[8]  Yang Ting Energy Model in Wireless Sensor Networks , 2007 .

[9]  Anantha Chandrakasan,et al.  Energy-Scalable Protocols for Battery-Operated MicroSensor Networks , 2001, J. VLSI Signal Process..

[10]  Ming Bo Xiao,et al.  Node Placement Strategies to Prolong Lifetime in One-Dimensional Linear Wireless Sensor Network , 2011 .

[11]  Lei Zhang,et al.  Chain-type wireless sensor network node scheduling strategy , 2014 .

[12]  Y.T. Hou,et al.  On energy provisioning and relay node placement for wireless sensor networks , 2005, IEEE Transactions on Wireless Communications.

[13]  Siba K. Udgata,et al.  Sensor Deployment and Scheduling for Target Coverage Problem in Wireless Sensor Networks , 2014, IEEE Sensors Journal.