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Research Paper | Computer Science & Engineering | India | Volume 2 Issue 4, April 2013 | Rating: 6.3 / 10
Dynamic Deployment of Wireless Sensor Networks using Enhanced Artificial Bee Colony Algorithm
Vibin M Valsalan
Abstract: Wireless sensor networks (WSNs) are an emerging technology that has potential applications in surveillance, environment and habitat monitoring, structural monitoring, healthcare etc. As the usage and development of wireless sensor networks increases, problems related to these networks are being discovered. Dynamic deployment is one of the main issues that directly affect the performance of wireless sensor networks. Determining the positions of the sensors is the main subject of sensor network deployment, which depends on the coverage of the interest area. Deployment is always a difficult task due to environmental influences that can trigger bugs. Deployment becomes harder when the sensor nodes are mobile. Particle Swarm Optimization (PSO) is a technique used for deployment of wireless sensor networks due to its simplicity and quality of solution. But PSO technique doesn’t take into consideration the energy conservation of the wireless sensor nodes. PSO requires large amount of memories when there is more number of nodes. In this project, a new technique to deployment problem is proposed based on the artificial bee colony (ABC) algorithm which is enhanced for the deployment of sensor networks to gain better performance by trying to increase the coverage area of the network and energy consumption. The good performance of the algorithm shows that it can be utilized in the deployment of wireless sensor networks.
Keywords: Artificial bee colony, wireless sensor networks, dynamic power allocation
Edition: Volume 2 Issue 4, April 2013,
Pages: 99 - 103