论文信息 - A Positioning Method in Wireless Sensor Networks using Genetic Algorithms

A Positioning Method in Wireless Sensor Networks using Genetic Algorithms

Abstract The recent area of Wireless Sensor Networks (WSNs) has brought new challenges to developers of net-work protocols. Energy consumption and network coverage are two important challenges in wireless sensor networks. We investigate intelligent techniques for node positioning to reduce energy consumption with coverage preserved in wireless sensor network. A genetic algorithm Is used to create energy efficient node positioning in wireless sensor networks. The simulation result shown that the proposed intelligent algorithm can extend the network network lifetime for different network positioning method.

Hossein Ebrahimpour-Komleh | Mojtaba Romoozi

[1] David E. Goldberg,et al. Genetic Algorithms in Search Optimization and Machine Learning , 1988 .

[2] Abdul Wasey Matin,et al. Base Station Assisted Hierarchical Cluster-Based Routing , 2006, 2006 International Conference on Wireless and Mobile Communications (ICWMC'06).

[3] Rajmohan Rajaraman,et al. WaveScheduling: energy-efficient data dissemination for sensor networks , 2004, DMSN '04.

[4] Catherine Rosenberg,et al. A minimum cost heterogeneous sensor network with a lifetime constraint , 2005, IEEE Transactions on Mobile Computing.

[5] Annie S. Wu,et al. Sensor Network Optimization Using a Genetic Algorithm , 2003 .

[6] Mark de Berg,et al. Computational geometry: algorithms and applications , 1997 .

[7] Wendi Heinzelman,et al. Proceedings of the 33rd Hawaii International Conference on System Sciences- 2000 Energy-Efficient Communication Protocol for Wireless Microsensor Networks , 2022 .

[8] K.P. Ferentinos,et al. Energy optimization of wireless sensor networks for environmental measurements , 2005, CIMSA. 2005 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, 2005..

[9] S. Hussain,et al. Genetic Algorithm for Energy Efficient Clusters in Wireless Sensor Networks , 2007, Fourth International Conference on Information Technology (ITNG'07).