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| An Improved Chaotic Particle Swarm Optimization Node Localization Algorithm |
| GUO Rui1,WANG Xuan1,LIN Si-jian1,ZHAI Ya-kun2 |
1.School of Electrical and Control Engineering, Liaoning Technical University, Huludao, Liaoning 125105, China;
2. Boyi (Tianjin) Pneumatic Technology Research Institute Co. Ltd., Tianjin 300457, China |
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Abstract For improving the convergence rate and localization accuracy of particle swarm optimization localization algorithm for wireless sensor networks, the chaos mutation is introduced into the algorithm to enhance the efficiency of local search capabilities, and improved particle swarm optimization algorithm inertia weight settings to improve the localization speed and accuracy. Simulation results show that the algorithm was stable with high localization speed and accuracy, and is a feasible node localization scheme in WSN.
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2015, Vol. 36 
