吉林大学学报(工学版)

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Genetic algorithm design and analysis for lifetime optimization of sensor networks

Pan Yan-tao, Liu Zuo-wei, Zhang Qiang   

  1. Meteorological and Hydrological Center, PLA General Staff Headquarters, Beijing, 100081,China
  • Received:2006-06-14 Revised:2006-08-27 Online:2007-07-01 Published:2007-07-01
  • Contact: Pan Yan-tao

Abstract: First the traffic planning and its corresponding lifetime of a sensor network were defined. Then three genetic coding methods were proposed. The strengths and the weaknesses of the methods were analyzed. Experiment results on one of these methods were presented. These results indicate that more constraints can be considered due to characteristics of genetic algorithm, such as receiving energy consumption, data fusion and QoS, making the model more close to the practical conditions of the sensor network.

Key words: computer systems organization, sensor networks, maximum lifetime, genetic algorithm

CLC Number: 

  • TP393
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