Advanced Search
Volume 29 Issue 9
Jan.  2011
Turn off MathJax
Article Contents
Wang Tian-jing, Yang Zhen, Hu Hai-feng. An Adaptive Data Fusion Routing Algorithm Based on Genetic Algorithm for Wireless Sensor Networks[J]. Journal of Electronics & Information Technology, 2007, 29(9): 2244-2247. doi: 10.3724/SP.J.1146.2006.01535
Citation: Wang Tian-jing, Yang Zhen, Hu Hai-feng. An Adaptive Data Fusion Routing Algorithm Based on Genetic Algorithm for Wireless Sensor Networks[J]. Journal of Electronics & Information Technology, 2007, 29(9): 2244-2247. doi: 10.3724/SP.J.1146.2006.01535

An Adaptive Data Fusion Routing Algorithm Based on Genetic Algorithm for Wireless Sensor Networks

doi: 10.3724/SP.J.1146.2006.01535
  • Received Date: 2006-10-10
  • Rev Recd Date: 2007-04-20
  • Publish Date: 2007-09-19
  • A novel adaptive data fusion routing algorithm based on genetic algorithm is proposed in order to solve the problem of mobile agent collecting correlated data with energy validity. When selecting the data fusion routing, mobile agent moving to every sensor node that shall perform fusion is adaptively adjusted according to data transmission cost, data fusion cost and energy gain. The simulation results indicate that the energy efficiency of adaptive fusion routing algorithm has better performance than full fusion routing algorithm and local closest first heuristics algorithm.
  • loading
  • Wang A, Heinzelman W B, Sinha A, and Chandrakasan A P. Energy-scalable protocols for battery-operated microsensor networks[J].Journal of VLSI Signal Processing.2001, 29(3):223-237[2]Luo H, Liu Y, and Das S K. Routing correlated data with fusion cost in wireless sensor networks[J].IEEE Trans on Mobile Computing.2006, 5(11):1620-1632[3]Luo Hong. Energy efficient routing with adaptive data fusion in sensor network. Proceedings of the Third ACM/SIGMOBILE Workshop on Foundations of Mobile Computing, Cologne, Germany, Aug. 2005: 80-88.[4]Luo Hong, Luo Jun, Liu Yonghe, and Das S K. Adaptive data fusion for energy efficient routing in wireless sensor networks[J].IEEE Trans. on Computers.2006, 55(10):1286-[5]Qi H. Multiresolution data integration using mobile agents in distributed sensor networks[J].IEEE Trans. on Systems,Man and Cybernetics Part C: Applications and Rev.2001, 31(3):383-391[6]Rajagopalan R, Mohan C K, Varshney P, and Mehrotra K. Multi-objective mobile agent routing in wireless sensor networks. IEEE Trans. on Congress on Evolutionary Computation, 2005, 5(5): 1730-1737.[7]Hyder A K. Multisensor fusion. Netherlands: Kluwer Academic Publishers, 2002: 1-39.[8]Wu Q, Rao N S V, Barhen J, Iyengar S S, Vaishnavi V K, Qi H, and Chakrabarty K. On computing mobile agent routes for data fusion in distributed sensor networks[J].IEEE Trans. on Knowledge and Data Engineering.2004, 16(6):740-753[9]Heinzelman W R, Chandrakasan A, and Balakrishnan H. Energy-efficient communication protocol for wireless microsensor networks. in Proceedings of the 33rd Annual Hawaii International Conference on System Sciences, Maui, HI, Jan. 2000: 1-10.[10]Wang A. Energy-scalable protocols for battery-operated microsensor networks. Proceedings of the 1999 IEEE Workshop on Signal Processing Systems (SiPS '99), Taipei, October 1999: 483-492.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (3512) PDF downloads(1072) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return