Advanced Search
Volume 32 Issue 11
Dec.  2010
Turn off MathJax
Article Contents
Yi Ben-Shun, Chen Jie, Xiao Jin-Sheng. Research on Optimized Task Management Algorithms for Wireless Sensor Networks[J]. Journal of Electronics & Information Technology, 2010, 32(11): 2606-2611. doi: 10.3724/SP.J.1146.2009.01595
Citation: Yi Ben-Shun, Chen Jie, Xiao Jin-Sheng. Research on Optimized Task Management Algorithms for Wireless Sensor Networks[J]. Journal of Electronics & Information Technology, 2010, 32(11): 2606-2611. doi: 10.3724/SP.J.1146.2009.01595

Research on Optimized Task Management Algorithms for Wireless Sensor Networks

doi: 10.3724/SP.J.1146.2009.01595
  • Received Date: 2009-12-15
  • Rev Recd Date: 2010-05-24
  • Publish Date: 2010-11-19
  • An algorithm based on an improved particle swarm optimization algorithm is proposed for the task management in the applications to multihop clustered wireless sensor networks which require collaborative processing executed in parallel on sensor nodes. Duplication-based mutation operation is set up and weighted entropy based technique for order preference by similarity to ideal solution is used to evaluate and choose objectively on the result of the algorithm. The components of the algorithm are explicitly presented and simulation results validate that it searches effectively and can obtain multi-objective optimized task allocation and scheduling solutions which outperform compared with that of other algorithms in the literature.
  • loading
  • Yuan T and Ekici E. Cross-Layer collaborative in-network processing in multihop wireless sensor networks [J].IEEE Transactions on Mobile Computing.2007, 6(3):297-310[2]Tao X and Xiao Q. An energy-delay tunable task allocation strategy for collaborative applications in networked embedded systems [J].IEEE Transactions on Computers.2008, 57(3):329-343[3]Lee Y C and Zomaya A Y. A novel state transition method for metaheuristic-based scheduling in heterogeneous computing systems [J].IEEE Transactions on Parallel and Distributed Systems.2008, 19(9):1215-1223[4]Lee K G, Bharadwaj V, and Sivakumar V. Design of fast and efficient energy-aware gradient-based scheduling algorithms for heterogeneous embedded multiprocessor systems [J].IEEE Transactions on Parallel and Distributed Systems.2009, 20(1):1-12[5]唐恒娟, 李志刚. 传感器网络GaSA任务分配算法[J]. 计算机工程与应用, 2009, 45(18): 126-128.Tang Heng-juan and Li Zhi-gang. GaSA task allocation algorithm of sensor networks [J]. Computer Engineering and Applications, 2009, 45(18): 126-128.[6]朱敬华, 高宏. 无线传感器网络中能源高效的任务分配算法[J]. 软件学报, 2007, 18(5): 1198-1207.Zhu Jing-hua and Gao Hong. An energy efficient algorithm for task allocation in wireless sensor networks [J].Journal of Software.2007, 18(5):1198-1207[7]Yang Y and Prasanna V K. Energy-balanced task allocation for collaborative processing in wireless sensor networks [J].Mobile Networks and Applications.2005, 10(1):115-131[8]Wang A and Chandrakasan A. Energy-efficient DSPs for wireless sensor networks [J].IEEE Signal Processing Magazine.2002, 19(4):68-78[9]高尚, 杨静宇. 武器-目标分配问题的粒子群优化算法[J]. 系统工程与电子技术, 2005, 27(7): 1250-1252.Gao Shang and Yang Jing-yu. Solving weapon-target assignment problem by particle swarm optimization algorithm [J]. System Engineering and Electronics, 2005, 27(7): 1250-1252.[10]赵红梅, 李科伟. 基于改进的TOPSIS法在供应链中经销商的选择与评价方法研究[J]. 内蒙古农业大学学报, 2007, 28(2): 180-185.Zhao Hong-mei and Li Ke-wei. Research of choice and assessment method of distributor in supply chain based on TOPSIS [J]. Journal of Inner Mongolia Agricultural University, 2007, 28(2): 180-185.
  • 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 (3851) PDF downloads(918) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return