Advanced Search
Volume 29 Issue 4
Jan.  2011
Turn off MathJax
Article Contents
Hu Hai-feng, Yang Zhen. Study of Mobile-Agent-Based Information-Driven Multiresolution Algorithm in Wireless Sensor Networks[J]. Journal of Electronics & Information Technology, 2007, 29(4): 763-766. doi: 10.3724/SP.J.1146.2006.00110
Citation: Hu Hai-feng, Yang Zhen. Study of Mobile-Agent-Based Information-Driven Multiresolution Algorithm in Wireless Sensor Networks[J]. Journal of Electronics & Information Technology, 2007, 29(4): 763-766. doi: 10.3724/SP.J.1146.2006.00110

Study of Mobile-Agent-Based Information-Driven Multiresolution Algorithm in Wireless Sensor Networks

doi: 10.3724/SP.J.1146.2006.00110
  • Received Date: 2006-01-23
  • Rev Recd Date: 2006-09-13
  • Publish Date: 2007-04-19
  • in this paper, Mobile-Agent-based Information-Driven Multiresolution Algorithm (MAIDM) is presented for Target Tracking in Wireless Sensor Networks(WSN), in order to provide better accuracy and degree of fault tolerance while meeting the energy requirement. In a clustered-based wireless sensor networks,mobile agent is used to process data of nodes with multiresolution algorithm according to information contribution of different nodes,and the size of mobile agent is determined by the maximum value of the information contribution along the path of mobile agent. A balance has to be struck between the energy efficiency object and fault tolerance/accuracy object. Simulation results show that MAIDM performs better than IDSQ from perspectives of fault tolerance and accuracy, MAIDM s energy-efficient performance is better than MA-CSIP.
  • loading
  • [1] Liu J J, Liu J, REICH J E, and Cheung P C. Distributed group management for track initiation and maintenance in target localization applications[A]. Proceedings of the Second International Workshop on Information Processing in Sensor Networks (IPSN '03)[C], Palo Alto CA, 2003: 113-128. [2] Liu J, Liu J, and Reich J. Distributed group management in sensor networks: algorithms and applications to localization and tracking[J].Telecommunication Systems.2004, 26(2-4):235-251 [3] Zhao F, Guibas L, and Reich J. Collaborative signal and information processing: an information-directed approach[A][J].Proc. IEEE[C.2003, 91(8):1199-1209 [4] Liu J J, Reich J, and Zhao F. Collaborative in-network processing for target tracking[J]. J. Appl. Signal Process, 2003, 23(4): 378-391. [5] Liu J, Zhao F, and Petrovic D. Information-directed routing in ad hoc sensor networks[A]. In Proc. 2nd ACM Intl. Workshop on Wireless Sensor Networks and Applications (WSNA) [C], San Diego CA, 2003: 88-97. [6] Qi H, Xu Y Y, and Wang L X. Mobile-agent-based collaborative signal and information processing in sensor networks[J].Proc. IEEE.2003, 91(8):1172-1183 [7] Xu Y Y and Qi H R. Distributed computing paradigms for collaborative signal and information processing in sensor networks[J].Parallel Distrib Comput.2004, 64(8):945-959 [8] Qi H , Iyengar S S, and Chakrabarty K. Multi-resolution data integration using mobile agents in distributed sensor networks[J].IEEE Trans. on Systems Man Cybernet. Part C.2001, 31(3):383-391 [9] Tseng Y C, Kuo S P, Lee H W, and Huang C F. Location tracking in a wireless sensor network by mobile agents and its data fusion strategies[A]. IPSN'03[C], Palo Alto CA, 2003, Vol. 2634: 625-641. [10] Feeney L M and Nilsson M. Investigating the energy consumption of a wireless network interface in an ad hoc networking environment[A]. Proc. IEEE INFOCOM[C], Anchorage AK, 2001: 1548-1557.
  • 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 (3087) PDF downloads(799) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return