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无线传感器网络分布式多传感器目标检测 被引量:6

Wireless Sensor Networks Distributed Multi-sensor Target Detection
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摘要 目标检测是无线传感器网络中的一种重要应用,文中提出了一种能量有效分布式多传感器目标检测方法,该方法区别于以往的单目标方法,通过多个节点相互协作对目标进行检测,算法1给出了时间序列离散法,求得目标被测距离,且多节点将检测到的信息在聚合节点进行聚合,并通过算法2找到一条最优传输路径将聚合数据包传送至sink节点。此外通过仿真比较了单节点检测目标和多节点协同检测目标的概率、权系数α对检测节点平均能量消耗的影响,并给出了目标检测数据的最佳采样周期。 Target detection in wireless sensor networks is an important application. This paper proposes an energy efficient distributed multi-sensor target detection method using multiple nodes collaboration different from the conventional single-objective approach to target detection. Algorithm 1 shows the discrete time series method, by which the target is obtained by the detected distance and multi-node information of the detected nodes is polymerized. Algorithm 2 finds an optimal transmission of data packet transfer path to the sink aggregate node. A comparison is made between the single node and multi node detection target collaborative detection through simulation of the probability of the target and the weight coefficient for the average energy consumption of the detection node. The optimum target detection data sampling period is given.
作者 魏鹏 路赞赞
出处 《电子科技》 2014年第3期143-146,共4页 Electronic Science and Technology
关键词 无线传感器网络 目标检测 多传感器协作 wireless sensor networks target detection multi -sensor collaboration
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参考文献12

  • 1崔莉,鞠海玲,苗勇,李天璞,刘巍,赵泽.无线传感器网络研究进展[J].计算机研究与发展,2005,42(1):163-174. 被引量:730
  • 2袁朝晖,王高峰.基于数据融合确保目标检测精度的传感器节点布置[J].计算机科学,2009,36(9):51-54. 被引量:6
  • 3GAO Deyun, ZHANG Linjuan, WANG Cheng, Energy saving with node sleep and power control mechanisms for wireless sensor networks [ J ]. Elsevier Journal of China Universties of Posts and Telecommunications ,2011,18 ( 1 ) :49 - 59.
  • 4PAOLO M, JI~RI~MIE L. Energy - efficient mobile target de- tection in wireless sensor networks with random node deploy- ment and partial coverage [ J ]. Pervasive and Mobile Compu- ting,2013,11 (2) :611 -732.
  • 5WANG Shunsheng, YAN Kuoqin, et al An integrated intru- sion detection system for cluster - based wireless sensor net- works [ J ]. Expert Systems with Applications, 2011,38 ( 6 ) : 15234 - 15243.
  • 6YANMAZ E, GUCLU H. Stationary and mobile target detec- tion using mobile wireless sensor networks [ C ]. San Diego, CA : Proc. of 28th IEEE Conf. on Computer Communications, INFOCOM 10,2010.
  • 7PAOLO M ,JEREMIE L,VINCENT G,et al. Engineering en- ergy - efficient target detection applications in wireless sensor networks [C]. Mannheim, Germany: Proc. 8'h IEEE Int. Conf. on Pervasive Computing and Communications, Per Com 2010,2010:31 -39.
  • 8LOUKAS L,RADHA P, JAMES A R. Analytic evaluation of target detection in heterogeneous wireless sensor networks [ J ]. Transactions on Sensor Networks ,2009,5 (2) : 1 - 38.
  • 9CAO Q, YAN T, STANKOVIC J A, et al. Analysis of target de- tection performance for wireless sensor networks [ C ]. Marina del Rey, CA : Proc. Of First IEEE Conf. on Distributed Compu- ting in Sensor Systems, DCOSS 2005,2005:276 - 292.
  • 10TING Y. Analysis approaches for predicting performance of wireless sensor networks [ D ]. VA, Advisor: Charlottesville, Stankovic, 2006.

二级参考文献100

  • 1Meguerdichian S,Koushanfar F,Potkonjak M.Coverage problems in wireless an-hoc sensor networks[C]//Proceedings of 20th Annual Joint Conference of the IEEE Computer and Communications Societies.Vol,3,Anchorage,USA,2001.
  • 2Huang C,Tseng Y.The coverage problem in a wireless sensor network[J].Mobile Networks and Applications,2005,10(4):519-528.
  • 3Wang G,Wang W,Srinivasan V.Information coverage for wireless sensor networks[J].IEEE Communication Letters,2005,9(11):967-969.
  • 4Varshney P.Distributed detection and data Fusion[M].Springer,1997.
  • 5Zou Y,Chakravarty K.Uncertainty-aware and coverage-oriented deployment for sensor networks[J].Journal of Parallel and Distributed Computing,2004,64(7):788-798.
  • 6Clouqueur T,Ramanathan P,Saluja K.Value-fusion versus decision-fusion for fault-tolerance in collaborative target detection in sensor networks[C]//Proceedings of 4th International Conference on Information Fusion.Montreal Canada,Aug.2001.
  • 7Clouqueur T,Phipatanasuphom P,Ramanathan V.Sensor deployment strategy for target detection[C]//Proceedings of the First ACM International Workshop on Wireless Sensor Networks and Applications.Atlanta,USA,2002.
  • 8Xing G,Lu C,Pless R.Co-grid:an efficient coverage maintenance protocol for distributed sensor networks[C]//Proceedings of the 3rd International Symposium on Information Processing in Sensor Networks.Berkeley,USA,2004.
  • 9Yu L,Yuan L,Qu G.Energy-driven detection scheme with guaranteed accuracy[C]//Proceedings of the 5th International Conference on Information Processing in Sensor Networks,Nashville,USA,2006.
  • 10Meguerdichian S,Koushanfar P,Pothonjak M.coverage problems in wireless ad-hoc sensor networks[C]//Proceedings of 20th Annual Joint Conference of the IEEE Computer and Communications Societies.vol.3,Anchorage,USA,2001.

共引文献733

同被引文献38

  • 1Haiyun L,Fan Y,Jerry C,et al.TTDD: Two - tier data dissemination in large - scale wireless sensor networks [J].Wireless Networks,2005,11(1-2):161-175.
  • 2Naveen K P,Anurag Kumar.Relay selection for geographical forwarding in sleep - wake cycling wireless sensor networics[J].IEEE Transactions on Mobile Computing,2013,11(3):475-488.
  • 3Shuai Gao,Sajal K Das.Efficient data collection in wireless sensor networks with path - constrained mobile Sinks[J].IEEE Transactions on Mobile Computing,2011,10(4):592-608.
  • 4Yun Youngsang,Xia Ye.Maximizing the lifetime of wireless sensor networks with mobile Sink in delay - tolerant applications [J].IEEE Transactions on Mobile Computing,2010,9(9):1308-1318.
  • 5Liu Xingcheng,Ma Zaili.Query processing in multi - user scenario for wireless sensor networks [J].IEEE Sensors Journal,2011,11(3):2533-2541.
  • 6Li Zhenjiang,Liu Yunhao.Exploiting ubiquitous data collection for mobile users in wireless sensor networks [J].IEEE Transactions on Parallel and Distributed Systems,2013,24(2);312-326.
  • 7Liu Xinxin,Zhao Han.Sink trail: a proactive data reporting protocol for wireless sensor networks[J].IEEE Transactions on Computers,2013,62(1):151-161.
  • 8Wu Xiuchao,Kenneth N Brown.Analysis of smartphone user mobility traces for opportunistic data collection in wireless sensor networks [J].Pervasive and Mobile Computing,2013,9(6):881-891.
  • 9Saim Ghafoor,Mubashir Husain Rehmani.An efficient trajectory design for mobile Sink in a wireless sensor network [J].Computers and Electrical Engineering,2013,40(7):2089-2100.
  • 10Hyung June Lee,Martin Wicke.Data stashing: energy - efficient information delivery to mobile Sinks through trajectory prediction[C].Stockholm: IPSN,2010.

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