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二元传感器网络目标定位与跟踪研究 被引量：5

Target location and tracking with binary sensor network
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摘要 传感器的通信带宽和能量资源有限使传统的位置测量传感器的应用受到了限制,对此,选择利用二元传感器网络进行相应的研究.基于二元传感器传送信息量少的特性,提出一种新的二元传感器网络目标定位与跟踪算法.仿真结果表明,该算法在传感器个数和探测半径较大、采样周期较短的情况下较质心算法具有更好的性能. Conventional position measuring sensors are restricted in this applicaton because of limited communication bandwidth and energy resouree of sensors. Therefore, binary location and tracking algorithm is applied to the researeh on the target location and tracking. Based on the characteristic of binary sensor＇s low transmission, a new target location and tracking algorithm is proposed. Simulation results show that the algorithm has better performance than centroid algorithm on the situation of big sensor number, large deteetion range and short sampling period.
作者 周红波 程远国 邢昌风
机构地区 海军工程大学电子工程学院
出处 《控制与决策》 EI CSCD 北大核心 2009年第10期1589-1592,共4页 Control and Decision
基金 国家863计划项目(2007AA012309) 湖北省自然科学基金项目(2007ABA299)
关键词 传感器网络 二元传感器 目标定位与跟踪 质心算法 Sensor network Binary sensor Target location and tracking Centroid algorithm
分类号 TP393 [自动化与计算机技术—计算机应用技术]
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参考文献7

  • 1Chong Chee Yee, Kumar S P. Sensor networks: Evolution, opportunities, and challenges[J]. Proc of the IEEE, 2003, 91(8): 1247-1256.
  • 2Li D, Wong K D, Hu Y H, et al. Detection, classification, and tracking of targets[J]. IEEE Signal Processing Magazine, 2002, 19(2) : 17-29.
  • 3Kim W, Mechitov K, Choi J Y, et al. On target tracking with binary proximity sensors[C]. Proc of the 4th Int Conf on Information Processing in Sensor Networks. Los Angeles, 2005: 301-308.
  • 4Mechitov K, Sundresh S, Kwon Y, et al. Cooperative tracking with binary detection sensor networks[C]. Proc of the 1st Int Conf on Embedded Networked Sensor Systems. New York, 2003: 332-333.
  • 5Djuric P M, Vemula M, Bugallo M F. Target tracking by particle filtering in binary sensor networks[J]. IEEE Trans on Signal Processing, 2008, 56( 6): 2229-2238.
  • 6Jing T, Hichem S, Cedric R. Binary variational filtering for target tracking in sensor networks[C]. Proc of 14th IEEE/SP Workshop on Statistical Signal Processing. Madison, 2007: 685-689.
  • 7Malhotra B S, Aravind A A. Energy efficient on-site tracki- ng of mobile target in wireless sensor networks [C]. Proc of the 2004 Conf on Intelligent Sensors, Sensor Networks and Information Processing. Melbourne, 2004: 43-48.

同被引文献47

  • 1Chong C Y, Kumar S P. Sensor Networks: Evolution, Opportunities, and Challenges[J]. Proc. of the IEEE, 2003, 91(8):1247-1256.
  • 2Li D, Wong K D, Hu Y H, et al. Detection, Classification, and Tracking of Targets[J]. IEEE Signal Processing Magazine, 2002, 3: 17-29.
  • 3Jing T, Hiehem S, Cedric R. Binary Variational Filtering for Target Tracking in Sensor Networks [C]//Proceeding of 14th IEEE/SP Workshop on Statistical Signal Processing, 2007: 685-689.
  • 4Chu M, Mitter S, Zhao F. Distributed Multiple Target Tracking and Data Association in Ad Hoe Sensor Networks [C]//Proceedings of the 6th International Conference of Information Fusion, 2003 : 447-454.
  • 5Chen L,Cetin M, Willsky A S. Distributed Data Association for Multi-Target Tracking in Sensor Networks[C]//Proceedings of the 7th International Conference on Information Fusion,2005:9-16.
  • 6Sheng X H,Hu Y H. Distributed Particle Lter with GMM Approximation for Multiple Targets Localization and Tracking in Wireless Sensor Network[C]//Proceedings of 4th International Symposium on information Processing in Sensor Networks, 2005: 181-188.
  • 7Mahler R. Statistical Multisource-Multitarget Information Fusion [M ]. Norwood, MAt Artech House, 2007.
  • 8Vo B N,Singh S,Doucet A. Sequential Monte Carlo Methods for Multi-target Filtering with Random Finite Sets[J]. IEEE Transactions on Aerospace and Electronic Systems, 2005,41 (4) : 1224-1245.
  • 9Ma WK, Vo BN, Singh S S,et al. Tracking an Unknown Time-Varying Number of Speakers Using TDOA Measurements: A Random Finite Set Approach [ J ]. IEEE Transaction on Signal Processing, 2006, 54(9):3291-3304.
  • 10Schuhmacher D, Vo B T,Vo B N. A Consistent Metric for Performance Evaluation of Multi-Object Filters[J]. IEEE Transaction on Signal Processing, 2008, 56(8): 3447-3457.

引证文献5

二级引证文献6

控制与决策
2009年 第10期

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