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道路约束条件下的地面运动目标跟踪 被引量：4

Ground Moving Target Tracking Road Constraint
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摘要 有效使用道路信息能显著提高地面运动目标跟踪性能。基于卡尔曼滤波理论,提出了道路约束条件下的滤波方法。首先建立了描述道路网中路段的数学模型,给出了将目标分配于道路的定位算法;然后推导了道路约束条件下的过程噪声矩阵;提出了路段切换时状态修正公式;在道路约束最大后验概率估计准则下,根据道路参数修正状态与协方差。蒙特卡洛仿真结果证明了该算法的优越性能,且定量分析表明其计算量是可接受的。 The effective use of road data is probably the most important way that ground target tracking performance can be improved. This paper presents a road constraint algorithm based on Kalmanfilter theory for ground moving target tracking. Road segment model and road segment assignment algorithm are described. An process noise analysis is given about road constrain. Adapted algorithm to the adjacent road is introduced when the state passes a junction. According to the corresponding road parameters,target constrained estimation is modified under Maximum A Posteriori （MAP）solution.The simulation results show that the proposed algorithm is very effective.Quantitative analysis shows that time complexity of the algorithm is acceptable.
作者 贺丰收 缪礼锋 张莹
机构地区 中航工业雷达与电子设备研究院
出处 《火力与指挥控制》 CSCD 北大核心 2015年第3期46-50,55,共6页 Fire Control & Command Control
基金 国家"八六三"基金资助项目(2013AA7042013)
关键词 地面运动目标 跟踪 道路约束 卡尔曼滤波 ground moving target, tracking, road constraint, Kalman filter
分类号 TP391 [自动化与计算机技术—计算机应用技术]
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参考文献12

  • 1Chong C Y, Garren D, Grayson T P. Ground Target Tracking-a Historical Perspective [C]//IEEE Aerospace Conference Proceedings, 1998.
  • 2Blackman S. Integration of a Road Network into a Radar Ground Moving Target Tracking (GMTF) System and Its Performance Evaluation [ C ]//Signal and Data Processing of Small Targets, 2009.
  • 3Mallick M,Scala L. IMM Estimator for Ground Target Tracking with Variable Measurement Sampling Intervals [ C ] //International Conference on Information Fusion, 2006.
  • 4Simon D, Chia T L. Kalman Filtering with State Equality Constrains [J]. IEEE Trans on Aerospace' and Electronic Systems, 2002,36( 1 ):26-46.
  • 5Tahk M,Speyer J L.Target Tracking Problems Subject to KinematicConstraints[ J ]. IEEE Trans on Automatic Control, 1990,35(3 ):324-326.
  • 6Herrero J G,Portas J B,Corredera J R. Using of Map Information for Tracking Targets on Airport Surface [J]. IEEE Trans on Aerospace and Electronic Systems, 2003,39 (2):675-692.
  • 7Kirubarajan T, Bar-Shalom Y, Pattipati K R. Ground Target Fracking with Variable Structure IMM Estimator [J ]. IEEE Frans on Aerospace and Electronic Systems, 2000,36 (1): 26-46.
  • 8王建国,何佩琨,龙腾.道路约束在Kalman滤波中的应用[J].信号处理,2003,19(4):295-299. 被引量：7
  • 9Reid D B. An Algorithm of Tracking Multiple Targets [J ]. IEEE Trans on Automatic Control, 1979,24( 6 ):843-854.
  • 10Li X R,Bar-ShalomY. Multiple-model Estimation with Variable Structure [J ].IEEE Trans on Automatic Control, 1996,41 ( 4 ) :478 -493.

二级参考文献7

  • 1M.Tahk,and J.L.Speyer, Target tracking problems subject to kinematic constraints, IEEE Trans. on Automatic Control, vol. 35, no.3, pp 324-326, Mar.1990.
  • 2T. Kirubarajan, Y. Bar-Shalom, K.R. Pattipati, I.Kadar, B.Abrams, E. Eadan, Tracking ground target with road constraint using an IMM estimator, Proceedings of IEEE aerospace confelence, Snowmass at Aspen, CO, USA,21-28 March 1998.
  • 3T.Kirubarajan, Y. Bar-shalom and K.R.Pattipati, Topography-based VS-IMM estimator for large-scale ground target tracking, IEE colloquium target tracking: algorithms and applications, London, UK, 11-12 Nov. 1999.
  • 4T.Kirubarajan, Y. Bar-shalom, K.R.Pauipati, and I. gads,Ground target tracking with variable structure IMM estimator, IEEE Trans. on aeroslmce and electronics systems, vol.36, no.l, Jan.2000, pp 26-46.
  • 5Peter J. Shea, Tim Zadar, Dale Klamer etc, Precision tracking of ground target, Proceedings of IEEE aerospace conference, Big Sky, MT, March 18-25,2000.
  • 6Peter J. She, a, Tim Zadar, Dale Klamer etc, Improved state estimation through use of roads in ground tracking, Signal and data processing of small target 2000, Proceedings of SPIE Vol.4048, pp 321-332.
  • 7Chih-Chung Ke, Jesus Garcia Herrero and James Llinas,Comparative analysis of alternative ground target tracking techniques, Proceedings of the third international conference on information fusion, pp3-10, 2000.

共引文献6

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引证文献4

二级引证文献13

火力与指挥控制
2015年 第3期

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