期刊文献+

基于修正模型的自适应跟踪算法 被引量:2

An Adaptive Tracking Algorithm Based on Modified Model
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摘要 提出一种基于修正模型的自适应跟踪算法(CSM-AKF)。通过状态扩维和机动检测实现模型参数的自适应调整,克服"当前"统计(CS)模型中参数预设的负面影响,提高了系统的跟踪精度以及目标在做强机动时的快速响应能力。仿真结果验证了算法的有效性。 An adaptive algorithm based on the model modified(CSM-AKF) was presented in this paper.The system parameters was adjusted adaptively by extending the state and checking out the maneuver,so the disadvantageous influence which was brought by setting up parameters in the current statistical model were overcome, and both the estimation accuracy of the system and the rapid response were improved when the target maneuvered rapidly.The simulation results showed that the algorithm was valid.
出处 《上海航天》 2010年第6期38-41,共4页 Aerospace Shanghai
关键词 目标跟踪 CS模型 CSM-AKF算法 机动检测 Target tracking Current statistical model CSM-AKF algorithm Checkout of maneuver
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参考文献7

  • 1JIN W R,ZHAN X Q.A modified Kalman filtering via fuzzy logic system for ARVs location:Proceedings of the 2007 IEEE International Conference on Mecha-tronics and Auto-mation[C].IEEE,2007.
  • 2罗笑冰,王宏强,黎湘,庄钊文.非线性“当前”统计模型及自适应跟踪算法[J].系统工程与电子技术,2008,30(3):397-399. 被引量:18
  • 3EFE M,ATHERTON D P,BATHER J A.Adaptive Kalman filters for manoeuvring target tracking[J].IEEE Xplore.2008.
  • 4LUO Y,CELENK M.A new adaptive Kalman filtering method for blockbased motion estimation[J].IEEE Xplore.2008.
  • 5巴宏欣,赵宗贵,杨飞,董强,张涛.机动目标的模糊自适应跟踪算法[J].系统仿真学报,2004,16(6):1181-1183. 被引量:30
  • 6MEHROTRA K,MAHAPATRA P R.A jerk model for tracking highly Maneuvering targets[J].IEEE Transaction on Aerospace and Electronic systems,1997,33(4):1094-1105.
  • 7MEHROTRA K,MAHAPATRA P R.A jerk model for tracking highly maneuvering targets[J].IEEE Transaction on Aerospace and Electronic Systems,1997,33(4):1094-1105.

二级参考文献14

  • 1潘泉.机动目标跟踪双滤波器模型及自适应算法[J].控制理论与应用,1995,12(4):482-486. 被引量:7
  • 2Sehooler C C. Optimal alpha beta filter for systems with modeling inaeeuraeies[J]. IEEE Trans. on Aerospace and Electronic Systems,1975,11(11) :1300 - 1306.
  • 3Kalata P R. The tracking index: a generalized parameter for alpha beta target trackers[J], IEEE Trans. on Aerospace and Electronic Systems ,1984,20(3) :174 - 182.
  • 4Solomon D L. Covarianee matrix for alpha, beta,gamma filtering [J]. IEEE Trans. on Aerospace and Electronic Systems, 1985,21(1):157-159.
  • 5Singer R A. Estimating optimal tracking filter performance for manned maneuvering targets[J]. IEEE Trans. on Aerospace and Electronic Systems, 1970,6 (7): 473 - 483.
  • 6Bar-Shalom Y, Birmiwal K. Variable dimension filter for maneuvering target traeking[J]. IEEE Trans. on Aerospace and Electronic Systems, 1982,18(9) : 621 - 630.
  • 7Zhou H, Kumar K S P. A “current” statistical model and adaptive algorithm for estimating maneuvering targets [J]. AIAA Journal of Guidance, 1984,7(5) : 596 - 602.
  • 8Mehrotra K, Mahapatra P R. A jerk model for tracking highly maneuvering targets[J]. IEEE Trans. on Aerospace and Electronic Systems ,1997,33(4) :1094 - 1105.
  • 9Rong Li X, Vesselin P Jilkov. A suevey of maneuvering target tracking: dynamic models[C]//Proceedings of SPIE, 2000.
  • 10Julier S J, Uhlmann J K. A new extension of the kalman filter to nonlinear systems[J]. SPIE, 1997, 3068: 182 - 193.

共引文献40

同被引文献26

  • 1李正刚.水下目标声回波的双维亮点模型研究[J].声学技术,2005,24(z1):51-52. 被引量:2
  • 2吕玉增,任双桥,刘永祥,曹敏,黎湘.基于聚类分析和神经网络的雷达目标三维散射中心提取[J].信号处理,2006,22(4):462-466. 被引量:4
  • 3赵海艳,陈虹.具有未知干扰输入系统的滚动时域估计[J].电机与控制学报,2007,11(2):178-182. 被引量:1
  • 4MURAT E, DEREK P A. Maneuvering Target Tracking with an Adaptive Kalman Filter[C]//IEEE Conference on Decision & Control.1998: 737-742.
  • 5WANG D, CHENG C, ZHAO K. Study on Algorithm of EFK in CA Model for Bearing-Only Target Tracking [C]// International Conference on System of Systems Engineering. 2012: 244-246.
  • 6JULIER S J, UHLMANN J K. UnscentedFiltering and Non- linear Estimation [J]. Proceeding of the IEEE, 2004, 92(3) : 401-422.
  • 7ANDRIEU C, DOUCET A. Particle Filtering for Partially Observed Gaussian State Space Model [J]. Journal of Royal Statistical Society-Series B, 2002, 64(4): 827-836.
  • 8LI X R, JILKOV V P. Survey of Maneuvering Target Track- ing- Part V: Multiple-Model Methods [C]//IEEE Trans- actions on Aerospace And Electronic Systems. 2005: 1255- 1321.
  • 9MAZOR E, AVERBICJ A, BAR-SHALOM Y, et al. Inter actingMultiple Model Methods in Target Tracking: A Survey [J]. IEEE Transactions on Aerospace& Electronic Systems,1998, 34(1): 103-123.
  • 10FOO P H, NG G W. Combining the Interacting Multiple Model Method with Particle Filters for Maneuvering Target Tracking [J]. let Radar Sonar &Navigation, 2011, 5(3): 234-255.

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