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一种组合导航滤波性能评估算法 被引量:4

Performance Evaluation of Filtering Algorithm for an Integrated Navigation
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摘要 目前组合导航系统滤波算法众多,但是对各种算法的性能评估研究较少。文中提出了滤波算法性能评估算法。首先论述了用于组合导航的主要滤波算法,然后提出滤波算法的性能指标:滤波精度、鲁棒性、实时性以及容错能力,并给出各个指标的定量表达式,最后给出滤波器性能数学模型。通过仿真试验验证了滤波器性能指标的有效性。 Although there are many filtering algorithms of integrated navigation, the study of performance evaluation of filtering algorithm is seldom. The evaluating algorithm of filtering algorithm was presented in the papen The main filtering algorithm used in integrated navigation system was analyzed, and the specifications of filtering algorithm including accuracy, robustness, real-time and fault tolerant were given, The model of performance evaluation was presented based on the formula of specifications of filtering algorithm. Efficiency of the evaluating algorithm was verified by simulation.
出处 《弹箭与制导学报》 CSCD 北大核心 2008年第5期45-47,50,共4页 Journal of Projectiles,Rockets,Missiles and Guidance
关键词 组合导航 滤波算法 性能评估 鲁棒性 实时性 容错能力 integrated navigation filtering algorithm performance evaluation robustness real-time fault tolerant
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参考文献6

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  • 2Lin Chai, Jianping Yuan. Neural network aided adaptive Kalman filter for multi-sensors integrated navigation [ M ]. Springer-Verlag Berlin Heidelberg, 2004.
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  • 5高宪军,翟林培.GPS/INS组合导航系统的研究[J].光学精密工程,2004,12(2):146-150. 被引量:11
  • 6祝转民,杨宜康,李济生,黄永宣.Kalman滤波工程应用问题分析及改进方法研究[J].宇航学报,2002,23(3):44-47. 被引量:36

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