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利用GPS进行姿态估计的一种算法 被引量:3

An Algorithm for Attitude Estimation by Using GPS
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摘要 首先建立了全球定位系统 ( G P S) 姿态确定的观测方程; 然后给出了利用 G P S进行飞行器姿态估计的模型, 并对该模型进行了线性化处理; 最后利用该模型和推广卡尔曼滤波技术,针对某飞行器进行了仿真计算。计算结果表明, 对于不同的测量噪声和系统噪声, 滤波器都有较好的估计, 姿态估计的精度明显高于单独 G P S姿态确定的精度, 可以满足大多数飞行器对姿态确定的要求, 证实了模型和算法的可用性。 Firstly, the measurement equation of GPS(Global Positioning System) attitude determination is established. Then, the model of flight vehicle attitude estimation by using GPS is presented and the linearization of this model is carried out. Finally, simulation calculations are performed by using above mentioned model and the EKF(Extended Kalman Filtering). The simulation results show that the Kalman filter can preferably estimate the attitude of the flight vehicle under different measurement noises and process noises. That the precision of the attitude estimation is better than that of the single point GPS attitude determination indicates the attitude estimation system by using GPS and EKF can meet the requirements of attitude determination of the most flight vehicle. And this proves the present model and algorithm is usable.
机构地区 西北工业大学
出处 《飞行力学》 CSCD 北大核心 1999年第3期44-48,共5页 Flight Dynamics
关键词 全球定位系统 飞行器 姿态估计 推广卡尔曼滤波 GPS Flight vehicle Attitude estimation EKF
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参考文献2

  • 1肖业伦.航天器飞行动力学原理[M].北京:宇航出版社,1995..
  • 2肖业伦,航天器飞行动力学原理,1995年,191页

共引文献36

同被引文献17

  • 1高伟,徐绍铨.GPS高程分区拟合转换正常高的研究[J].武汉大学学报(信息科学版),2004,29(10):908-911. 被引量:67
  • 2LUG. Development of a GPS Multi-antenna System for Attitude Determination [D]. Calgary: Dept. of Geomatics Engineering, University.
  • 3CHOUKROUN D. Novel Methods for Attitude Determination Using Vector Observations [ D]. Haifa: Israel Institute of Technology, 2003.
  • 4COLLINS J P, LANGLEY R B. Possible WeightingSchemes for GPS Carrier Phase Observations in the Presence of Multipath [ DB/OL]. http://gauss. gge. unb.ca/papers. pdf/acereport99. pdf.
  • 5Angela Kaye Reichert. Correction Algorithm for GPS Carrier Phase Multipath Utilizing the Signal-to-Noise Ratio and Spatial Correction [ D]. Colorado: Dept. of Aerospace Engineering Sciences, University, 1999.
  • 6Lu G.Development of a GPS Multi-Antenna System for Attitude Determination[D].Canada:University of Calagry,185
  • 7Axelrad P,Ward L M.On-Orbit GPS Based Attitude & Antenna Baseline Estima-tion[C].The Navigation,San Diego,California,1994
  • 8Choukroun D.Novel Methods for Attitude Determination Using Vector Observa tions[D].Haifa:Israel Institute of Technology,2003
  • 9Reichert A K.Correction Algorithm for GPS Carrier Phase Multipath Utilizing the Signal-to-Noise Ratio and Spatial Correction[D].Colorado:University of Colorado,1999
  • 10Collins J P,Langley R B.Possible Weighting Schemes for GPS Carrier Phase Observations in the Presence of Multipath[OL].http://gauss.gge.unb.ca/papers.pdf/acereport99.pdf,2006

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