Nonliearity compensation for pseudolite/INS integrated navigation
-
摘要: 伪卫星具有抗干扰能力强和布置灵活机动的特点,在增强卫星系统和独立组网为用户提供更高精度导航定位信息方面具有广阔的应用前景.研究了一种伪卫星/惯性组合导航的非线性补偿算法.由于伪卫星与用户的距离比卫星近得多,其非线性量测的影响也严重得多.采用二次项修正一定程度上弥补了传统线性化方法存在的模型误差大、滤波效果差甚至发散的问题.为避免求解非线性方程的困难使用了两步估计方法,大大降低了算法的复杂度.仿真结果表明,该算法可以显著提高伪卫星/惯性组合导航系统的性能,具有很高的实用性.Abstract: Pseudolite-based positioning systems have a bright outlook in providing users higher precision navigation information due to the stronger anti-jamming capability and flexibility compared with orbiting satellites. A nonliearity compensation algorithm was studied for the pseudolite/inertial navigation system(INS) integrated navigation. The influence of pseudolite measurement nonlinearity is more severe than that of satellites since the distances between pseudolites and users are much closer. By utilizing the second-order items correction, the algorithm to a certain extent overcame the problems of large modeling errors and bad filtering performance or even divergence when using conventional linear algorithm. And a two-stage cascaded estimation method was employed to avoid the difficulty of solving nonlinear equations, which greatly decreased the computational complexity of the compensation algorithm. The simulation results indicate that the algorithm can greatly enhance the precision and reliability of the pseudolite/ INS integrated system, hence is of great value in practice.
-
[1] Parkinson B W, Spilker J J. Global positioning system: theory and applications[M]. New York: AIAA Inc, 1996 [2] Kaplan E D. Understanding GPS, principle and applications[M]. Boston: Artech House, 1996 [3] Wagner J F, Wieneke T. Integrating satellite and inertial navigation-conventional and new fusion approaches[J]. Control Engineering Practice, 2003,11:543-550 [4] 袁信,余济祥,陈哲.导航系统[M].北京:航空工业出版社,1993 Yuan Xin, Yu Jixiang, Chen Zhe. Navigation system[M]. Beijing: Aviation Industry Press, 1993(in Chinese) [5] Arshal G. Error equations of inertial systems[J]. Journal of Guidance, Navigation and Dynamics, 1987, 10(4):351-358 [6] 萧树铁,居余马.高等数学(第Ⅲ卷):多元微积分与微分几何初步[M].北京:清华大学出版社,1997 Xiao Shutie, Ju Yuma. Higher mathematics(Vol.Ⅲ): multivariate calculus and differential geometry[M]. Beijing: Tsinghua University Press, 1997(in Chinese) [7] Teunissen P J G. Nonlinear inversion of geodetic and geophysical data: diagnosing nonlinearity Brunner F K,Rizos C. Developments in Four-Dimensional Geodesy. :Springer-Verlag, 1987:241-264 [8] Wang J, Tsujii T, Rizos C, et al. GPS and pseudo-satellites integration for precise positioning[J]. Geomatics Research Australasia, 2001, 74: 103-117 [9] 王玮.基于北斗/伪卫星/惯性的精确导航定位系统的研究 .西安:西北工业大学自动化学院,2005 Wang Wei. The study on scheme of the precision navigation/positioning system based on Beidou/pseudolite/INS . Xi’an: Automation School, Northwestern Polytechnical University, 2005(in Chinese) [10] LeMaster E A. Self-calibrating pseudolite arrays: theory and experiment . Stanford: Department of Aeronautics and Astronautics, Stanford University, 2002
点击查看大图
计量
- 文章访问数: 3050
- HTML全文浏览量: 162
- PDF下载量: 1068
- 被引次数: 0