Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications
Online ISSN : 2188-4749
Print ISSN : 2188-4730
第37回ISCIE「確率システム理論と応用」国際シンポジウム(2005年10月, 大阪茨木)
Nonlinear Filtering Methods for the INS/GPS In-Motion Alignment and Navigation
S. FujiokaM. NishiyamaY. KuboS. Sugimoto
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ジャーナル フリー

2006 年 2006 巻 p. 24-29

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In this paper we present the algorithms of land-vehicle INS (Inertial Navigation System) / DGPS (Differential Global Positioning System) In-Motion Alignment based on nonlinear filtering techniques (Quasi-Linear Optimal filter [1], Gaussian Sum filter [2], the Extended Kalman filter [3] and Monte Carlo filter [4]). We also show results of comparative numerical experiments, and evaluate the nonlinear filtering performances under various error sources such as the errors of GPS, accelerometers and gyros.
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© 2006 ISCIE Symposium on Stochastic Systems Theory and Its Applications
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