Nonlinear state estimation for rigid-body motion with low-pass sensors

被引:34
作者
Rehbinder, H [1 ]
Hu, XM [1 ]
机构
[1] Royal Inst Technol, Div Optimizat & Syst Theory, S-10044 Stockholm, Sweden
关键词
nonlinear state estimation; rigid body motion; linear time-varying systems; exponential observers; inclinometers; rate gyros;
D O I
10.1016/S0167-6911(00)00022-0
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we consider the state estimation problem for the nonlinear kinematic equations of a rigid body observed under low-pass sensors. The problem is motivated from a walking robot application where inclinometers and gyros are the sensors used. We show that a non-local high gain observer exists for the nonlinear rigid-body kinematic equations and that it under a small angle assumption is possible to use one inclinometer only to estimate two angles. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:183 / 190
页数:8
相关论文
共 12 条
[1]  
[Anonymous], 2013, Nonlinear control systems
[2]  
Baerveldt AJ, 1997, INES'97 : 1997 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT ENGINEERING SYSTEMS, PROCEEDINGS, P391, DOI 10.1109/INES.1997.632450
[3]  
Brocket R., 1970, Finite Dimensional Linear Systems
[4]  
Bucy R. S., 1972, Journal of Computer and System Sciences, V6, P343, DOI 10.1016/S0022-0000(72)80026-6
[5]  
CHEN MS, 1997, P 36 C DEC CONTR SAN
[6]   Intertial head-tracker sensor fusion by a complementary separate-bias Kalman filter [J].
Foxlin, E .
PROCEEDINGS OF THE IEEE 1996 VIRTUAL REALITY ANNUAL INTERNATIONAL SYMPOSIUM, 1996, :185-&
[7]   Miniature 6-DOF inertial system for tracking HMDs [J].
Foxlin, E ;
Harrington, M ;
Altshuler, Y .
HELMET- AND HEAD-MOUNTED DISPLAY III, 1998, 3362 :214-228
[8]  
Fuke Y, 1996, IEEE INT CONF ROBOT, P411, DOI 10.1109/ROBOT.1996.503811
[9]  
GREENE M, 1996, P 1996 IEEE C EM TEC, V2, P413
[10]  
Maybeck P. S., 1982, Stochastic Models, Estimation, and Control