(英) Parameter estimation of rotary inverted pendulum based on unscented Kalman filter (日)
[継承]
○副題(任意):
○要約(任意):
□
(英) The Unscented Kalman Filter (UKF) is a nonlinear estimation method, and has been widely applied in nonlinear control applications. However, if covariance of the initial value is unknown, the estimated value does not converge to the true value in general. To improve the result of estimation, the iterated UKF is propsed as a method to repeat the estimation by redefining the initial value of the filter. Its effectiveness is demonstrated by using the Rotary Inverted Pendulum(RIP) to estimate the parameters of a continuous-time nonlinear system. (日)
Min Zheng, Kenji IkedaandTakao Shimomura : Parameter estimation of rotary inverted pendulum based on unscented Kalman filter, Proc. of SICE-ICCAS 2006, (巻), (号), 5022-5025, Busan, Oct. 2006.
欧文冊子 ●
Min Zheng, Kenji IkedaandTakao Shimomura : Parameter estimation of rotary inverted pendulum based on unscented Kalman filter, Proc. of SICE-ICCAS 2006, (巻), (号), 5022-5025, Busan, Oct. 2006.
関連情報
Number of session users = 0, LA = 1.35, Max(EID) = 373281, Max(EOID) = 998586.