Motion Estimation Considering Uncertain Time Delayed Measurements for Remote Control

Autor: Sang-Yup Yi, Jonghoon Park, Wan Kyun Chung, Minyong Choi, Won-Sub Choi
Rok vydání: 2008
Předmět:
Zdroj: Journal of Institute of Control, Robotics and Systems. 14:792-799
ISSN: 1976-5622
DOI: 10.5302/j.icros.2008.14.8.792
Popis: Motion estimation is crucial in a remote control for its convenience or accuracy. Time delays, however, can occur in the problem because data communication is required through a network. In this paper, state estimation problem with uncertain time delayed measurements is addressed. In dynamic system with noise, after taking measurements, it often requires some time until that is available in the filter algorithm. Standard filters not considering this time delays cannot be used since the current measurement is related with a past state. These delayed measurements are solved with augmented extended Kalman filter, and the uncertainty of delayed time is also resolved based on an explicit formulation. The proposed method is analyzed and verified by simulations.
Databáze: OpenAIRE