High-gain observer-based estimation of parameter variations with delay alignment

XUEWU, Dai, ZHIWEI, Gao, BREIKIN, Timofei and HONG, Wang (2012). High-gain observer-based estimation of parameter variations with delay alignment. IEEE Transactions on Automatic Control, 57 (3), 726-732.

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Official URL: http://dx.doi.org/10.1109/TAC.2011.2169635
Link to published version:: 10.1109/TAC.2011.2169635

Abstract

This technical note analyzes the estimation delay in a high gain observer, where the state estimates may lag behind the actual states due to the observer's non-zero phase response. The technical note proves that, for a slowly time-varying system subject to bounded noises, the estimation delay depends on the observer gain, but is independent of the variations of system parameters. Rather than estimating the delay, a novel method is proposed to calculate the delay from the observer's phase response. In terms of system identification, the delay is compensated by aligning other measurements with the lagged estimate so that they have the same lag. The simulation results of an aero engine model show significant improvements in estimation. On one hand, the proposed approach improves the estimation accuracy, and on the other hand, it removes the assumption of zero delay and gives a new insight into the high-gain observer design.

Item Type: Article
Research Institute, Centre or Group: Materials and Engineering Research Institute > Centre for Robotics and Automation > Mobile Machine and Vision Laboratory
Identification Number: 10.1109/TAC.2011.2169635
Depositing User: Helen Garner
Date Deposited: 17 Sep 2012 15:44
Last Modified: 17 Sep 2012 16:28
URI: http://shura.shu.ac.uk/id/eprint/6036

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