Title :
Synthesis and stability of a multirate repetitive learning controller
Author :
James, Courtney ; Sadegh, Nuder
Author_Institution :
Xerox Corp., Rochester, NY, USA
Abstract :
We introduce a multirate repetitive learning controller that can be used as an “add-on” module to further enhance the performance of a feedback control system. As a result of its multirate characteristic, the user can choose a sampling rate to achieve the required performance based on the trade-off between the accuracy and complexity of the controller. This controller learns the plant input based on the tracking error down-sampled using a weighted averaging filter. The learned input is subsequently passed to the plant through an arbitrary hold mechanism determined by the user. The paper extends the existing stability results for single-rate repetitive controllers to the proposed multirate controller. It also provides an explicit procedure for its design and stability analysis
Keywords :
control system synthesis; discrete time systems; feedback; learning systems; multivariable control systems; stability; tracking; LTI systems; SISO systems; discrete time systems; feedback; learning control; multirate control; repetitive control; sampling rate; stability; tracking; weighted averaging filter; Control systems; Error correction; Feedback control; Filters; Frequency; Mechanical engineering; Sampling methods; Stability analysis; Stability criteria; Trajectory;
Conference_Titel :
American Control Conference, 1999. Proceedings of the 1999
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4990-3
DOI :
10.1109/ACC.1999.782801