Title :
Design of iterative learning control algorithms by generalized KYP synthesis
Author :
Paszke, Wojciech ; Rogers, Eric ; Galkowski, Krzysztof
Author_Institution :
Inst. of Control & Comput. Eng., Univ. of Zielona Gora, Zielona Gόra, Poland
Abstract :
This paper gives new results on the design of iterative learning control algorithms in the repetitive process setting for error convergence and regulation of the transient dynamics. The analysis makes use of the generalized Kalman-Yakubovich-Popov lemma to develop a design algorithm different performance specifications are imposed in one or more frequency ranges. Also these new results allow, if required for an application, the design of controllers with dynamics.
Keywords :
adaptive control; control system analysis; control system synthesis; convergence; iterative methods; learning systems; design algorithm; error convergence; generalized KYP synthesis; generalized Kalman-Yakubovich-Popov lemma; iterative learning control algorithm design; repetitive process setting; transient dynamics; Algorithm design and analysis; Convergence; Frequency conversion; Heuristic algorithms; Linear matrix inequalities; Symmetric matrices; Vectors; Iterative learning control; Linear systems; Stability of linear systems;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6858715