Title :
Effect of measurement noise on a gradient based repetitive control algorithm
Author :
Hätönen, Jari ; Daley, Steve ; Owens, David H.
Author_Institution :
Dept. of Autom. Control & Syst. Eng., Sheffield Univ., UK
Abstract :
Some theoretical properties, including robustness against multiplicative modelling uncertainty, of a recently developed repetitive control algorithm are reviewed in this paper. In addition new results are presented that analyse, using stochastic analysis, the effect of measurement noise on the algorithm performance. Simulation examples are used to illustrate these new theoretical findings. The algorithm is also applied in real-time in the context of active vibration isolation using a naval mount system. The experimental results demonstrate that the algorithm is capable of reducing a periodic disturbance by 50 dB.
Keywords :
adaptive control; control system analysis; gradient methods; iterative methods; noise measurement; real-time systems; robust control; stochastic processes; uncertain systems; vibration isolation; gradient based repetitive control algorithm; measurement noise; multiplicative modelling uncertainty; naval mount system; stochastic analysis; vibration isolation; Algorithm design and analysis; Automatic control; Control systems; Convergence; Iterative algorithms; Noise measurement; Performance analysis; Real time systems; Robust control; Signal design; Iterative learning control; robust control;
Conference_Titel :
Computational Intelligence in Robotics and Automation, 2005. CIRA 2005. Proceedings. 2005 IEEE International Symposium on
Print_ISBN :
0-7803-9355-4
DOI :
10.1109/CIRA.2005.1554307