Title :
A New Approach to Quantized Stabilization of Stochastic System with Multiplicative Noise*
Author :
Wei, Li ; Zhang, Huanshui
Author_Institution :
Sch. of Control Sci. & Eng., Shandong Univ., Jinan, China
Abstract :
A new quantization dependent Lyapunov function is proposed to analysis the quantized feedback stabilization problem of discrete-time system with multiplicative noises. For convenience of the proof, only single-input case is considered (which can be generalized to multi-input channel), conditions for the system to be mean-square poly-quadratic stabilized are derived as well as the analysis of H∞ performance and controller design for the given stochastic system with logarithmic quantizer. The most significant feature is the utilization of a quantization dependent Lyapunov function, leading to less conservative results, which is shown both theoretically and through numerical examples.
Keywords :
H∞ control; Lyapunov methods; control system synthesis; discrete time systems; feedback; mean square error methods; stability; stochastic systems; H∞ performance; controller design; discrete-time system; logarithmic quantizer; mean-square polyquadratic stabilized system; multiinput channel; multiplicative noises; quantization-dependent Lyapunov function; quantized feedback stabilization problem; stochastic system; Lead; Logic gates; Discrete-time systems; Riccati equations; System augmentation approach; Time delay;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2012 10th World Congress on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-1397-1
DOI :
10.1109/WCICA.2012.6358271