Estimability of Quantized Linear systems
The estimability of quantized dynamic linear systems was discussed from information theoretic point of view. The presented definitions were reviewed and extended to more general systems. Criterions of estimability for systems with quantized outputs were proposed based on the measure of mutual information. These obtained condition of estimability consists with our intuition very well and provides us with intrinsic perspective for the quantizer design. Furthermore, the convergence property of the quantized estimability Gramian was analyzed. The mathematical analysis is verified by illustrative simulations.
quantized linear system estimability information theoretic method
Ying Shen Hui Zhang
State Key Laboratory of Industrial Control Technology, Institute of Industrial Process Control, Depa State Key Laboratory of Industrial Control Technology, Institute of Industrial Process Control,Depar
国际会议
南京
英文
1-6
2011-11-09（万方平台首次上网日期，不代表论文的发表时间）