TY - GEN
T1 - On quantized control for Markovian jump linear system over networks with limited information
AU - Liu, Ming
AU - Ho, Daniel W.C.
AU - Lu, Jianquan
PY - 2009
Y1 - 2009
N2 - In this paper, we deal with the problem of quantized control strategy design for a class of discrete time Markovian jump linear systems with limited communication capacity. We generalize the static Quantizer design method of Elia and Mitter [2] to stochastic system with Markovian jump parameter. The concept of mode-dependent logarithmic Quantizer is presented firstly in this paper, which is employed to ensure the stochastic stability of the quantized closed-loop system. For the logarithmic mode-dependent Quantizer, it is shown that for each mode the corresponding individual Quantizer possess the logarithmic characterization. Moreover, by including the transition rates of mode, the proposed mode-dependent Quantizer can overcome the effect of Markovian switching. A numerical example is exploited to show the usefulness of the results derived.
AB - In this paper, we deal with the problem of quantized control strategy design for a class of discrete time Markovian jump linear systems with limited communication capacity. We generalize the static Quantizer design method of Elia and Mitter [2] to stochastic system with Markovian jump parameter. The concept of mode-dependent logarithmic Quantizer is presented firstly in this paper, which is employed to ensure the stochastic stability of the quantized closed-loop system. For the logarithmic mode-dependent Quantizer, it is shown that for each mode the corresponding individual Quantizer possess the logarithmic characterization. Moreover, by including the transition rates of mode, the proposed mode-dependent Quantizer can overcome the effect of Markovian switching. A numerical example is exploited to show the usefulness of the results derived.
UR - https://www.scopus.com/pages/publications/71449120940
M3 - 会议稿件
AN - SCOPUS:71449120940
SN - 9788995605691
T3 - Proceedings of 2009 7th Asian Control Conference, ASCC 2009
SP - 226
EP - 231
BT - Proceedings of 2009 7th Asian Control Conference, ASCC 2009
T2 - 2009 7th Asian Control Conference, ASCC 2009
Y2 - 27 August 2009 through 29 August 2009
ER -