TY - GEN
T1 - Generalized H2 filter design for T-S fuzzy systems with quantization and packet loss
AU - Zhang, Changzhu
AU - Feng, Gang
AU - Qiu, Jianbin
PY - 2011
Y1 - 2011
N2 - In this paper, the problem of generalized H2 filtering is concerned for a class of discrete-time T-S fuzzy systems with measurement quantization and packet loss. The quantized measurements are transmitted to the filter via an imperfect communication channel, where the phenomenon of packet loss can be encountered. A random binary process is utilized to describe the packet dropouts, while the quantization errors are treated as sector bound uncertainties. Attention is focused on the design of generalized H2 piecewise filter such that the filtering error system is stochastically stable and preserves a guaranteed generalized H2 performance. The developed filter gains can be obtained by solving a set of linear matrix inequalities. Finally, an illustrative example is provided to show the effectiveness of the proposed method.
AB - In this paper, the problem of generalized H2 filtering is concerned for a class of discrete-time T-S fuzzy systems with measurement quantization and packet loss. The quantized measurements are transmitted to the filter via an imperfect communication channel, where the phenomenon of packet loss can be encountered. A random binary process is utilized to describe the packet dropouts, while the quantization errors are treated as sector bound uncertainties. Attention is focused on the design of generalized H2 piecewise filter such that the filtering error system is stochastically stable and preserves a guaranteed generalized H2 performance. The developed filter gains can be obtained by solving a set of linear matrix inequalities. Finally, an illustrative example is provided to show the effectiveness of the proposed method.
UR - https://www.scopus.com/pages/publications/79961191029
U2 - 10.1109/CICA.2011.5945766
DO - 10.1109/CICA.2011.5945766
M3 - 会议稿件
AN - SCOPUS:79961191029
SN - 9781424499038
T3 - IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation
SP - 52
EP - 59
BT - IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation
T2 - Symposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2011
Y2 - 11 April 2011 through 15 April 2011
ER -