TY - GEN
T1 - Dissipative filter design for Takagi-Sugeno fuzzy neural networks
AU - Lee, Kyu Chul
AU - Choi, Hyun Duk
AU - Kim, Dae Ki
AU - Ahn, Choon Ki
AU - Lim, Myo Taeg
N1 - Publisher Copyright:
© 2015 Institute of Control, Robotics and Systems - ICROS.
PY - 2015/12/23
Y1 - 2015/12/23
N2 - This paper proposes a novel dissipative filter for Takagi-Sugeno fuzzy Hopfield neural networks with time varying delay. This filter guarantees (Q, S, R)-a-dissipativity and is regarded as a generalization of some performance indices, such as H∞ performance, passivity, and mixed H∞/passivity. The linear matrix inequality (LMI) approach solving convex problem is used to obtain a gain matrix satisfying both (Q, S, R)-a-dissipativity and asymptotic stability of the error system. Some simulations are dealt with to validate the performance of the proposed method.
AB - This paper proposes a novel dissipative filter for Takagi-Sugeno fuzzy Hopfield neural networks with time varying delay. This filter guarantees (Q, S, R)-a-dissipativity and is regarded as a generalization of some performance indices, such as H∞ performance, passivity, and mixed H∞/passivity. The linear matrix inequality (LMI) approach solving convex problem is used to obtain a gain matrix satisfying both (Q, S, R)-a-dissipativity and asymptotic stability of the error system. Some simulations are dealt with to validate the performance of the proposed method.
KW - Dissipative filtering
KW - Linear matrix inequality(LMI)
KW - Takagi-Sugeno fuzzy Hopfield neural network
UR - https://www.scopus.com/pages/publications/84966318407
U2 - 10.1109/ICCAS.2015.7364903
DO - 10.1109/ICCAS.2015.7364903
M3 - Conference contribution
AN - SCOPUS:84966318407
T3 - ICCAS 2015 - 2015 15th International Conference on Control, Automation and Systems, Proceedings
SP - 181
EP - 185
BT - ICCAS 2015 - 2015 15th International Conference on Control, Automation and Systems, Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 15th International Conference on Control, Automation and Systems, ICCAS 2015
Y2 - 13 October 2015 through 16 October 2015
ER -