TY - GEN
T1 - Model reference adaptive control using neural networks for synchronization of discrete-time chaotic systems
AU - Baek, Jaeho
AU - Clioi, Jongyo
AU - Lee, Heejin
AU - Kim, Euntai
AU - Park, Mignon
PY - 2008
Y1 - 2008
N2 - This paper presents a model reference adaptive control (MRAC) approach based on neural networks (NN) for the synchronization of a discrete-time chaotic systems. The input of reference model system is chosen using the output of master system and the slave system is the discrete-time chaotic system. We design the adaptive controller using NN so that the controlled slave system achieves asymptotic synchronization with the reference system given that master system and slave system with different conditions and/or different type of model. The parameters of controller which can stabilize the error equation are updated via a projection algorithm. Simulation examples are given to demonstrate the validity of our proposed adaptive method.
AB - This paper presents a model reference adaptive control (MRAC) approach based on neural networks (NN) for the synchronization of a discrete-time chaotic systems. The input of reference model system is chosen using the output of master system and the slave system is the discrete-time chaotic system. We design the adaptive controller using NN so that the controlled slave system achieves asymptotic synchronization with the reference system given that master system and slave system with different conditions and/or different type of model. The parameters of controller which can stabilize the error equation are updated via a projection algorithm. Simulation examples are given to demonstrate the validity of our proposed adaptive method.
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U2 - 10.1109/ICCAS.2008.4694360
DO - 10.1109/ICCAS.2008.4694360
M3 - Conference contribution
AN - SCOPUS:58149097371
SN - 9788995003893
T3 - 2008 International Conference on Control, Automation and Systems, ICCAS 2008
SP - 1390
EP - 1393
BT - 2008 International Conference on Control, Automation and Systems, ICCAS 2008
T2 - 2008 International Conference on Control, Automation and Systems, ICCAS 2008
Y2 - 14 October 2008 through 17 October 2008
ER -