
Fuzzy Chaos Neural-network
Robust Adaptive Control in Coupled system
Dou Chunxia,Li Xinbin,Yuan Shiwen
(YanShan University QingHuangDao 066004 china)
Abstract: Combined fuzzy logic with chaos neural-network,
a new fuzzy chaos neural-network adaptive control scheme is proposed for unknown-model
spatio-temp oral chaos in coupled system by utilizing the approximation capacity of the
fuzzy logic and the spatio-temporal behavior of the chaos neural-network. Taken t he
effects from disturbance, unmodeled dynamics and modeling errors into account , the
additional adaptive compensation controller is designed to improve the rob ustness of the
spatio-temporal chaos control scheme. The stability of the proposed method is verified
with Lyapunov method, and the effectiveness and the robus tness of the scheme are
demonstrated via simulation examples.
Keyword: spatio-temporal chaos , chaos neural-network, adaptive control
robust ness.