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A robust adaptive fuzzy control approach is developed for a class of multi-input-multi-output (MIMO) nonlinear systems with modeling uncertainties and external disturbances by using both the approximation property of the fuzzy logic systems and the backstepping technique. The MIMO systems are composed of interconnected subsystems in the strict-feedback form. The main characteristics of the developed...
In this paper, robust output-feedback stabilization is presented for a class of uncertain stochastic nonlinear systems with time-varying time delays. First, the conditions of existence and uniqueness of the solution process are provided and two new stability notions are introduced for stochastic time-delay systems. Based on these preparations, for a class of uncertain stochastic nonlinear systems...
Using backstepping method, a direct adaptive robust fuzzy control algorithm is proposed for a class of uncertain nonlinear strict-feedback systems in this paper. Fuzzy systems are utilized to approximate unknown parts of the desired control inputs. The key assumption is that the norms of the optimal approximation parameter vectors and the approximation errors are bounded, and the bounds are unknown...
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