Design and Stabilization of Sampled-Data Neural-Network-Based Control Systems
نویسندگان
چکیده
منابع مشابه
Stability of Neural Network Control for Uncertain Sampled-Data Systems
This paper derives robust stability conditions for neural network control of sampled-data systems whose parameters are uncertain. The controllers are nonlinear, full state regulators implemented as single hidden layer, feedforward neural networks. The controlled systems must be locally controllable and full-state accessible. The robust stability is confirmed by the existence of a Lyapunov funct...
متن کاملrobust stabilization for fuzzy network control systems with data drift
in this study, a robust controller is designed for fuzzy network control systems (ncss) using the static output feedback. delay and data packet dropout affect on the stability of network control systems, and therefore, the asymptotic stability condition is established considering delay and data packet dropout. delay is time-varying while the lower and upper bounds for delay is defined, and the ...
متن کاملStochastic Stabilization of Sampled-data Networked Control Systems
This paper mainly investigated a sampled-data control approach to deal with the stabilization problem of Networked Control Systems (NCSs) with packet losses and bounded time varying delays. A new Lyapunov-Krasovskii functional candidate is constructed to analyze the stability of the overall system with bounded random packet losses and time varying delays. As a result, corresponding stabilizing ...
متن کاملSampled control design for switched affine systems: robust stabilization
This paper deals with sampled feedback strategies applied on the class of switched affine systems without common equilibria. A distinctive feature of these systems is a cyclical behavior in steady state. From the existence of a Control Lyapunov Function for a relaxed control problem, a novel procedure enabling to compute global attracting sets for the whole system trajectories is exhibited. Thi...
متن کاملStructural Properties of Multirate Sampled-Data Systems
The application of Networked Control Systems (NCS) in which sensory and control signals are transmitted via shared data communication networks, is growing significantly and these systems have been the subject of research during the last decade. On the other hand, multirate sampled data systems have been investigated since a long time. In this paper, conditions under which a networked control sy...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics)
سال: 2006
ISSN: 1083-4419
DOI: 10.1109/tsmcb.2006.872262