Mixed Model Based/ANFIS Adaptive Robust Controller with H∞ Criterion Applied to Free-Floating Space Manipulators
نویسندگان
چکیده
This paper deals with the problem of robust trajectory tracking control, with a guaranteedH∞ performance, for free-floating manipulator systems. A control strategy is developed based on the robot mathematical model and a fuzzy adaptive approach. The dynamic model of the free-floating space manipulator is described via the Dynamically Equivalent Manipulator approach. The fuzzy adaptive control law is based on Takagi-Sugeno model, which is proposed to estimate the behavior of parametric uncertainties and spacecraft non-modeled dynamics. An Adaptive Network-based Fuzzy Inference System is applied to generate input membership functions. A nonlinear H∞ controller is formulated in order to attenuate the effects of estimation errors and external disturbances. The proposed strategy does not demand any position, velocity or acceleration value from the free-floating base. Experiments on a fixed-base planar manipulator were evaluated and showed the effectiveness of the proposed approach.
منابع مشابه
Mixed Model Based/fuzzy Adaptive Robust Controller with H∞ Criterion Applied to Free-floating Space Manipulators
This paper deals with the problem of robust trajectory tracking control, with a guaranteed H∞ performance, for free-floating manipulator systems. A new control strategy is developed based on the robot mathematical model and a fuzzy adaptive control law. The dynamic model of the free-floating space manipulator is described through the Dynamically Equivalent Manipulator approach. The fuzzy adapti...
متن کاملAdaptive RBF network control for robot manipulators
TThe uncertainty estimation and compensation are challenging problems for the robust control of robot manipulators which are complex systems. This paper presents a novel decentralized model-free robust controller for electrically driven robot manipulators. As a novelty, the proposed controller employs a simple Gaussian Radial-Basis-Function Network as an uncertainty estimator. The proposed netw...
متن کاملRobust Attitude Control of Spacecraft Simulator with External Disturbances
The spacecraft simulator robust control through H∞-based linear matrix inequality (LMI) and robust adaptive method is implemented. The spacecraft attitude control subsystem simulator consists of a platform, an air-bearing and a set of four reaction wheels. This set up provides a free real-time three degree of freedom rotation. Spacecraft simulators are applied in upgrading and checking the c...
متن کاملDiscrete time robust control of robot manipulators in the task space using adaptive fuzzy estimator
This paper presents a discrete-time robust control for electrically driven robot manipulators in the task space. A novel discrete-time model-free control law is proposed by employing an adaptive fuzzy estimator for the compensation of the uncertainty including model uncertainty, external disturbances and discretization error. Parameters of the fuzzy estimator are adapted to minimize the estimat...
متن کاملA Novel Robust Adaptive Trajectory Tracking in Robot Manipulators
In this paper, a novel adaptive sliding mode control for rigid robot manipulators is proposed. In the proposed system, since there may exist explicit unknown parameters and perturbations, a Lyapunov based approach is presented to increase system robustness, even in presence of arbitrarily large (but not infinite) discontinuous perturbations. To control and track the robot, a continuous controll...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2007