Robust Temporal Logic Motion Control via Disturbance Observers
نویسندگان
چکیده
The existing motion control systems are largely concerning given reference tracking or stabilization. High-level of autonomy within robotics and autonomous demands new methods to realize more complex goals rather than references, while maintain involved safety conditions. This paper tackles the robust temporal logic problem for a class disturbed systems. A disturbance observer (DOB) is used unmatched estimation, signal (STL) formulas introduced express sequential tasks. For atomic formulas, in order maximize its semantics, continuous feedback composite controller constructed by utilizing transient characteristics prescribed performance function observer. We then present suitable switched strategy guarantee satisfaction STL specifications consisting conjunctions formulas. When formula satisfied, system robustness specified user meets specifications. Experimental results illustrated verify effectiveness proposed method.
منابع مشابه
Robust Control of Underactuated Wheeled Mobile Manipulators using GPI Disturbance Observers
This article describes the design of a linear observer-linear controller-based robust output feedback scheme for output reference trajectory tracking tasks in the case of nonlinear, multivariable, nonholonomic underactuated mobile manipulators. The proposed linear feedback scheme is based on the use of a classical linear feedback controller and suitably extended, high gain, linear Generalized P...
متن کاملRobust Linear Temporal Logic
Although it is widely accepted that every system should be robust, in the sense that “small” violations of environment assumptions should lead to “small” violations of system guarantees, it is less clear how to make this intuitive notion of robustness mathematically precise. In this paper, we address the problem of how to specify robustness in temporal logic. Our solution consists of a robust v...
متن کاملRobust nonlinear control of a 7 DOF model - scale helicopter under wind gusts using disturbance observers
Nowadays, high levels of agility, maneuverability and capability of operating in reduced visual environments and adverse weather conditions are the new trends of helicopter design. Helicopter flight control systems should make these performance requirements achievable by improving tracking performance and disturbance rejection capability. Robustness is one of the critical issues which must be c...
متن کاملRobust Fuzzy Logic Stabilization with Disturbance Elimination
A robust fuzzy logic controller is proposed for stabilization and disturbance rejection in nonlinear control systems of a particular type. The dynamic feedback controller is designed as a combination of a control law that compensates for nonlinear terms in a control system and a dynamic fuzzy logic controller that addresses unknown model uncertainties and an unmeasured disturbance. Since it is ...
متن کاملRobust Satisfaction of Temporal Logic Specifications via Reinforcement Learning
We consider the problem of steering a system with unknown, stochastic dynamics to satisfy a rich, temporallylayered task given as a signal temporal logic formula. We represent the system as a Markov decision process in which the states are built from a partition of the statespace and the transition probabilities are unknown. We present provably convergent reinforcement learning algorithms to ma...
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 Industrial Electronics
سال: 2023
ISSN: ['1557-9948', '0278-0046']
DOI: https://doi.org/10.1109/tie.2022.3229327