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Safety-Augmented Operation of Mobile Robots Using Variable Structure Control

delete2022-11-01
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OA
AI
A
Azad Ghaffari *
S
Seyed Amir Hosseini Dastja
DOI:10.1109/TCST.2022.3158233delete
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Abstract

Abstract

En 中文
The design process and complexity of existing safety controls are heavily determined by the geometrical properties of the environment, which affects the proof of convergence, design scalability, performance robustness, and numerical efficiency of the control. Hence, this brief proposes a variable structure control to isolate the environment's geometrical complexity from the control structure. A super-twisting algorithm (STA) is used to achieve accurate trajectory tracking and robust safety control. Safety control is designed solely based on distance measurement. First, a nominal safety model for obstacle avoidance is derived, where realistic system constraints are considered. The nominal model is well-suited for safety control design for obstacle avoidance and border patrol with analytically proven stability results. The safety control uses distance measurement to maintain a safe distance by compensating the robot's angular velocity. Also, a supervisory logic is constructed to unify the stability and safety features, and operational safety and precision tracking are proven under parametric uncertainty. The proposed design is modular with minimal tuning parameters, which reduces the computational burden of the algorithm and improves control scalability. The effectiveness of the proposed method is verified against various case studies.
Keywords:
Safety
Trajectory
Mobile robots
Trajectory tracking
Robots
Heuristic algorithms
Control design
Collision avoidance
mobile robots
motion control
sliding mode control

Journal

IEEE Transactions on Control Systems Technology cover
IEEE Transactions on Control Systems Technology
IF:
3.9
Papers:
4.9K
Citations:
1.7W

Organization

W
wayne state university
Scholars:
2.0W
Papers: 1.6W
Citations: 17