Points-Based Safe Path Planning of Continuum Robots

Author:

Shahzad Khuram1,Iqbal Sohail1,Bloodsworth Peter1

Affiliation:

1. National University of Sciences and Technology (NUST), Islamabad, Pakistan

Abstract

Continuum robots exhibit great potential in a number of challenging applications where traditional rigid link robots pose certain limitations, e.g., working in unstructured environments. In order to enable the usage of continuum robots in safety-critical applications, such as surgery and nuclear decontamination, it is extremely important to ensure a safe path for the robot's movement. Existing algorithms for continuum robot path planning have certain limitations that need to be addressed. These include the fact that none of the algorithms provide safety assurance parameters and control for path planning. They are computationally expensive, applicable to a specific type of continuum robots, and mostly they do not incorporate design and kinematics constraints. In this paper, we propose a points-based path planning (PoPP) algorithm for continuum robots that computes the path by imposing safety constraints and improves upon the limitations of existing approaches. In the algorithm, we exploit the constant curvature-bending property of continuum robots in their path planning process. The algorithm is computationally efficient and provides a good tradeoff between accuracy and efficiency that can be implemented to enable the safety-critical application of continuum robots. This algorithm also provides information regarding path volume and flexibility in movement. Simulation results confirm that the algorithm possesses promising potential for all types of continuum robots (following the constant curvature-bending property). We believe that this effectively balances the desired safety and efficiency requirements.

Publisher

SAGE Publications

Subject

Artificial Intelligence,Computer Science Applications,Software

Cited by 11 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Mobile robot localization: Current challenges and future prospective;Computer Science Review;2024-08

2. Physics-Informed Neural Networks for Continuum Robots: Towards Fast Approximation of Static Cosserat Rod Theory;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

3. Continuum Robot Path Planning Based on Improved Genetic Algorithm;2022 2nd International Conference on Algorithms, High Performance Computing and Artificial Intelligence (AHPCAI);2022-10-21

4. Design and Implementation of a Cable-Driven Dexterous Continuum Manipulators in Confined Space Usage;2022 International Conference on Electrical, Computer and Energy Technologies (ICECET);2022-07-20

5. Safe Path Planning Algorithms for Mobile Robots Based on Probabilistic Foam;Sensors;2021-06-17

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