Time-optimal trajectory planning along predefined path for mobile robots with velocity and acceleration constraints

IF 6.1 1区 工程技术 Q1 AUTOMATION & CONTROL SYSTEMS
M. Brezak, I. Petrović
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引用次数: 33

Abstract

This paper is concerned with the problem of finding an optimal velocity profile along the predefined path in order to traverse the path in shortest time. A dynamic model of the mobile robot that accounts for robot actuator constraints is derived. It is shown how to use this dynamic model to express acceleration limits and velocity limit curve required by the optimal time-scaling algorithm. The developed trajectory planning algorithm is demonstrated on the Pioneer 3DX mobile robot. A method is very flexible and can be extended to account for other constraints, such as limited grip between the robot wheels and the ground.
具有速度和加速度约束的移动机器人沿预定路径的时间最优轨迹规划
本文研究沿预定路径寻找最优速度剖面,以在最短时间内遍历路径的问题。推导了考虑机器人执行器约束的移动机器人动力学模型。给出了如何利用该动态模型来表示最优时间标度算法所需的加速度极限和速度极限曲线。在先锋3DX移动机器人上对所开发的轨迹规划算法进行了验证。一种方法非常灵活,可以扩展到考虑其他约束,例如机器人车轮与地面之间的有限抓地力。
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来源期刊
IEEE/ASME Transactions on Mechatronics
IEEE/ASME Transactions on Mechatronics 工程技术-工程:电子与电气
CiteScore
11.60
自引率
18.80%
发文量
527
审稿时长
7.8 months
期刊介绍: IEEE/ASME Transactions on Mechatronics publishes high quality technical papers on technological advances in mechatronics. A primary purpose of the IEEE/ASME Transactions on Mechatronics is to have an archival publication which encompasses both theory and practice. Papers published in the IEEE/ASME Transactions on Mechatronics disclose significant new knowledge needed to implement intelligent mechatronics systems, from analysis and design through simulation and hardware and software implementation. The Transactions also contains a letters section dedicated to rapid publication of short correspondence items concerning new research results.
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