全向移动机器人避障轨迹规划与滑模跟踪控制

Zhe Sun, Shujie Hu, Xinan Miao, Bo Chen, Jinchuan Zheng, Z. Man, T. Wang
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引用次数: 0

摘要

轨迹规划和跟踪控制在自主移动机器人的发展中起着至关重要的作用。针对机械轮式全向移动机器人的轨迹规划和跟踪控制任务,提出了基于人工势场的轨迹规划方案和基于离散积分终端滑模的轨迹跟踪控制策略。针对机械轮式全向移动机器人,提出了一种基于人工势场的轨迹规划方案和基于离散积分终端滑模的轨迹跟踪控制策略。首先,建立了机械轮式全向移动机器人的离散运动学和动力学模型。然后,根据机器人、目标和障碍物的位置,利用人工势场函数迭代地规划和更新避障轨迹。然后,针对全向移动机器人设计了离散积分终端滑模控制算法,使机器人能够准确地跟踪规划轨迹。同时,对控制系统的稳定性进行了分析,并在李亚普诺夫意义上进行了保证证明。最后,分别在静态障碍物和动态障碍物两种情况下进行了仿真。仿真结果验证了所提方法的有效性和优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Obstacle-avoidance trajectory planning and sliding mode-based tracking control of an omnidirectional mobile robot
Trajectory planning and tracking control play a vital role in the development of autonomous mobile robots. To fulfill the tasks of trajectory planning and tracking control of a Mecanum-wheeled omnidirectional mobile robot, this paper proposes an artificial potential field-based trajectory-planning scheme and a discrete integral terminal sliding mode-based trajectory-tracking control strategy. This paper proposes a trajectory-planning scheme and a trajectory-tracking control strategy for a Mecanum-wheeled omnidirectional mobile robot by using artificial potential field and discrete integral terminal sliding mode, respectively. First, a discrete kinematic-and-dynamic model is established for the Mecanum-wheeled omnidirectional mobile robot. Then, according to the positions of the robot, target, and obstacles, a reference an obstacle-avoidance trajectory is planned and updated iteratively by utilizing artificial potential field functions. Afterward, a discrete integral terminal sliding mode control algorithm is designed for the omnidirectional mobile robot such that the robot can track the planned trajectory accurately. Meanwhile, the stability of the control system is analyzed and guaranteed proved in the sense of Lyapunov. Last, simulations are executed in the scenarios of static obstacles and dynamic obstacles. The simulation results demonstrate the effectiveness and merits of the presented methods.
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