InPTC: Integrated Planning and Tube-Following Control for Prescribed-Time Collision-Free Navigation of Wheeled Mobile Robots

被引:0
|
作者
Shao, Xiaodong [1 ]
Zhang, Bin [2 ]
Zhi, Hui [2 ]
Romero, Jose Guadalupe [3 ]
Fan, Bowen [2 ]
Hu, Qinglei [1 ]
Navarro-Alarcon, David [2 ]
机构
[1] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
[2] Hong Kong Polytech Univ PolyU, Dept Mech Engn, Kowloon, Hong Kong 999077, Peoples R China
[3] Inst Tecnol Autonomode Mex ITAM, Dept Acad Ingn Elect & Elect, Mexico City 01080, Mexico
关键词
Collision avoidance; path planning; prescribed-time control; trajectory tracking; wheeled mobile robots (WMR); OBSTACLE AVOIDANCE; CONVEX;
D O I
10.1109/TMECH.2024.3486727
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, we propose a novel approach, called integrated planning and tube-following Control (InPTC), for prescribed-time collision-free navigation of wheeled mobile robots in a compact convex workspace cluttered with static, sufficiently separated, and convex obstacles. A path planner with prescribed-time convergence is presented based upon Bouligand's tangent cones and time scale transformation (TST) techniques, yielding a continuous vector field that can guide the robot from almost all initial positions in the free space to the designated goal at a prescribed time, while avoiding entering the obstacle regions augmented with a safety margin. By leveraging barrier functions and TST, we further derive a tube-following controller to achieve robot trajectory tracking within a prescribed time less than the planner's settling time. This controller ensures the robot moves inside a predefined "safe tube" around the reference trajectory, where the tube radius is set to be less than the safety margin. Consequently, the robot will reach the goal location within a prescribed time while avoiding collision with any obstacles along the way. The proposed InPTC is implemented on a Mona robot operating in an arena cluttered with obstacles of various shapes. Experimental results demonstrate that InPTC not only generates smooth collision-free reference trajectories that converge to the goal location at the preassigned time of 250 s (i.e., the required task completion time), but also achieves tube-following trajectory tracking with tracking accuracy higher than 0.01 m after the preassigned time of 150 s. This enables the robot to accomplish the navigation task within the required time of 250 s
引用
收藏
页数:12
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