Control Barrier Function based on Point Cloud for Human Assist Control

被引:0
作者
Kimura, Shunsuke [1 ]
机构
[1] Shimizu Corp, Inst Technol, Tokyo, Japan
来源
IECON 2020: THE 46TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY | 2020年
关键词
Nonlinear system; Human assist control; Control barrier function; Collision avoidance; DYNAMIC WINDOW APPROACH; OBSTACLE AVOIDANCE;
D O I
10.1109/iecon43393.2020.9254808
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Human assist control has also attracted much attention for a system driven by a human operator in recent years. Human assist controllers based on control barrier functions has been proposed. Control barrier functions enable the actual system input to satisfy safety requirements. In this research, we propose a human assist control method using a control barrier function for collision-free locomotion. Especially, this paper focuses on direct use of point cloud data obtained from a laser range scanner. As a result, the proposed controller achieves both collision avoidance and severe approaching to obstacles. Furthermore, it can also take account of the robot shape.
引用
收藏
页码:2645 / 2650
页数:6
相关论文
共 12 条
[1]   Control Barrier Function Based Quadratic Programs for Safety Critical Systems [J].
Ames, Aaron D. ;
Xu, Xiangru ;
Grizzle, Jessy W. ;
Tabuada, Paulo .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 62 (08) :3861-3876
[2]  
Borrmann Urs, 2015, IFAC - Papers Online, V48, P68, DOI 10.1016/j.ifacol.2015.11.154
[3]   Obstacle Avoidance for Low-Speed Autonomous Vehicles With Barrier Function [J].
Chen, Yuxiao ;
Peng, Huei ;
Grizzle, Jessy .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2018, 26 (01) :194-206
[4]   The dynamic window approach to collision avoidance [J].
Fox, D ;
Burgard, W ;
Thrun, S .
IEEE ROBOTICS & AUTOMATION MAGAZINE, 1997, 4 (01) :23-33
[5]  
IGARASHI M, 2019, P IFAC S NONL CONTR, V52, P735, DOI DOI 10.1016/J.IFACOL.2019.12.050
[6]   Control Barrier Functions for Signal Temporal Logic Tasks [J].
Lindemann, Lars ;
Dimarogonas, Dimos V. .
IEEE CONTROL SYSTEMS LETTERS, 2019, 3 (01) :96-101
[7]   A convergent dynamic window approach to obstacle avoidance [J].
Ögren, P ;
Leonard, NE .
IEEE TRANSACTIONS ON ROBOTICS, 2005, 21 (02) :188-195
[8]   A framework for worst-case and stochastic safety verification using barrier certificates [J].
Prajna, Stephen ;
Jadbabaie, Ali ;
Pappas, George J. .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2007, 52 (08) :1415-1428
[9]   Stabilization with guaranteed safety using Control Lyapunov-Barrier Function [J].
Romdlony, Muhammad Zakiyullah ;
Jayawardhana, Bayu .
AUTOMATICA, 2016, 66 :39-47
[10]  
Saito M, 2019, IEEE IND ELEC, P430, DOI 10.1109/IECON.2019.8927572