Real-time obstacle avoidance for multiple mobile robots

被引:52
作者
Fahimi, Farbod [1 ]
Nataraj, C. [2 ]
Ashrafiuon, Hashem [2 ]
机构
[1] Univ Alberta, Dept Mech Engn, Edmonton, AB T6G 2G8, Canada
[2] Villanova Univ, CENDAC, Villanova, PA 19085 USA
关键词
Trajectory planning; multiple robots; obstacle avoidance; potential field method; harmonic potentials; panel method; MOTION;
D O I
10.1017/S0263574708004438
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
An efficient, simple, and practical real time path planning method for multiple mobile robots in dynamic environments is introduced. Harmonic potential functions are utilized along with the panel method known in fluid mechanics. First, a complement to the traditional panel method is introduced to generate a more effective harmonic potential field for obstacle avoidance in dynamically changing environments. Second, a group of mobile robots working in ail environment containing stationary and moving obstacles is considered. Each robot is assigned to move from its current position to a goal position. The group is not forced to maintain a formation during the motion. Every robot considers the other robots of the group as moving obstacles and hence the physical dimensions of the robots are also taken into account. The path of each robot is planned based on the changing position of the other robots and the position of stationary and moving obstacles. Finally, the effectiveness of the scheme is shown by modeling an arbitrary number of mobile robots and the theory is validated by several computer simulations and hardware experiments.
引用
收藏
页码:189 / 198
页数:10
相关论文
共 37 条
[11]   Dynamic motion planning for mobile robots using potential field method [J].
Ge, SS ;
Cui, YJ .
AUTONOMOUS ROBOTS, 2002, 13 (03) :207-222
[12]   A 3-LAYERED HIERARCHICAL PATH CONTROL-SYSTEM FOR MOBILE ROBOTS - ALGORITHMS AND EXPERIMENTS [J].
GULDNER, J ;
UTKIN, VI ;
BAUER, R .
ROBOTICS AND AUTONOMOUS SYSTEMS, 1995, 14 (2-3) :133-147
[13]  
Gulec N, 2005, LECT NOTES COMPUT SC, V3733, P422
[14]  
HIROTA K, 1995, PROCEEDINGS OF 1995 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOL 5, P91, DOI 10.1109/FUZZY.1995.410050
[15]   ON THE COMPLEXITY OF MOTION PLANNING FOR MULTIPLE INDEPENDENT OBJECTS - PSPACE-HARDNESS OF THE WAREHOUSEMANS PROBLEM [J].
HOPCROFT, JE ;
SCHWARTZ, JT ;
SHARIR, M .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1984, 3 (04) :76-88
[16]  
Jing XJ, 2005, 2005 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS, P364
[17]   Decentralized control of autonomous swarm systems using artificial potential functions: Analytical design guidelines [J].
Kim, DH ;
Wang, HO ;
Ye, GH ;
Shin, SC .
2004 43RD IEEE CONFERENCE ON DECISION AND CONTROL (CDC), VOLS 1-5, 2004, :159-164
[18]   REAL-TIME OBSTACLE AVOIDANCE USING HARMONIC POTENTIAL FUNCTIONS [J].
KIM, JO ;
KHOSLA, PK .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1992, 8 (03) :338-349
[19]  
Kuethe A.M., 1986, FDN AERODYNAMICS BAS
[20]  
Latombe J.-C., 2012, Robot motion planning, V124