Title :
Potential Field Based Immune Network for Dynamic Motion Planning of Mobile Robots
Author :
Luh, Guan-Chun ; Liu, Wei-Wen
Author_Institution :
Dept. of Mech. Eng., Tatung Univ., Taiperi
Abstract :
This paper proposes a potential filed immune network for dynamic navigation of mobile robots in an unknown environment with moving obstacles and targets. The velocity obstacle method is utilized to determine imminent obstacle collision of a robot moving in the time-varying environment. The response of the overall immune network is derived by the aid of fuzzy system. Simulation results are presented to verify the effectiveness of the proposed methodology in unknown environments with single and multiple moving obstacles.
Keywords :
collision avoidance; fuzzy systems; mobile robots; dynamic motion planning; dynamic navigation; fuzzy system; imminent obstacle collision; mobile robots; moving obstacles; potential field based immune network; velocity obstacle method; Defense industry; Hospitals; Immune system; Intelligent agent; Mechanical engineering; Mobile robots; Motion planning; Robotics and automation; Service robots; Time varying systems;
Conference_Titel :
Strategic Technology, The 1st International Forum on
Conference_Location :
Ulsan
Print_ISBN :
1-4244-0426-6
Electronic_ISBN :
1-4244-0427-4
DOI :
10.1109/IFOST.2006.312275