Title :
Autonomous navigation for mobile robot based on a sonar ring and its implementation
Author :
Qian, Kui ; Song, Aiguo
Author_Institution :
Sch. of Instrum. Sci. & Eng., Southeast Univ., Nanjing, China
Abstract :
To solve the local trap problems in traditional mobile robot navigation strategy, a algorithm is proposed for mobile robot based on a sonar ring to realize the navigation in an unknown and complex environment. An obstacle avoidance behavior based on Fuzzy logic control and wall-following are presented on the base of building models of sonar data. Using FSM(finite state machine), the navigation status of mobile robot transfer when the information of environment changes, and a corresponding strategy is chosen to realize the navigation task. This algorithm can effectively solve the local trap problems in traditional mobile robot navigation strategy. Experiments on the Pioneer 3DX mobile robot are conducted to evaluate the performance of the algorithm, and good results are obtained.
Keywords :
collision avoidance; finite state machines; fuzzy control; mobile robots; sonar; FSM; Pioneer 3DX mobile robot; autonomous navigation; finite state machine; fuzzy logic control; local trap problems; mobile robot navigation strategy; obstacle avoidance behavior; sonar ring; wall-following; Mobile robots; Robot sensing systems; Sonar; Sonar navigation; finite state machine (FSM); fuzzy logic control; mobile robot; navigation; wall-following;
Conference_Titel :
Instrumentation and Control Technology (ISICT), 2012 8th IEEE International Symposium on
Conference_Location :
London
Print_ISBN :
978-1-4673-2615-5
DOI :
10.1109/ISICT.2012.6291646