Title :
A new fuzzy speed planning method for safe navigation
Author :
Sezer, V. ; Ercan, Z. ; Heceoglu, H. ; Bogosyan, S. ; Gokasan, M.
Author_Institution :
Fac. of Electr. & Electron. Eng., Istanbul Tech. Univ., Istanbul, Turkey
Abstract :
This paper introduces a new speed planning strategy for autonomous navigation. Speed planning can be done considering lots of parameters using offline path planning strategies. However, in an obstacle avoidance scenario, which can be thought of as a dynamic path planning, avoidance strategy must work fast. That is why previous strategies generally concentrate only on steering maneuvers for obstacle avoidance. This paper concentrates on the speed planning part of the obstacle avoidance strategy. To this aim, a new fuzzy approach is developed for on-line speed planning with its purely reactive nature. Methodic simulations are carried out to verify and demonstrate the effectiveness of the new method over previous methods. The maneuver strategy for obstacle avoidance is the artificial potential field method.
Keywords :
automated highways; collision avoidance; fuzzy set theory; velocity control; autonomous navigation; avoidance strategy; dynamic path planning; fuzzy approach; fuzzy speed planning; obstacle avoidance; offline path planning; online speed planning; safe navigation; steering maneuvers; Collision avoidance; Mathematical model; Planning; Robots; Trajectory; Vehicle dynamics; Vehicles;
Conference_Titel :
Vehicular Electronics and Safety (ICVES), 2012 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4673-0992-9
DOI :
10.1109/ICVES.2012.6294308