Title :
Designing PID and BELBIC controllers in path tracking and collision problem in automated highway systems
Author :
Jafarzadeh, S. ; Mirheidari, R. ; Motlagh, M. R Jahed ; Barkhordari, M.
Author_Institution :
Electr. Eng., Comput. Eng., Iran Univ. of Sci. & Technol., Tehran
Abstract :
This paper proposes a new intelligent control approach for path tracking and collision control of a vehicle used in automated highway systems. Brain emotional learning based intelligent controller (BELBIC) is an intelligent controller based on the model of emotional part of brain. A modified BELBIC controller has been applied to a sixth order model of the vehicle which should track any normal path. A model with the coupling terms between steering angle and traction force is considered. The simulation results of this controller has compared with a PID based controller. The policies for PID based and BELBIC controller are the same. Controller is designed for vehicle to accelerate according to distance from reference point and to steer according to direction of vector which is defined from vehicle to reference point. According to simulation results it can be seen that the performance of tracking improved using BELBIC controller.
Keywords :
automated highways; collision avoidance; control system synthesis; intelligent control; learning systems; road vehicles; three-term control; BELBIC controllers; PID controllers; automated highway systems; brain emotional learning based intelligent controller; collision control; collision problem; path tracking; steering angle; traction force; vehicle; Automated highways; Automatic control; Brain modeling; Control systems; Remotely operated vehicles; Road accidents; Robot control; Robotics and automation; Three-term control; Vehicle dynamics; Automated Highway Systems; BELBIC; Collision Contro; Path Tracking;
Conference_Titel :
Control, Automation, Robotics and Vision, 2008. ICARCV 2008. 10th International Conference on
Conference_Location :
Hanoi
Print_ISBN :
978-1-4244-2286-9
Electronic_ISBN :
978-1-4244-2287-6
DOI :
10.1109/ICARCV.2008.4795757