Title :
A comprehensive strategy for longitudinal vehicle control with fuzzy supervisory expert system
Author :
Kachroo, Pushkin ; Tomizuka, Masayoshi ; Agogino, Alice M.
Author_Institution :
Center for Transp. Res., Virginia Polytech. Inst. & State Univ., Blacksburg, VA, USA
Abstract :
The main objectives of vehicle motion control on an automated highway system are stable and safe automatic longitudinal and/or lateral path following in a platoon of vehicles. Various controllers can be used to satisfy the same objectives, but they may require different variables to be sensed or different conditions to be met. Supervision can select a controller and switch to a different controller depending on the conditions. Specifically, a fuzzy supervisory expert system checks for various system conditions and chooses a controller from PID, PI, sliding mode and a fuzzy controller or gives a distress signal. The choice between PID and PI controllers is based on the availability of the error derivative. Robust and complex sliding mode control can counter the external disturbances which the PID and PI controllers cannot handle. The fuzzy controller is used when the sensors are not working perfectly but the sensor values are still reliable enough to define corresponding fuzzy linguistic variables
Keywords :
automated highways; expert systems; fuzzy control; motion control; road vehicles; robust control; three-term control; two-term control; variable structure systems; PI control; PID control; automated highway system; distress signal; error derivative; fuzzy controller; fuzzy supervisory expert system; lateral path following; longitudinal path following; longitudinal vehicle control; sliding mode; vehicle motion control; Automatic control; Control systems; Fuzzy control; Fuzzy systems; Hybrid intelligent systems; Road vehicles; Sliding mode control; Switches; Three-term control; Vehicle safety;
Conference_Titel :
Systems, Man and Cybernetics, 1995. Intelligent Systems for the 21st Century., IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-2559-1
DOI :
10.1109/ICSMC.1995.537857