Title :
Optimised fuzzy controller for improved comfort level during transitions in Cruise and Adaptive Cruise Control Vehicles
Author :
Sathiyan, S. Paul ; Kumar, S. Suresh ; Selvakumar, A. Immanuel
Author_Institution :
Dept. of Electr. & Electron. Eng., Karunya Univ., Coimbatore, India
Abstract :
Conventional controllers like Proportional Derivative (PD), Proportional Integral (PI) and Proportional Integral Derivative (PID) controllers were used in implementing Velocity Control Mode (VCM) in Cruise Control (CC) and Adaptive Cruise control (ACC) vehicles. Transition that occur in "resume mode" of CC and transitions that occur during switching from Distance Control Mode (DCM) to VCM for an ACC is considered primarily for the design of a controller. This transition creates the disturbance in the comfort level of the vehicle occupants. Disturbance above a predefined level may lead to rejection of such driver assistance systems by the user. The proposed optimized fuzzy controller using Genetic Algorithm (GA) has shown a better performance over the conventional CC system in terms of minimizing the jerk by controlling the acceleration within the comfortable level.
Keywords :
PD control; PI control; adaptive control; fuzzy control; genetic algorithms; motion control; particle swarm optimisation; road vehicles; three-term control; velocity control; DCM; GA; PD; PI; PID; VCM; adaptive cruise control vehicles; comfort level improvement; distance control mode; driver assistance systems; fuzzy controller optimization; fuzzy membership optimisation; genetic algorithm; jerk minimisation; particle swarm optimisation; proportional derivative controller; proportional integral controller; proportional integral derivative controller; resume mode; velocity control mode; Acceleration; Control systems; Educational institutions; Genetic algorithms; Lead; Optimization; Vehicles; Cruise Control; Fuzzy membership optimisation; Jerk minimisation; Particle Swarm Optomosation; Velocity Control;
Conference_Titel :
Signal Processing And Communication Engineering Systems (SPACES), 2015 International Conference on
Conference_Location :
Guntur
DOI :
10.1109/SPACES.2015.7058221