Title :
Implementation of FPGA based fuzzy PI approximate control for automatic cruise control system
Author :
Maji, Pallab ; Patra, Sarat Kumar ; Mahapatra, Kamalakanta
Author_Institution :
Dept. of Electron. & Commun. Eng, Nat. Inst. of Technol., Rourkela, India
Abstract :
Fuzzy logic systems are widely used in literature for heuristic knowledge based system operation. However most of these systems operate on multiple input to provide a single output. In this paper we have introduced a scheme for implementation of single input single output (SISO) fuzzy logic approximation of PI controller to control a two input single output (TISO) system. In most systems controlled by PI or PID controllers, there exists to input variable namely error (e) and change in error (Δe). However, there exists an opportunity to view these controllers as SISO system as Δ e = f(e), hence it is eventually resource effective to approximate these controllers using single input fuzzy variable. This paper introduces this concept and implements it on a model of Automatic Cruise Control (ACC) in an inclined plane with effect of multiple disturbance forces.
Keywords :
PI control; field programmable gate arrays; fuzzy control; transport control; FPGA; automatic cruise control system; fuzzy PI approximate control; fuzzy logic systems; inclined plane; single input fuzzy variable; single input single output fuzzy logic approximation; Approximation methods; Computational modeling; Control systems; Force; Fuzzy logic; Hardware; Software packages; FPGA; Heuristic Control; Intelligent System; Microblaze; Programmable Controller; Real time system;
Conference_Titel :
Circuits, Communication, Control and Computing (I4C), 2014 International Conference on
Print_ISBN :
978-1-4799-6545-8
DOI :
10.1109/CIMCA.2014.7057790