DocumentCode
1715153
Title
Fuzzy automated braking system for collision prevention
Author
Bonissone, Piero P. ; Aggour, Kareem S.
Author_Institution
GE Corporate Res. & Dev., Schenectady, NY, USA
Volume
2
fYear
2001
Firstpage
757
Abstract
Many automobile accidents could be avoided if the correct amount of brake pressure had been applied at the proper time. In this paper we propose the use of a fuzzy control system that could be embedded in an automobile to remove the driver´s reaction time from the situation. The system, consisting of two fuzzy controllers connected in cascade, analyzes possible accident situations based on the vehicle separation distance, their relative velocity and a static friction coefficient that represents the road conditions. The controller determines the sufficient brake pressure required to prevent collisions while providing a smooth ride for the vehicle´s passengers. This smooth performance was achieved by using genetic algorithms to tune the fuzzy controllers´ parameters.
Keywords
braking; controllers; fuzzy control; genetic algorithms; automobile accidents; brake pressure; collision prevention; friction coefficient; fuzzy automated braking system; fuzzy control system; fuzzy controllers; genetic algorithms; Automobiles; Control systems; Friction; Fuzzy control; Fuzzy systems; Genetic algorithms; Pressure control; Road accidents; Road vehicles; Velocity control;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Print_ISBN
0-7803-7293-X
Type
conf
DOI
10.1109/FUZZ.2001.1009065
Filename
1009065
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