Fuzzy modular autonomous intelligent cruise control (AICC) system

被引:0
|
作者
Jarrah, MA
Shaout, A
机构
[1] Amer Univ Sharjah, Sch Engn, Sharjah, U Arab Emirates
[2] Univ Michigan, Dept Elect & Comp Engn, Dearborn, MI 48128 USA
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An autonomous intelligent cruise control system was designed and simulated based on measured relative distance, speed, and acceleration. These constitute the fuzzy inputs. The results have shown that the system can be robust to noisy distance measurements and modular in structure to ease its implementation. A simple way of estimating the road condition was developed, implemented and tested in simulation. The results show that based on the measured relationship between the deceleration and brake pressure, the brake pressure output gain can be adjusted to prevent lock up of the tires and the consequent loss of stability. Two controller implementations were tested. ne first one is based on heuristic knowledge of the system using Mamdani inference system. The second model was based on offline adaptive neuro-fuzzy controller model.
引用
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页码:121 / 134
页数:14
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