An ANFIS controller for vision-based lateral vehicle control system

被引:0
|
作者
Saifizul, A. A. [1 ]
Zainon, M. Z. [1 ]
Abu Osman, N. A. [2 ]
机构
[1] Univ Malaya, Dept Mech Engn, Kuala Lumpur 50603, Malaysia
[2] Univ Malaya, Dept Biomed Engn, Kuala Lumpur 50603, Malaysia
关键词
adaptive network fuzzy inference system; vehicle lateral control; vision system;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a controller based on an adaptive network fuzzy inference system (ANFIS) for vision-based lateral vehicle control system. The lateral error and relative yaw angle between vehicle longitudinal road tangent directions at certain look-ahead distance are assumed to be measured by vision system and applied to the controller. The fuzzy controller is implemented with ANFIS architecture, which can formalize a systematic approach to generate the fuzzy rule and membership function. Simulation results show that the proposed controller for vision-based vehicle lateral control system is able to make the lateral error and yaw error within the acceptance level.
引用
收藏
页码:915 / +
页数:2
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