Fuzzy truck control scheme for obstacle avoidance

被引:7
|
作者
Kim, Do-Hyeon [1 ]
Kim, Kwang-Baek [2 ]
Cha, Eui-Young [1 ]
机构
[1] Pusan Natl Univ, Dept Comp Engn, Pusan 609735, South Korea
[2] Silla Univ, Div Comp & Informat Engn, Pusan 617736, South Korea
来源
NEURAL COMPUTING & APPLICATIONS | 2009年 / 18卷 / 07期
关键词
Fuzzy truck; Fuzzy control; Obstacle avoidance; Truck backer-upper;
D O I
10.1007/s00521-008-0209-z
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The fuzzy system can be a good solution when a mathematical model of the system is either unavailable or too complex. Truck backer-upper control problem is one example of a standard highly nonlinear control problem. Bearing this in mind the control scheme that considers obstacles near the truck is much more complex than other conventional approaches. In this paper a fuzzy truck control system for obstacle avoidance, using newly designed 33 fuzzy inference rules for steering control and 13 rules for speed control, is proposed. Through simulations of various real world situations, we observed that the proposed fuzzy controller could drive the truck to the goal smoothly while avoiding the obstacles, and showed a reasonably good trajectory. This flexible and applicable fuzzy control logic can be adapted to provide easy interaction with the driver for state-of-the-art intelligent cruise control systems.
引用
收藏
页码:801 / 811
页数:11
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