移动机器人避障模糊控制器

Piretc Pub Date : 2023-08-25 DOI:10.36962/piretc27062023-150
Mahabbat Khudaverdiyeva, Elvin Yusubov Mahabbat Khudaverdiyeva, Elvin Yusubov, Ismayil Sadigli Ismayil Sadigli
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引用次数: 0

摘要

本文提出了一种基于MAMDANI模糊推理系统的移动机器人。移动机器人配备了三对HC-SR04超声波传感器,用于检测机器人与障碍物之间的距离。STM32F4微控制器平台内置模糊控制器,为安装在机器人各轮上的直流电机产生驱动信号。为了实现避障,必须安装一个能够检测机器人与障碍物之间距离的传感器,以便控制器可以计算并确定发送给机器人执行器的适当控制信号。为了实现这一目标,机器人可以以恒定速度或可变速度进行运动。当机器人与障碍物之间的距离太远时,速度就太快了。然后,随着距离障碍物的增加,速度降低。这种控制机制可以通过安装在控制器中的某些控制方法来实现。从超声波传感器获得的数据被表示为语言变量,在模糊集中表示每个车轮的运动速度。设计了一种基于规则表的模糊控制器的机器人,使其具有不间断运动和避障能力。关键词:STM32F4单片机,模糊逻辑,模糊推理系统,移动机器人,避障
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A FUZZY CONTROLLER FOR A MOBILE ROBOT WITH OBSTACLE AVOIDANCE
This research paper presents a mobile robot based on the MAMDANI fuzzy inference system. The mobile robot is equipped with three pairs of HC-SR04 ultrasonic sensors to detect the distance between the robot and obstacles. A fuzzy logic controller is built into the STM32F4 microcontroller platform to generate the actuation signal for the DC motor mounted on each robot wheel. To perform obstacle avoidance, a sensor capable of detecting the distance between the robot and the obstacle must be installed so that the controller can calculate and determine the appropriate control signal to send to the robot's actuator. In achieving this goal, the robot can perform movements at a constant speed or at a variable speed. When the distance between the robot and the obstacle is too far, the speed is too fast. Then, as the distance to the obstacle increases, the speed decreases. Such a control mechanism can be implemented with certain control methods installed in the controller. The data obtained from the ultrasonic sensors are expressed as linguistic variables that indicate the speed of movement of each wheel in fuzzy sets. A robot with a fuzzy logic controller based on a rule table is designed to achieve uninterrupted motion with obstacle avoidance capability. Keywords: STM32F4 microcontroller, Fuzzy logic, Fuzzy inference system, mobile robot, obstacle avoidance.
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