An Experimental Study on Controlling and Obstacle Avoidance of a Four Mecanum Wheeled Robot

Parastoo Azizinezhad, Rasoul Sadeghian, Mehdi Tale Masouleh
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引用次数: 3

Abstract

This paper presents the process of designing a Fuzzy-PID controller and its implementation on a four Mecanum-wheeled robot. The aforementioned robot can be controlled manually and autonomously. A remote joystick is used for manual controlling of the robot under study. The Fuzzy-PID controller is applied in order to synchronize the proposed robot motors. In the aforesaid controller, the Fuzzy logic are used as tuner of the PID controller coefficients. According to the experimental results, which are obtained based on implementing the proposed Fuzzy-PID controller on the designed four Mecanum-wheeled robot, the proposed controller performance in terms of synchronizing the aforementioned robot's Dc-encoder motors is acceptable. The deviation value of the robot from the desired path is reduced significantly. Furthermore, based on implementing the proposed Fuzzy-PID controller on the robot under study, its the performance in term of steering is improved. Moreover, for the obstacle avoidance task, based on the ultrasonic sensors which are set on the proposed robot, the Fuzzy logic are used. The experimental results revealed that the aforementioned robot performance in terms of obstacle avoidance based on the Fuzzy logic implementation by means of ultrasonic sensors is acceptable. The robot passes the obstacles based on the defined safe distance accurately.
四机构轮式机器人控制与避障实验研究
本文介绍了一种模糊pid控制器的设计过程及其在四轮式机械机器人上的实现。上述机器人可以手动和自主控制。遥控操纵杆用于对所研究的机器人进行手动控制。采用模糊pid控制器实现机器人电机的同步。在上述控制器中,模糊逻辑被用作PID控制器系数的调谐器。通过对所设计的四个机械轮式机器人进行模糊pid控制器的实验,实验结果表明,所设计的控制器在同步上述机器人直流编码器电机方面的性能是可以接受的。机器人与期望路径的偏差值显著减小。此外,基于所提出的模糊pid控制器在研究机器人上的实现,提高了机器人的转向性能。此外,对于避障任务,基于机器人上设置的超声波传感器,采用模糊逻辑。实验结果表明,基于超声波传感器模糊逻辑实现的机器人避障性能是可以接受的。机器人根据设定的安全距离准确通过障碍物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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