球形机器人在不规则表面上滚动的控制

IF 0.7 4区 计算机科学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING Journal of Universal Computer Science Pub Date : 2023-10-28 DOI:10.3897/jucs.89703
Sergio-Daniel Sanchez-Solar, Gustavo Rodriguez-Gomez, Jose Martinez-Carranza
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引用次数: 0

摘要

摆驱动球形机器人是一种通过控制纵向运动和横向运动两个电机来实现运动的球形机器人。这种结构使机器人成为一个非完整系统,这阻碍了它直接向目标导航。此外,控制其在倾斜的不规则表面上的运动也是一个没有受到太多关注的问题。在这项工作中,我们通过提出一种使用PID控制器控制两个电机的方法来解决这两个问题。然而,我们建议使用纵向控制器的随机信号来调整控制器的增益,因为通过改变电机的转矩,机器人更容易受到不稳定的影响,并结合经典的增益调整方法用于第二个控制器。我们的研究结果表明,这使得机器人能够在倾斜的不规则表面上进行运动。我们还建议使用半圆轨迹来规划机器人的运动,即使在倾斜的不规则表面上移动也能成功到达目标。我们在Webots模拟器中进行了实验,表明我们的方法在达到接近0的沉降时间时不会超调。这些结果优于Ziegler-Nichols PID控制器。
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Control of a Spherical Robot Rolling Over Irregular Surfaces
Pendulum-Driven Spherical Robots are a type of spherical robot whose motion is achieved by controlling two motors for longitudinal and lateral motion. This configuration makes the robot a non-holonomic system, which impedes it from navigating directly towards a target. In addition, controlling its motion on inclined irregular surfaces is also an issue that has not received much attention. In this work, we addressed these two issues by proposing a methodology to con-trol both motors using PID controllers. However, we propose tuning the controller’s gains using stochastic signals for the longitudinal controller because by varying the motor’s torque, the robot is more susceptible to destabilization in combination with a classical gain tuning methodology for the second controller. Our results indicate that this enables the robot to perform motion on inclined irregular surfaces. We also propose using semicircular trajectories to plan the robot’s motion to reach a target successfully even when moving on inclined irregular surfaces. We have carried out experiments in the Webots simulator, showing that our approach does not overshoot while reaching a settling time of almost 0. These results outperform the Ziegler-Nichols PID controller.
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来源期刊
Journal of Universal Computer Science
Journal of Universal Computer Science 工程技术-计算机:理论方法
CiteScore
2.70
自引率
0.00%
发文量
58
审稿时长
4-8 weeks
期刊介绍: J.UCS - The Journal of Universal Computer Science - is a high-quality electronic publication that deals with all aspects of computer science. J.UCS has been appearing monthly since 1995 and is thus one of the oldest electronic journals with uninterrupted publication since its foundation.
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