论文标题

一种基于差异几何形状的新颖辅助控制器

A Novel Assistive Controller Based on Differential Geometry for Users of the Differential-Drive Wheeled Mobile Robots

论文作者

Tafrishi, Seyed Amir, Ravankar, Ankit A., Salazar, Jose, Hirata, Yasuhisa

论文摘要

某些车轮移动机器人,例如电动轮椅,可以通过用户的间接操纵杆控制来运行。当用户确定车辆方向和速度时,正确的转向角将成为必不可少的,尤其是对于差速器车辆,由于车辆速度和方向仅使用两个致动轮控制。当用户应实现复杂曲线时,此问题变得更具挑战性。需要一个具有安全限制的新型辅助控制器来解决这些问题。同样,经典的控制方法大多需要事先使用所需的状态,这完全与人类在所需位置的自发决定完全矛盾。在这项工作中,我们基于差异几何形状制定了一种新颖的辅助控制策略,仅依靠操纵杆输入和控制器不需要任何所需状态的车辆状态。我们首先要在虚拟车轮和飞机的接触点上解释车辆运动学和设计的Darboux框架运动学。接下来,使用Darboux框架运动学的几何控制器旨在在某些安全限制下具有平滑轨迹。我们在不同参与者中实验我们的方法,并评估其在各种途径中的表现。

Certain wheeled mobile robots e.g., electric wheelchairs, can operate through indirect joystick controls from users. Correct steering angle becomes essential when the user should determine the vehicle direction and velocity, in particular for differential wheeled vehicles since the vehicle velocity and direction are controlled with only two actuating wheels. This problem gets more challenging when complex curves should be realized by the user. A novel assistive controller with safety constraints is needed to address these problems. Also, the classic control methods mostly require the desired states beforehand which completely contradicts human's spontaneous decisions on the desired location to go. In this work, we develop a novel assistive control strategy based on differential geometry relying on only joystick inputs and vehicle states where the controller does not require any desired states. We begin with explaining the vehicle kinematics and our designed Darboux frame kinematics on a contact point of a virtual wheel and plane. Next, the geometric controller using the Darboux frame kinematics is designed for having smooth trajectories under certain safety constraints. We experiment our approach with different participants and evaluate its performance in various routes.

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