Estimation of Slip Ratio and Side Slip Angle of Wheeled Planetary Rovers Based on Trace Imprint

IF 4.6 2区 计算机科学 Q2 ROBOTICS
Nan Li;Junlong Guo;Liang Ding;Chenghua Tian;Chuan Zhou;Haibo Gao
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引用次数: 0

Abstract

This letter proposes a method to estimate the wheel slip ratio and side slip angle of wheeled rovers by processing images of wheel trace imprints. The proposed method extracts structural features from trace imprint images, such as the trace unit, trace contour, and angle between the centerline of the trace unit and contour. The relationships between the structural trace imprint features and the wheel slip ratio and side slip angle have been revealed after a study of the underlying mechanism of trace imprint formation, with consideration of the kinematics of the wheel lug and lug-soil interaction. These relationships are then used to estimate wheel slip ratio and side slip angle. Compared with the existing estimation methods, the proposed method can estimate longitudinal slippage and lateral drift simultaneously that typically occur in planetary rovers during traverse of cross slopes. The effectiveness of the proposed method has been demonstrated by experiments using a rover wheel test-bed under various conditions.
基于轨迹印记的轮式行星探测车滑移比和侧滑角估计
本文提出了一种利用车轮痕迹图像估计轮式探测车车轮滑移率和侧滑角的方法。该方法从印痕图像中提取痕迹单元、痕迹轮廓、痕迹单元中心线与轮廓之间的夹角等结构特征。在考虑车轮凸缘和车轮与土壤相互作用的基础上,研究了车轮滑移率和侧滑角与结构痕迹特征之间的关系。这些关系然后被用来估计轮滑比和侧滑角。与现有的估计方法相比,该方法可以同时估计行星漫游者在穿越横坡时通常发生的纵向滑移和横向漂移。在漫游车轮式试验台上进行了各种工况下的实验,验证了该方法的有效性。
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来源期刊
IEEE Robotics and Automation Letters
IEEE Robotics and Automation Letters Computer Science-Computer Science Applications
CiteScore
9.60
自引率
15.40%
发文量
1428
期刊介绍: The scope of this journal is to publish peer-reviewed articles that provide a timely and concise account of innovative research ideas and application results, reporting significant theoretical findings and application case studies in areas of robotics and automation.
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