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

This paper 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.

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Publication Details

Journal
IEEE Robotics and Automation Letters
Published
2025-06-19
DOI
https://doi.org/10.1109/lra.2025.3581084
Primary Topic
Robotic Locomotion and Control
Type
article
Field-Weighted Citation Impact
0.00
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article

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

Liang Ding, Chenghua Tian, Haibo Gao, Chuan Zhou et al.
IEEE Robotics and Automation Letters
Robotic Locomotion and Control
article

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

Liang Ding, Chenghua Tian, Haibo Gao, Chuan Zhou, Junlong Guo, Nan Li
article en

Abstract

This paper 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.

IEEE Robotics and Automation LettersVol. 10(8)
Minzu University of China (CN), Harbin Institute of Technology (CN), Beijing Research Institute of Automation for Machinery Industry (China) (CN), State Key Laboratory of Robotics and Systems (CN)
Openalex Percentile: Top 87%
Robotic Locomotion and Control
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