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Modeling wheeled locomotion in granular media using 3D-RFT and sand deformation

Qishun Yu, Catherine Pavlov, Wooshik Kim, Aaron M. Johnson

Journal of Terramechanics, Volume 115, 2024, 100987, ISSN 0022-4898

https://doi.org/10.1016/j.jterra.2024.100987.(https://www.sciencedirect.com/science/article/pii/S0022489824000296)

Abstract: Modeling the wheel-soil interaction of small-wheeled robots in granular media is important for robot design and control. A wide range of applications, from earthmoving for construction and farming vehicles to navigating rough terrain for Mars rovers, motivate the need for a model that can predict the force response of a wheel and the terrain shape afterward. More importantly, the speed, accuracy, and generality of the model should be considered for real-world applications. In this paper, we offer a straightforward sand deformation simulator to simulate the soil surface and integrate it with 3D-RFT in order to capture the soil motion caused by the wheel. The proposed method is able to: (1) estimate three-dimensional interaction forces of arbitrarily shaped wheels traveling in granular media; (2) simulate the soil displacement from the trajectory; and (3) perform the force calculation in real-time at 60 Hz.

Keywords: Wheel-soil interaction; Resistive force theory; Sand deformation model