A terramechanics-based dynamic model for motion control of unmanned tracked vehicles

Zhang, Ruizeng, Zhou, Wei, Liu, Haiou, Gong, Jianwei, Chen, Huiyan and Khajepour, Amir 2024. A terramechanics-based dynamic model for motion control of unmanned tracked vehicles. IEEE Transactions on Intelligent Vehicles 10.1109/TIV.2024.3406582

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Abstract

Existing terramechanics-based dynamic models for tracked vehicles (TRVs) are widely used in dynamics analysis. However, these models are incompatible with model-based controller design due to their high complexity and computational costs. This study presents a novel and simplified terramechanics-based dynamic model for TRVs that can be used in optimization-based real-time motion controller design. To this end, we approximated the track-ground interactions with an averaged term of the track-ground shear stresses to make the model computationally efficient and linearizable. By introducing the concepts of slip ratio and slip angle in the field of wheeled vehicles, the terramechanics-based dynamic model was finally simplified into a compact and practical single-track dynamic model reducing the demand for precise slip ratio measurements. The single-track model enables us to design an efficient motion control scheme by considering lateral and longitudinal dynamics separately. Finally, the proposed dynamic model was verified and validated under various road conditions using a real TRV. Additionally, the performance of different models was compared in simulation as an example to demonstrate that the proposed model outperforms the existing ones in TRV path-following tasks.

Item Type:	Article
Date Type:	Published Online
Status:	In Press
Schools:	Computer Science & Informatics
Publisher:	Institute of Electrical and Electronics Engineers
ISSN:	2379-8904
Date of First Compliant Deposit:	30 May 2024
Date of Acceptance:	23 May 2024
Last Modified:	15 Jun 2024 03:48
URI:	https://orca.cardiff.ac.uk/id/eprint/169326

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