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International Journal of Automotive Technology > Volume 12(4); 2011 > Article
International Journal of Automotive Technology 2011;12(4): 571-577.
doi: https://doi.org/10.1007/s12239-011-0067-z
SLIDING-MODE-BASED PARAMETER IDENTIFICATION WITH APPLICATION TO TIRE PRESSURE AND TIRE–ROAD FRICTION
D.-J. LEE, Y.-S. PARK
KAIST
ABSTRACT
This paper presents a method of simultaneous estimation of tire pressure and tire?road friction. A sliding-mode scheme is designed to identify the system state and the parameter variation of a torsional tire system, which greatly depend on the change in tire pressure. Then, the recursive least-squares method with a forgetting facto is used to estimate the parameter variations of the tire system and the tire?road friction force without a friction model using the information retrieved from the equivalent input for sliding motion. A simulation study is performed to illustrate the effectiveness of the proposed method.
Key Words: Sliding-mode observer, Recursive least-squares method, Tire torsion model, TPMS
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