Transactions of Society of Automotive Engineers of Japan
Online ISSN : 1883-0811
Print ISSN : 0287-8321
ISSN-L : 0287-8321
Research Paper
Evaluation of Vehicle Prediction Models for Model Predictive Path-Tracking Control
Mizuho AokiKohei HondaHiroyuki OkudaTatsuya Suzuki
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2022 Volume 53 Issue 3 Pages 687-692

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Abstract
While MPC is a promising method of vehicle control, its performance is greatly affected by the accuracy of the prediction model. In addition, the prediction accuracy of existing vehicle models depends on the driving speed range. Therefore, this study proposes a new model and compares the control performance of MPC using candidate models on a simple path-tracking simulation over a wide driving speed range.
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© 2022 Society of Automotive Engineers of Japan, Inc.
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