Koopman operator-based driver-vehicle dynamic model for shared control systems

Applied Mathematical Modelling(2023)

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摘要
•Koopman operator theory is used to establish an explicit control-oriented driver-vehicle dynamic model.•An online hybrid delay-embedded extended dynamic mode decomposition algorithm is proposed.•Time-delay characteristic of driver-vehicle system dynamics is considered.•Multiple local Koopman driver models are constructed to improve driver modelling accuracy.•The Koopman driver model is updated online to capture the driver’s adaptive behaviour.
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关键词
Driver-vehicle model,Driver behaviour modelling,Shared control,Driver-automation interaction,Koopman operator
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