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Vehicle Sideslip Angle Estimation Method and Apparatus Using an Integrated Deep Ensemble-Kalman Filter
Vehicle Sideslip Angle Estimation Method and Apparatus Using an Integrated Deep Ensemble-Kalman Filter
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机译:集成深度集成卡尔曼滤波的车辆侧滑角估计方法及装置
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摘要
A method and apparatus for estimating a vehicle side slip angle in a method in which a deep ensemble and a Kalman filter are integrated are presented. According to an embodiment, an apparatus for estimating a side slip angle of a vehicle includes: a sensor information acquisition unit that acquires sensor information from a vehicle; A deep ensemble-based artificial neural network that receives the sensor information obtained from the sensor information acquisition unit and estimates a predicted value; And a model-based observer that considers the predicted value estimated by the deep ensemble-based artificial neural network as sensor information obtained from a virtual sensor, receives the predicted value and estimates a sideslip angle value. I can.
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