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AUGMENTED FORWARD COLLISION WARNING SYSTEM AND METHOD BASED ON PREDICTION OF VEHICLE BRAKING DISTANCE

机译:基于预测车辆制动距离的前撞预警系统和方法

摘要

The present invention provides a reinforced forward collision warning system using vehicle braking distance prediction and a method thereof which improve reliability. According to an embodiment of the present invention, the reinforced forward collision warning method using vehicle braking distance prediction comprises: a step of predicting a braking distance by a vehicle braking distance predictor (VBDP) learned using a neural network (NN) from driving data; a step of calculating a braking distance from a vehicle braking distance model (VBDM) of a forward collision warning system (FCWS); and a step of comparing the predicted braking distance of the vehicle braking distance predictor (VBDP) and the braking distance calculated from the vehicle braking distance model (VBDM) of the forward collision warning system (FCWS) to determine whether the forward collision warning system (FCWS) is abnormal based on whether similarity exists.
机译:本发明提供了一种使用车辆制动距离预测的增强型前向碰撞警告系统及其方法,其提高了可靠性。根据本发明的实施例,使用车辆制动距离预测的增强型前向碰撞警告方法包括:通过使用神经网络(NN)从行驶数据中学习的车辆制动距离预测器(VBDP)来预测制动距离的步骤;根据前撞预警系统(FCWS)的车辆制动距离模型(VBDM)计算制动距离的步骤;以及比较车辆制动距离预测器(VBDP)的预测制动距离和根据前向碰撞警告系统(FCWS)的车辆制动距离模型(VBDM)计算的制动距离以确定前向碰撞警告系统(根据是否存在相似性,FCWS)是异常的。

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