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RISK-BASED DRIVER ASSISTANCE FOR APPROACHING INTERSECTIONS OF LIMITED VISIBILITY

机译:基于风险的驾驶员辅助性接近有限的交叉路口

摘要

An automotive driver assistance for a vehicle with an improved capability to handle obstructed sensor coverage includes steps of acquiring sensor data on an environment of the vehicle from at least one sensor, of generating an environment representation based on the acquired sensor data and of predicting at least one behavior of the vehicle. The method determines at least one area in the environment of the vehicle wherein for the at least one area either a confidence for the sensor data is below a threshold or no sensor data is available and generates at least one virtual traffic entity in the at least one determined area, wherein the virtual traffic entity is adapted to interact with the at least one predicted behavior of the vehicle. A risk measure for each combination of the at least one virtual traffic entity and the predicted behavior of the vehicle is estimated, the calculated risk measure is evaluated and a controlling action for the vehicle is executed based on the evaluated risk measure.
机译:具有改善的能力以处理障碍物传感器覆盖的车辆的汽车驾驶员辅助包括以下步骤:从至少一个传感器获取关于车辆环境的传感器数据;基于所获取的传感器数据生成环境表示;以及预测至少车辆的一种行为。该方法确定车辆环境中的至少一个区域,其中对于该至少一个区域,或者对于传感器数据的置信度低于阈值或者没有传感器数据可用,并且在该至少一个区域中生成至少一个虚拟交通实体。确定的区域,其中虚拟交通实体适于与车辆的至少一种预测行为交互。估计至少一个虚拟交通实体和车辆的预测行为的每种组合的风险度量,评估计算的风险度量,并基于评估的风险度量执行车辆的控制动作。

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