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公开(公告)号:US11332134B2
公开(公告)日:2022-05-17
申请号:US16715572
申请日:2019-12-16
申请人: Robert Bosch GmbH
发明人: Chun Yang , Laszlo Anka , Adam Rigo , Kornel Istvan Kis , Levente Kis
IPC分类号: B60W30/095 , B60W50/14
摘要: A method for predicting whether another vehicle in the driving-environment of an ego-vehicle will execute a lane-change, based on observations of the driving-environment of the ego-vehicle, including: the observations are supplied to individual classificators; based on at least a portion of the observations, each individual classificator, in accordance with an individual instruction, ascertains an individual probability that the other vehicle will change lanes; the driving situation in which the ego-vehicle finds itself is classified as a whole by a situation classificator into one of several discrete classes; a record of weighting factors, assigned to the class into which the situation-classificator has classified the driving-situation, is ascertained, that indicates the relative weighting of the individual classificators for this driving situation; the individual probabilities are set off against the weighting-factors to form an overall probability that the other vehicle will change lanes. A method for training weighting-factors and related computer-program are described.
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公开(公告)号:US20200379087A1
公开(公告)日:2020-12-03
申请号:US16878814
申请日:2020-05-20
申请人: Robert Bosch GmbH
发明人: Chun Yang , Sebastian Muenzner , Zoltan Karasz , Fabian Timm , Jasmin Ebert , Laszlo Anka
摘要: A method for generating radar reflection points comprising the steps of: providing a plurality of predefined radar reflection points of at least one first object detected by a radar and at least one first scenario description describing a first environment related to the detected first object; converting the predefined radar reflection points into at least one first power distribution pattern image related to a distribution of a power returning from the detected first object; training a model based on the first power distribution pattern image and the first scenario description; providing at least one second scenario description describing a second environment related to a second object; generating at least one second power distribution pattern image related to a distribution of a power returning from the second object based on the trained model and the second scenario description; and sampling the second power distribution pattern image.
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公开(公告)号:US20220003860A1
公开(公告)日:2022-01-06
申请号:US17280691
申请日:2019-12-17
申请人: Robert Bosch GmbH
发明人: Chun Yang , Sebastian Muenzner , Fabian Timm , Jasmin Ebert , Zoltan Karasz
IPC分类号: G01S13/68 , G01S7/41 , G01S13/42 , G01S13/931
摘要: A method for determining the spatial orientation of an object from at least one measuring signal which includes the response of the object to electromagnetic interrogation radiation. A method for predicting the trajectory of at least one object from at least one measuring signal which includes the response of the object to electromagnetic interrogation radiation, in conjunction with a scalar velocity of the object. A method for training a classifier and/or a regressor.
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公开(公告)号:US12055621B2
公开(公告)日:2024-08-06
申请号:US17280691
申请日:2019-12-17
申请人: Robert Bosch GmbH
发明人: Chun Yang , Sebastian Muenzner , Fabian Timm , Jasmin Ebert , Zoltan Karasz
IPC分类号: G01S13/68 , G01S7/41 , G01S13/42 , G01S13/931
CPC分类号: G01S13/68 , G01S7/415 , G01S7/417 , G01S13/42 , G01S13/931 , G01S2013/9318
摘要: A method for determining the spatial orientation of an object from at least one measuring signal which includes the response of the object to electromagnetic interrogation radiation. A method for predicting the trajectory of at least one object from at least one measuring signal which includes the response of the object to electromagnetic interrogation radiation, in conjunction with a scalar velocity of the object. A method for training a classifier and/or a regressor.
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