Lane change monitoring method and lane change monitoring system for autonomous vehicle

    公开(公告)号:US12097884B2

    公开(公告)日:2024-09-24

    申请号:US17423100

    申请日:2020-05-15

    IPC分类号: B60W60/00

    摘要: The present invention provides an autonomous vehicle lane change monitoring method and lane change monitoring system, wherein the lane change monitoring system comprises at least a reference vehicle, a test road, a network communication device, and a control platform, wherein the reference vehicle and the to-be-tested vehicle traveling on the test road, wherein the control platform sends a control instruction to the reference vehicle and the to-be-tested vehicle through the network communication device for the to-be-tested vehicle to change lane on the test road when appropriate, the driving data of the to-be-tested vehicle is transmitted to the control platform through the network communication device, so as for the control platform to evaluate the lane change performance of the to-be-tested vehicle based on the driving data.

    Control device and control method

    公开(公告)号:US12091031B2

    公开(公告)日:2024-09-17

    申请号:US17789039

    申请日:2020-12-02

    申请人: Robert Bosch GmbH

    发明人: Yasuo Yamada

    IPC分类号: B60W50/14 B60W50/00

    摘要: The present invention is to obtain a control device and a control method capable of appropriately assisting driving of a straddle-type vehicle by a rider.
    In a control device (12) and a control method of the present invention, an acquisition section of the control device (12) configured to control an operation of a straddle-type vehicle (10) acquires prediction information about a future lane change by a preceding vehicle that travels ahead of the straddle-type vehicle (10), and a control section of the control device (12) causes the straddle-type vehicle (10) to execute a safety operation (for example, causes a notification device (15) to issue a warning of the lane change to the rider), when the prediction information satisfies a determination criterion during a slipping-through traveling of the straddle-type vehicle (10).

    Intervention behavior prediction
    7.
    发明授权

    公开(公告)号:US12071161B1

    公开(公告)日:2024-08-27

    申请号:US17858886

    申请日:2022-07-06

    申请人: Waymo LLC

    IPC分类号: B60W60/00 B60W40/04 B60W50/00

    摘要: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for intervention behavior prediction. One of the methods includes receiving data characterizing a scene that includes a first agent and a second agent in an environment. A confounder prediction input generated from the data is processed using a confounder prediction model. A plurality of predicted conditional probability distributions is generated, wherein each predicted conditional probability distribution is conditioned on: (i) a planned intervention by the second agent, and (ii) the confounder variable belonging to a corresponding confounder class. An intervention behavior prediction for the first agent is generated based on the plurality of the predicted conditional probability distributions and the confounder distribution, wherein the intervention behavior prediction includes a probability distribution over the plurality of the possible behaviors for the first agent in reaction to the second agent performing the planned intervention.