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公开(公告)号:US12099359B1
公开(公告)日:2024-09-24
申请号:US18447473
申请日:2023-08-10
Applicant: Waymo LLC
Inventor: Jiajun Zhu , Christopher Urmson , David I. Ferguson , Nathaniel Fairfield , Dmitri Dolgov
CPC classification number: G05D1/0088 , B60W30/00 , G05D1/021 , G05D1/0231 , G05D1/0246
Abstract: A vehicle configured to operate in an autonomous mode may operate a sensor to determine an environment of the vehicle. The sensor may be configured to obtain sensor data of a sensed portion of the environment. The sensed portion may be defined by a sensor parameter. Based on the environment of the vehicle, the vehicle may select at least one parameter value for the at least one sensor parameter such that the sensed portion of the environment corresponds to a region of interest. The vehicle may operate the sensor, using the selected at least one parameter value for the at least one sensor parameter, to obtain sensor data of the region of interest, and control the vehicle in the autonomous mode based on the sensor data of the region of interest.
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公开(公告)号:US12001217B1
公开(公告)日:2024-06-04
申请号:US17717290
申请日:2022-04-11
Applicant: Waymo LLC
Inventor: David I. Ferguson , Jiajun Zhu
IPC: G05D1/00 , B60K31/00 , B60W10/06 , B60W10/18 , B60W10/20 , B60W30/12 , B60W30/14 , B60W50/02 , B60W50/029 , G01C21/28 , G01S7/40 , G01S7/497 , G01S7/52 , G01S13/58 , G01S13/931 , G01S17/66 , G01S17/86 , G01S17/87
CPC classification number: G05D1/024 , B60K31/0008 , B60W10/06 , B60W10/18 , B60W10/20 , B60W30/12 , B60W30/14 , B60W50/0205 , B60W50/029 , G01C21/28 , G01S7/4004 , G01S7/497 , G01S7/4972 , G01S7/52004 , G01S13/58 , G01S13/931 , G01S17/66 , G01S17/86 , G01S17/87 , G05D1/00 , G05D1/0088 , G05D1/0246 , G05D1/0251 , G05D1/0255 , G05D1/0257 , G05D1/0274 , B60W2050/0215 , B60W2420/403 , B60W2420/408 , B60W2554/00 , B60W2554/801 , B60W2720/10 , B60W2720/24 , G01S7/4039 , G01S2007/4975
Abstract: Methods and systems are disclosed for determining sensor degradation by actively controlling an autonomous vehicle. Determining sensor degradation may include obtaining sensor readings from a sensor of an autonomous vehicle, and determining baseline state information from the obtained sensor readings. A movement characteristic of the autonomous vehicle, such as speed or position, may then be changed. The sensor may then obtain additional sensor readings, and second state information may be determined from these additional sensor readings. Expected state information may be determined from the baseline state information and the change in the movement characteristic of the autonomous vehicle. A comparison of the expected state information and the second state information may then be performed. Based on this comparison, a determination may be made as to whether the sensor has degraded.
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公开(公告)号:US20240045438A1
公开(公告)日:2024-02-08
申请号:US18490520
申请日:2023-10-19
Applicant: Waymo LLC
Inventor: David I. Ferguson , Jiajun Zhu
CPC classification number: G05D1/0231 , G05D1/0214 , G08G1/167 , B60R1/00 , B60R2300/301 , B60R2300/302 , B60R2300/307
Abstract: Methods and devices for actively modifying a field of view of an autonomous vehicle in view of constraints are disclosed. In one embodiment, an example method is disclosed that includes causing a sensor in an autonomous vehicle to sense information about an environment in a first field of view, where a portion of the environment is obscured in the first field of view. The example method further includes determining a desired field of view in which the portion of the environment is not obscured and, based on the desired field of view and a set of constraints for the vehicle, determining a second field of view in which the portion of the environment is less obscured than in the first field of view. The example method further includes modifying a position of the vehicle, thereby causing the sensor to sense information in the second field of view.
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公开(公告)号:US11878683B1
公开(公告)日:2024-01-23
申请号:US17523350
申请日:2021-11-10
Applicant: Waymo LLC
Inventor: Jiajun Zhu , David I. Ferguson , Dmitri A. Dolgov
IPC: B60W30/09 , G05D1/00 , G05D1/02 , G08G1/16 , B60W30/08 , B60W30/095 , G08G1/0962 , G08G1/0967 , G06N20/00 , G06N3/00 , G06V20/56 , G06V20/58 , B60W50/00 , G01R19/25 , G06V10/20
CPC classification number: B60W30/09 , B60W30/08 , B60W30/095 , B60W30/0956 , B60W50/0097 , G05D1/0088 , G05D1/0214 , G06N3/00 , G06N20/00 , G06V20/56 , G06V20/58 , G06V20/582 , G06V20/584 , G06V20/588 , G08G1/09623 , G08G1/09626 , G08G1/096725 , G08G1/096741 , G08G1/096775 , G08G1/164 , G08G1/165 , G08G1/166 , B60W2554/00 , G01R19/25 , G05D1/0212 , G05D1/0289 , G06V10/255
Abstract: A method and apparatus are provided for determining one or more behavior models used by an autonomous vehicle to predict the behavior of detected objects. The autonomous vehicle may collect and record object behavior using one or more sensors. The autonomous vehicle may then communicate the recorded object behavior to a server operative to determine the behavior models. The server may determine the behavior models according to a given object classification, actions of interest performed by the object, and the object's perceived surroundings.
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公开(公告)号:US11835959B1
公开(公告)日:2023-12-05
申请号:US17555619
申请日:2021-12-20
Applicant: Waymo LLC
Inventor: David Harrison Silver , David I. Ferguson
IPC: G05D1/02 , B60W30/18 , G08G1/0967 , G06K9/00 , G08G1/01 , B60W30/00 , G08G1/0962 , G06V20/58 , B60W50/00 , G05D1/00 , G08G1/16
CPC classification number: G05D1/0238 , B60W30/00 , B60W30/18009 , B60W50/0098 , G05D1/0088 , G06V20/58 , G06V20/584 , G08G1/0125 , G08G1/09623 , G08G1/09626 , G08G1/096725 , G08G1/096758 , G08G1/096783 , G08G1/16 , B60W2554/00 , B60W2710/20 , B60W2754/10 , B60W2756/10 , G05D2201/0213
Abstract: Aspects of the disclosure relate to an autonomous vehicle that may detect other nearby vehicles and designate stationary vehicles as being in one of a short-term stationary state or a long-term stationary state. This determination may be made based on various indicia, including visible indicia displayed by the detected vehicle and traffic control factors relating to the detected vehicle. For example, the autonomous vehicle may identify a detected vehicle as being in a long-term stationary state based on detection of hazard lights being displayed by the detected vehicle, as well as the absence of brake lights being displayed by the detected vehicle. The autonomous vehicle may then base its control strategy on the stationary state of the detected vehicle.
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公开(公告)号:US20230075786A1
公开(公告)日:2023-03-09
申请号:US18049134
申请日:2022-10-24
Applicant: Waymo LLC
Inventor: David I. Ferguson , Jiajun Zhu
Abstract: Methods and devices for actively modifying a field of view of an autonomous vehicle in view of constraints are disclosed. In one embodiment, an example method is disclosed that includes causing a sensor in an autonomous vehicle to sense information about an environment in a first field of view, where a portion of the environment is obscured in the first field of view. The example method further includes determining a desired field of view in which the portion of the environment is not obscured and, based on the desired field of view and a set of constraints for the vehicle, determining a second field of view in which the portion of the environment is less obscured than in the first field of view. The example method further includes modifying a position of the vehicle, thereby causing the sensor to sense information in the second field of view.
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公开(公告)号:US11327501B1
公开(公告)日:2022-05-10
申请号:US16784511
申请日:2020-02-07
Applicant: Waymo LLC
Inventor: David I. Ferguson , Jiajun Zhu
IPC: G05D1/02 , G01C21/28 , G05D1/00 , G01S13/58 , G01S13/931 , G01S7/52 , B60K31/00 , G01S7/497 , B60W50/029 , B60W50/02 , B60W10/18 , B60W10/20 , B60W30/12 , B60W30/14 , B60W10/06 , G01S7/40 , G01S17/66 , G01S17/87 , G01S17/86
Abstract: Methods and systems are disclosed for determining sensor degradation by actively controlling an autonomous vehicle. Determining sensor degradation may include obtaining sensor readings from a sensor of an autonomous vehicle, and determining baseline state information from the obtained sensor readings. A movement characteristic of the autonomous vehicle, such as speed or position, may then be changed. The sensor may then obtain additional sensor readings, and second state information may be determined from these additional sensor readings. Expected state information may be determined from the baseline state information and the change in the movement characteristic of the autonomous vehicle. A comparison of the expected state information and the second state information may then be performed. Based on this comparison, a determination may be made as to whether the sensor has degraded.
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公开(公告)号:US11327493B1
公开(公告)日:2022-05-10
申请号:US16815204
申请日:2020-03-11
Applicant: Waymo LLC
Inventor: David Harrison Silver , David I. Ferguson
Abstract: Aspects of the disclosure relate to determining whether a feature of map information. For example, data identifying an object detected in a vehicle's environment and including location coordinates is received. This information is used to identify a corresponding feature from pre-stored map information based on a map location of the corresponding feature. The corresponding feature is defined as a curve and associated with a tag identifying a type of the corresponding object. A tolerance constraint is identified based on the tag. The curve is divided into two or more line segments. Each line segment has a first position. The first position of a line segment is changed in order to determine a second position based on the location coordinates and the tolerance constraint. A value is determined based on a comparison of the first position to the second position. This value indicates a likelihood that the corresponding feature has changed.
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公开(公告)号:US11216002B1
公开(公告)日:2022-01-04
申请号:US16185284
申请日:2019-03-06
Applicant: Waymo LLC
Inventor: David Harrison Silver , David I. Ferguson
IPC: G05D1/02 , B60W30/18 , G08G1/0967 , G06K9/00 , G08G1/0962 , G08G1/01 , G05D1/00 , G08G1/16 , B60W50/00 , B60W30/00
Abstract: Aspects of the disclosure relate to an autonomous vehicle that may detect other nearby vehicles and designate stationary vehicles as being in one of a short-term stationary state or a long-term stationary state. This determination may be made based on various indicia, including visible indicia displayed by the detected vehicle and traffic control factors relating to the detected vehicle. For example, the autonomous vehicle may identify a detected vehicle as being in a long-term stationary state based on detection of hazard lights being displayed by the detected vehicle, as well as the absence of brake lights being displayed by the detected vehicle. The autonomous vehicle may then base its control strategy on the stationary state of the detected vehicle.
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公开(公告)号:US11198430B1
公开(公告)日:2021-12-14
申请号:US16039827
申请日:2018-07-19
Applicant: Waymo LLC
Inventor: Jiajun Zhu , David I. Ferguson , Dmitri A. Dolgov
IPC: B60W30/09 , B60W30/095 , B60W30/08 , B60W50/00 , G08G1/0967 , G08G1/16 , G05D1/02 , G06K9/32 , G06K9/00 , G05D1/00 , G08G1/0962 , G06N3/00 , G01R19/25
Abstract: A method and apparatus are provided for determining one or more behavior models used by an autonomous vehicle to predict the behavior of detected objects. The autonomous vehicle may collect and record object behavior using one or more sensors. The autonomous vehicle may then communicate the recorded object behavior to a server operative to determine the behavior models. The server may determine the behavior models according to a given object classification, actions of interest performed by the object, and the object's perceived surroundings.
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