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公开(公告)号:US20250085706A1
公开(公告)日:2025-03-13
申请号:US18953500
申请日:2024-11-20
Applicant: Waymo LLC
Inventor: David Ian Ferguson , Wan-Yen Lo , Nathaniel Fairfield
Abstract: Disclosed herein are systems and methods for providing supplemental identification abilities to an autonomous vehicle system. The sensor unit of the vehicle may be configured to receive data indicating an environment of the vehicle, while the control system may be configured to operate the vehicle. The vehicle may also include a processing unit configured to analyze the data indicating the environment to determine at least one object having a detection confidence below a threshold. Based on the at least one object having a detection confidence below a threshold, the processor may communicate at least a subset of the data indicating the environment for further processing. The vehicle is also configured to receive an indication of an object confirmation of the subset of the data. Based on the object confirmation of the subset of the data, the processor may alter the control of the vehicle by the control system.
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公开(公告)号:US20250013231A1
公开(公告)日:2025-01-09
申请号:US18889024
申请日:2024-09-18
Applicant: Waymo LLC
Inventor: Nathaniel Fairfield , Joshua Seth Herbach
Abstract: Example systems and methods enable an autonomous vehicle to request assistance from a remote operator when the vehicle's confidence in operation is low. One example method includes operating an autonomous vehicle in a first autonomous mode. The method may also include identifying a situation where a level of confidence of an autonomous operation in the first autonomous mode is below a threshold level. The method may further include sending a request for assistance to a remote assistor, the request including sensor data representative of a portion of an environment of the autonomous vehicle. The method may additionally include receiving a response from the remote assistor, the response indicating a second autonomous mode of operation. The method may also include causing the autonomous vehicle to operate in the second autonomous mode of operation in accordance with the response from the remote assistor.
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公开(公告)号:US12179749B2
公开(公告)日:2024-12-31
申请号:US18243319
申请日:2023-09-07
Applicant: WAYMO LLC
Inventor: Nathaniel Fairfield , Vadim Furman
Abstract: A method and apparatus for controlling a first vehicle autonomously are disclosed. For instance, one or more processors may plan to maneuver the first vehicle to complete an action and predict that a second vehicle will take a particular responsive action. The first vehicle is then maneuvered towards completing the action in a way that would allow the first vehicle to cancel completing the action without causing a collision between the first vehicle and the second vehicle, and in order to indicate to the second vehicle or a driver of the second vehicle that the first vehicle is attempting to complete the action. Thereafter, when the first vehicle is determined to be able to take the action, the action is completed by controlling the first vehicle autonomously according to whether the second vehicle begins to take the particular responsive action.
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公开(公告)号:US11747809B1
公开(公告)日:2023-09-05
申请号:US17387199
申请日:2021-07-28
Applicant: WAYMO LLC
Inventor: Jiajun Zhu , Christopher Paul Urmson , Dirk Haehnel , Nathaniel Fairfield , Russell Leigh Smith
IPC: G06K9/00 , G05D1/00 , G06T7/521 , G06T7/73 , B60T8/17 , B60T8/00 , B60T7/22 , B60T17/22 , B60W50/14 , B60T17/18 , B60T8/88 , B60W40/06 , G01S17/86 , G01S17/931 , G05D1/02 , G06Q10/02 , G06Q30/02 , G06Q30/0207 , G06Q40/08 , G07C9/00 , B60W30/08 , G01C21/36 , B60R1/00 , G06T7/20 , G06T7/231 , G06T7/223 , G06V20/58 , G06V20/64 , B60W50/029 , B60W30/186 , G01S13/86 , B62D6/00 , G06V10/20 , G06V20/56
CPC classification number: G05D1/0088 , B60R1/00 , B60T7/22 , B60T8/00 , B60T8/17 , B60T8/885 , B60T17/18 , B60T17/221 , B60W30/08 , B60W40/06 , B60W50/14 , G01C21/3617 , G01S17/86 , G01S17/931 , G05D1/0055 , G05D1/021 , G05D1/0212 , G05D1/0214 , G05D1/0276 , G06Q10/02 , G06Q30/02 , G06Q30/0207 , G06Q40/08 , G06T7/20 , G06T7/223 , G06T7/231 , G06T7/521 , G06T7/74 , G06V20/58 , G06V20/64 , G07C9/00563 , B60R2300/30 , B60T2201/022 , B60T2210/32 , B60T2270/406 , B60W30/186 , B60W2050/0292 , B60W2420/42 , B60W2420/52 , B60W2552/05 , B60W2555/60 , B60W2556/10 , B60W2556/50 , B62D6/00 , G01S13/865 , G01S13/867 , G05B2219/2637 , G05D1/024 , G05D1/0246 , G05D1/0257 , G05D1/0274 , G05D1/0278 , G05D2201/0213 , G06T2207/10004 , G06T2207/10028 , G06T2207/30236 , G06T2207/30252 , G06T2207/30261 , G06V10/255 , G06V20/56 , G06V20/588
Abstract: A method and apparatus are provided for optimizing one or more object detection parameters used by an autonomous vehicle to detect objects in images. The autonomous vehicle may capture the images using one or more sensors. The autonomous vehicle may then determine object labels and their corresponding object label parameters for the detected objects. The captured images and the object label parameters may be communicated to an object identification server. The object identification server may request that one or more reviewers identify objects in the captured images. The object identification server may then compare the identification of objects by reviewers with the identification of objects by the autonomous vehicle. Depending on the results of the comparison, the object identification server may recommend or perform the optimization of one or more of the object detection parameters.
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公开(公告)号:US11727523B2
公开(公告)日:2023-08-15
申请号:US17528595
申请日:2021-11-17
Applicant: Waymo LLC
Inventor: Christopher Paul Urmson , Peter Colijn , Dmitri A. Dolgov , Nathaniel Fairfield , Salil Pandit , Nirmal Patel , Ryan Powell , Min Li Chan
IPC: G06Q50/30 , G06Q10/0631 , G05D1/00 , G08G1/123 , G01C21/36 , G08G1/00 , G01C21/34 , B60W60/00 , G08G1/005
CPC classification number: G06Q50/30 , G01C21/3617 , G05D1/00 , G06Q10/06315 , G06Q10/063114 , G08G1/005 , G08G1/123 , G08G1/202 , B60K2370/175 , B60W60/00253 , G01C21/343
Abstract: The technology relates to facilitating transportation services between a user and a vehicle having an autonomous driving mode. For instance, one or more server computing devices having one or more processors may information identifying the current location of the vehicle. The one or more server computing devices may determine that the user is likely to want to take a trip to a particular destination based on prior location history for the user. The one or more server computing devices may dispatch the vehicle to cause the vehicle to travel in the autonomous driving mode towards a location of the user. In addition, after dispatching, the one or more server computing devices sending a notification to a client computing device associated with the user indicating that the vehicle is currently available to take the passenger to the particular destination.
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公开(公告)号:US11675357B2
公开(公告)日:2023-06-13
申请号:US16863450
申请日:2020-04-30
Applicant: Waymo LLC
Inventor: Nolan Shenai , Nathaniel Fairfield , Benjamin Pitzer
CPC classification number: G05D1/0214 , B62D7/144 , B62D7/1509 , G05D1/0088 , G05D2201/0213
Abstract: The technology relates to fine maneuver control of large autonomous vehicles that employ multiple sets of independently actuated wheels. The control is able to optimize the turning radius, effectively negotiate curves, turns, and clear static objects of varying heights. Each wheel or wheel set is configured to adjust individually via control of an on-board computer system. Received sensor data and a physical model of the vehicle can be used for route planning and selecting maneuver operations in accordance with the additional degrees of freedom provided by the independently actuated wheels. This can include making turns, moving into or out of parking spaces, driving along narrow or congested roads, construction zones, loading docks, etc. A given maneuver may include maintaining a minimum threshold distance from a neighboring vehicle or other object.
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公开(公告)号:US11657318B2
公开(公告)日:2023-05-23
申请号:US16214991
申请日:2018-12-10
Applicant: Waymo LLC
Inventor: Ioan-Alexandru Sucan , Fang Da , Poonam Suryanarayan , Nathaniel Fairfield , Yutaka Leon Suematsu , Omer Baror , Jian Leong , Michael Epstein
CPC classification number: G06N20/00 , B60W50/0098 , G05D1/0276 , G05D2201/0213
Abstract: The disclosure relates to training models for identification of events likely to cause discomfort to passengers of autonomous vehicles and for assessment of overall ride quality of autonomous vehicle rides. For instance, ride data may be associated with a ride quality value indicative of a level of discomfort and/or a first overall ride quality value indicating an overall ride quality provided by the passenger for the first ride. This ride data may be used to train a model such that the model is configured to, in response to receiving ride data for a second ride as input, output a list of events likely to cause discomfort to a passenger during the second ride and/or such that the model is configured to, in response to receiving second ride data for a second ride as input, output a second overall ride quality value for the second ride.
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公开(公告)号:US11537133B2
公开(公告)日:2022-12-27
申请号:US15931012
申请日:2020-05-13
Applicant: Waymo LLC
Inventor: Nathaniel Fairfield , Joshua Seth Herbach
IPC: G05D1/02 , G01C21/20 , G01C21/34 , G01C21/36 , G08G1/0968
Abstract: A route for a trip to a destination is generated using map information. A set of no-go roadway segments, where the vehicle is not able to drive in an autonomous mode, relevant to the route from the plurality of no-go roadway segments is identified from the map information. A local region around a current location of the vehicle is determined. A local map region including roadway segments of the map information that correspond to locations within the local region is determined. The set of the plurality of no-go roadway segments is filtered from the roadway segments of the local map region. A cost value is assigned to each roadway segment of the filtered roadway segments of the local map region. Any assigned cost values are used to determining a plan for maneuvering the vehicle for a predetermined period into the future. The vehicle is maneuvered according to the plan.
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公开(公告)号:US20220180753A1
公开(公告)日:2022-06-09
申请号:US17666808
申请日:2022-02-08
Applicant: WAYMO LLC
Inventor: Joshua Seth Herbach , Philip Nemec , Nathaniel Fairfield
Abstract: Aspects of the present disclosure relate to a system having a memory, a plurality of self-driving systems for controlling a vehicle, and one or more processors. The processors are configured to receive at least one fallback task in association with a request for a primary task and at least one trigger of each fallback task. Each trigger is a set of conditions that, when satisfied, indicate when a vehicle requires attention for proper operation. The processors are also configured to send instructions to the self-driving systems to execute the primary task and receive status updates from the self-driving systems. The processors are configured to determine that a set of conditions of a trigger is satisfied based on the status updates and send further instructions based on the associated fallback task to the self-driving systems.
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公开(公告)号:US11345335B1
公开(公告)日:2022-05-31
申请号:US16890274
申请日:2020-06-02
Applicant: Waymo LLC
Inventor: Brandon Douglas Luders , Vadim Furman , Nathaniel Fairfield
IPC: B60W30/00 , G08G1/16 , G01S17/00 , G01S13/931 , G05D1/00 , G05D1/02 , G01S17/931 , G06V20/56
Abstract: The technology relates to identifying sensor occlusions due to the limits of the ranges of a vehicle's sensors and using this information to maneuver the vehicle. As an example, the vehicle is maneuvered along a route that includes traveling on a first roadway and crossing over a lane of a second roadway. A trajectory is identified from the lane that will cross with the route during the crossing at a first point. A second point beyond a range of the vehicle's sensors is selected. The second point corresponds to a hypothetical vehicle moving towards the route along the lane. A distance between the first point and the second point is determined. An amount of time that it would take the hypothetical vehicle to travel the distance is determined and compared to a threshold amount of time. The vehicle is maneuvered based on the comparison to complete the crossing.
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