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公开(公告)号:US10853668B1
公开(公告)日:2020-12-01
申请号:US16227074
申请日:2018-12-20
Applicant: Waymo LLC
Inventor: Wan-Yen Lo , David I. Ferguson
IPC: G06K9/00 , G06K9/62 , B60R11/04 , B60W30/00 , G06T17/10 , G06T15/20 , G06T7/70 , G06T7/50 , G05D1/02 , G05D1/00 , G01C21/00 , B60R1/00
Abstract: Disclosed herein are methods and systems for determining a location of an object within an environment. An example method may include determining a three-dimensional (3D) location of a plurality of reference points in an environment, receiving a two-dimensional (2D) image of a portion of the environment that contains an object, selecting certain reference points from the plurality of reference points that form a polygon when projected into the 2D image that contains at least a portion of the object, determining an intersection point of a ray directed toward the object and a 3D polygon formed by the selected reference points, and based on the intersection point of the ray directed toward the object and the 3D polygon formed by the selected reference points, determining a 3D location of the object in the environment.
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62.
公开(公告)号:US10852733B1
公开(公告)日:2020-12-01
申请号:US15976179
申请日:2018-05-10
Applicant: Waymo LLC
Inventor: David I. Ferguson , Jiajun Zhu
IPC: G05D1/02 , G08G1/0967 , B62D15/02 , B60W40/04 , G05D1/00 , B62D15/00 , G01C21/26 , B62D1/00 , B62D6/00 , B60W40/072 , B60W30/095 , B60W30/16 , B60W10/18 , B60W10/20 , B60W50/04 , G08G1/00 , G01S17/88 , G01S15/42 , G01S13/86 , G01S17/42 , G01S13/931
Abstract: A method and apparatus is provided for controlling the operation of an autonomous vehicle. According to one aspect, the autonomous vehicle may track the trajectories of other vehicles on a road. Based on the other vehicle's trajectories, the autonomous vehicle may generate a pool of combined trajectories. Subsequently, the autonomous vehicle may select one of the combined trajectories as a representative trajectory. The representative trajectory may be used to change at least one of the speed or direction of the autonomous vehicle.
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63.
公开(公告)号:US10564639B1
公开(公告)日:2020-02-18
申请号:US15670128
申请日:2017-08-07
Applicant: Waymo LLC
Inventor: Jiajun Zhu , David I. Ferguson
IPC: G08G1/16 , B60W30/095 , G01S13/93 , G05D1/00 , G05D1/02 , G01S17/93 , G08G1/0967 , G01S13/931
Abstract: Aspects of the invention relate generally to autonomous vehicles. The features described improve the safety, use, driver experience, and performance of these vehicles by performing a behavior analysis on mobile objects in the vicinity of an autonomous vehicle. Specifically, the autonomous vehicle is capable of detecting nearby objects, such as vehicles and pedestrians, and is able to determine how the detected vehicles and pedestrians perceive their surroundings. The autonomous vehicle may then use this information to safely maneuver around all nearby objects.
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公开(公告)号:US10466712B2
公开(公告)日:2019-11-05
申请号:US15675857
申请日:2017-08-14
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:US10310509B1
公开(公告)日:2019-06-04
申请号:US15892684
申请日:2018-02-09
Applicant: Waymo LLC
Inventor: David I. Ferguson , Jiajun Zhu
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:US09937924B1
公开(公告)日:2018-04-10
申请号:US15609725
申请日:2017-05-31
Applicant: Waymo LLC
Inventor: David I. Ferguson
IPC: G06F17/00 , G01C21/36 , G05D1/02 , G01C21/34 , B60W30/18 , G05D1/00 , B60W10/04 , B60W10/20 , B60W10/18
CPC classification number: B60W30/18009 , B60W10/04 , B60W10/18 , B60W10/20 , B60W30/18163 , B60W2550/20 , B60W2710/18 , B60W2710/20 , B60W2720/10 , G01C21/3415 , G05D1/0088 , G05D1/0214 , G05D1/0289 , G06F17/00
Abstract: A method is provided that includes receiving user input identifying a travel destination for a first vehicle, determining, by a processor, a first route for the first vehicle to follow, and configuring the first vehicle to follow the first route. The method further includes obtaining a model for a second vehicle that shares a road with the first vehicle and comparing model to a pre-determined template for a vehicle that is known to be a special purpose vehicle in order to determine whether the first template and the second template match. The method further includes determining, by the processor, a second route that leads to the travel destination, when a match is found to exist, and switching the first vehicle from following the first route to following the second route.
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公开(公告)号:US09932035B1
公开(公告)日:2018-04-03
申请号:US15173938
申请日:2016-06-06
Applicant: Waymo LLC
Inventor: David I. Ferguson , Dmitri A. Dolgov
CPC classification number: B60W30/143 , B60L2240/00 , B60L2240/10 , B60L2240/12 , B60L2240/14 , B60L2240/16 , B60T7/042 , B60T7/22 , B60W30/14 , B60W30/146 , B60W50/085 , B60W2520/10 , B60W2550/141 , B60W2550/302 , B60W2550/306 , G05D1/0088
Abstract: Aspects of the disclosure relate generally to speed control in an autonomous vehicle. For example, an autonomous vehicle may include a user interface which allows the driver to input speed preferences. These preferences may include the maximum speed above the speed limit the user would like the autonomous vehicle to drive when other vehicles are present and driving above or below certain speeds. The other vehicles may be in adjacent or the same lane the vehicle, and need not be in front of the vehicle.
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公开(公告)号:US20170355375A1
公开(公告)日:2017-12-14
申请号:US15667015
申请日:2017-08-02
Applicant: Waymo LLC
Inventor: David I. Ferguson , Nathaniel Fairfield , Anthony Levandowski
Abstract: Methods and devices for detecting traffic signals and their associated states are disclosed. In one embodiment, an example method includes a scanning a target area using one or more sensors of a vehicle to obtain target area information. The vehicle may be configured to operate in an autonomous mode, and the target area may be a type of area where traffic signals are typically located. The method may also include detecting a traffic signal in the target area information, determining a location of the traffic signal, and determining a state of the traffic signal. Also, a confidence in the traffic signal may be determined. For example, the location of the traffic signal may be compared to known locations of traffic signals. Based on the state of the traffic signal and the confidence in the traffic signal, the vehicle may be controlled in the autonomous mode.
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公开(公告)号:US09796386B2
公开(公告)日:2017-10-24
申请号:US14831777
申请日:2015-08-20
Applicant: Waymo LLC
Inventor: David I. Ferguson , Nathaniel Fairfield , Anthony Levandowski
CPC classification number: B60W30/18154 , B60W2550/22 , B60W2550/402 , G05D1/0088 , G05D1/0231 , G06K9/00791 , G06K9/00818 , G06K9/00825
Abstract: Methods and devices for detecting traffic signals and their associated states are disclosed. In one embodiment, an example method includes a scanning a target area using one or more sensors of a vehicle to obtain target area information. The vehicle may be configured to operate in an autonomous mode, and the target area may be a type of area where traffic signals are typically located. The method may also include detecting a traffic signal in the target area information, determining a location of the traffic signal, and determining a state of the traffic signal. Also, a confidence in the traffic signal may be determined. For example, the location of the traffic signal may be compared to known locations of traffic signals. Based on the state of the traffic signal and the confidence in the traffic signal, the vehicle may be controlled in the autonomous mode.
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公开(公告)号:US09734417B2
公开(公告)日:2017-08-15
申请号:US14843705
申请日:2015-09-02
Applicant: Waymo LLC
Inventor: David I. Ferguson , Bradley Templeton
IPC: G08G1/00 , G06K9/00 , G08G1/0967 , G08G1/0962 , B60W40/00
CPC classification number: G06K9/00825 , B60W40/00 , G08G1/00 , G08G1/09623 , G08G1/09626 , G08G1/096716 , G08G1/096725 , G08G1/096758 , G08G1/096775 , G08G1/096791
Abstract: Methods and devices for using a relationship between activities of different traffic signals in a network to improve traffic signal state estimation are disclosed. An example method includes determining that a vehicle is approaching an upcoming traffic signal. The method may further include determining a state of one or more traffic signals other than the upcoming traffic signal. Additionally, the method may also include determining an estimate of a state of the upcoming traffic signal based on a relationship between the state of the one or more traffic signals other than the upcoming traffic signal and the state of the upcoming traffic signal.
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