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公开(公告)号:US20230306709A1
公开(公告)日:2023-09-28
申请号:US18200822
申请日:2023-05-23
申请人: Apple Inc.
摘要: In one implementation, a method of estimating the heading of a device is performed by the device including a processor, non-transitory memory, and an image sensor. The method includes determining a geographic location of the device. The method includes capturing, using the image sensor, an image at the geographic location. The method includes detecting one or more lines within the image. The method includes determining a heading of the device based on the one or more lines and the geographic location.
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32.
公开(公告)号:US20230288223A1
公开(公告)日:2023-09-14
申请号:US17654382
申请日:2022-03-10
申请人: NVIDIA Corporation
CPC分类号: G01C21/3819 , G06V20/588 , G01C21/30 , G05D1/0219 , G05D2201/0213
摘要: In various examples, a method includes computing a current keyframe, the current keyframe being representative of an area around an autonomous vehicle at a current time based on map data. The method includes transforming a preceding keyframe to a coordinate frame of the autonomous vehicle at a first time prior to completing computation of the current keyframe to generate a first world model frame. The method includes transforming the preceding keyframe to the coordinate frame of the autonomous vehicle at a second time after the first time and prior to completing computation of the current keyframe to generate a second world model frame.
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公开(公告)号:US11755032B2
公开(公告)日:2023-09-12
申请号:US16898742
申请日:2020-06-11
CPC分类号: G05D1/0278 , G01C21/30 , G05D1/0088
摘要: The disclosure relates to a method and a corresponding execution device. The method includes determining a position of a vehicle by a satellite navigation system, establishing a guaranteed position range, where the guaranteed position range describes the geographical region around the actual position of the vehicle, in which the determined position has to be located according to a specified minimum integrity, matching the determined position with an electronically stored road map and corresponding allocation of the position of the vehicle to a road on the road map, where the road map includes information regarding open spaces without a drivable infrastructure as well as an allocation of roads according to road classes, and validating the road class of the allocated road according to the road map on the basis of the guaranteed position range as well as the information contained in the road map regarding open spaces without a drivable infrastructure.
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公开(公告)号:US11747160B2
公开(公告)日:2023-09-05
申请号:US17562432
申请日:2021-12-27
发明人: Xinxin Pei , Wei Yu
CPC分类号: G01C21/3667 , G01C21/30 , G01C21/3415
摘要: The present disclosure provides a route processing method and apparatus. The specific implementation includes: acquiring a vehicle driving route according to a standard definition map, where the vehicle driving route comprises multiple standard definition map road sections of the standard definition map; determining at least one first road section from the multiple standard definition map road sections according to a road section mapping relationship between the standard definition map and a high definition map, where each first road section has a unique corresponding target road section in the high definition map; determining the target road section corresponding to each first road section in the high definition map according to the road section mapping relationship; and determining a target driving route corresponding to the vehicle driving route in the high definition map according to the target road section corresponding to each first road section and the high definition map.
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公开(公告)号:US11740093B2
公开(公告)日:2023-08-29
申请号:US17320888
申请日:2021-05-14
申请人: TUSIMPLE, INC.
发明人: Mingdong Wang , Chenzhe Qian , Xue Mei
CPC分类号: G01C21/30
摘要: Various embodiments provide a system and method for iterative lane marking localization that may be utilized by autonomous or semi-autonomous vehicles traveling within the lane. In an embodiment, the system comprises a locating device adapted to determine the vehicle's geographic location; a database; a region map; a response map; a plurality of cameras; and a computer connected to the locating device, database, and cameras, wherein the computer is adapted to receive the region map, wherein the region map corresponds to a specified geographic location; generate the response map by receiving information from the camera, the information relating to the environment in which the vehicle is located; identifying lane markers observed by the camera; and plotting identified lane markers on the response map; compare the response map to the region map; and iteratively generate a predicted vehicle location based on the comparison of the response map and the region map.
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公开(公告)号:US20230266129A1
公开(公告)日:2023-08-24
申请号:US18309256
申请日:2023-04-28
申请人: UATC, LLC
发明人: Rachel Ahn , David Prasser , Peter Hansen , Robert Zlot
摘要: Various examples are directed to systems and methods for locating a vehicle. A pose state estimator may access a previous position for the vehicle at a first time, wherein the previous position is on a first sub-map of a plurality of sub-maps. The pose state estimator may receive from a first localizer a first position estimate for the vehicle at a second time after the first time. The first position estimate may be on a second sub-map of the plurality of sub-maps. The pose state estimator may send to a second localizer a sub-map change message indicating the second sub-map.
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公开(公告)号:US20230258457A1
公开(公告)日:2023-08-17
申请号:US18131589
申请日:2023-04-06
发明人: Yu Jiang
IPC分类号: G01C21/30
CPC分类号: G01C21/30
摘要: Systems, methods, and apparatuses for vehicle localization. The vehicle can include a data processing system (“DPS”) including one or more processors and memory. The DPS can receive sensor data from sensors of the vehicle. The DPS can identify a historical road profile of the ground for a first location of the vehicle. The DPS can generate a current road profile of the ground. The DPS can determine a lateral deviation of the vehicle. The DPS can determine a match between the historical road profile and the current road profile at a second location that aligns with the lateral deviation. The DPS can provide an indication of a current location of the vehicle as the second location.
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公开(公告)号:US20230243658A1
公开(公告)日:2023-08-03
申请号:US18004614
申请日:2021-07-06
发明人: Alper Yilmaz , Bing Zha
IPC分类号: G01C21/30 , G01C21/16 , G06N3/0442 , G06N3/063
CPC分类号: G01C21/30 , G01C21/1656 , G06N3/0442 , G06N3/063
摘要: An object of initial unknown position on a map may be determined by traversing through moving and turning to establish motion trajectory to reduce its spatial uncertainty to a single location that would fit only to a certain map trajectory. A artificial neural network model learns from object motion on different map topologies may establish the object's end-to-end positioning from embedding map topologies and object motion. The proposed method includes learning potential motion patterns from the map and perform trajectory classification in the map's edge-space. Two different trajectory representations, namely angle representation and augmented angle representation (incorporates distance traversed) are considered and both a Graph Neural Network and an RNN are trained from the map for each representation to compare their performances. The results from the actual visual-inertial odometry have shown that the proposed approach is able to learn the map and localize the object based on its motion trajectories.
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公开(公告)号:US11714416B2
公开(公告)日:2023-08-01
申请号:US17719689
申请日:2022-04-13
申请人: ELTA SYSTEMS LTD.
发明人: Ofir Cohen , Dina Appelman , Arnon Degani
CPC分类号: G05D1/0212 , B60W60/001 , G01C21/188 , G01C21/30 , G05D1/0088 , B60W2420/42 , B60W2420/52 , B60W2420/54 , G05D1/0248 , G05D1/0255 , G05D1/0257
摘要: The disclosed subject matter includes a method and system for navigating an unmanned ground vehicle (UGV), that include:
generating, based on the scanning output data, a first map comprising a first group of cells and characterized by a first size;
generating, based on the scanning output data, a second map representing an area smaller than that of the first map comprising a second group of cells, which are characterized by a second size being smaller than the first size; wherein each cell in the first group of cells and the second group of cells is classified to a class selected from at least two classes, comprising traversable and non-traversable, wherein the second part at least partly overlaps the first part; navigating the UGV based on data deduced from crossing between cells in the first map and second map.-
公开(公告)号:US11713042B2
公开(公告)日:2023-08-01
申请号:US17102647
申请日:2020-11-24
发明人: Anna Clarke , Eyal Bagon
IPC分类号: B60W30/18 , B60W30/14 , G06V20/56 , B60W30/00 , B60W30/09 , B60W40/06 , B60W40/072 , B60W40/076 , B60W30/12 , B60W30/08 , B60T7/12 , G01C21/26 , G08G1/0962 , G08G1/16 , B60K31/00 , H04N23/90 , G01C11/04 , G01C21/10 , G05D1/02 , B60T8/32 , B60T7/22 , B60W30/165 , B60R1/00 , B60W10/18 , B60W10/20 , B60W30/095 , G05D1/00 , B62D15/02 , B60W50/14 , G01C21/30 , G06T7/00 , G06T7/70 , G06T7/285 , G06T7/292 , H04N7/18 , B62D6/00 , G08G1/00 , B60W50/00 , G01S5/00 , G08G1/09
CPC分类号: B60W30/18163 , B60K31/0066 , B60R1/00 , B60T7/12 , B60T7/22 , B60T8/32 , B60W10/18 , B60W10/20 , B60W30/00 , B60W30/08 , B60W30/09 , B60W30/0953 , B60W30/12 , B60W30/14 , B60W30/143 , B60W30/165 , B60W30/18154 , B60W40/06 , B60W40/072 , B60W40/076 , B60W50/14 , B62D15/0265 , G01C11/04 , G01C21/10 , G01C21/26 , G01C21/30 , G05D1/0088 , G05D1/0246 , G06T7/285 , G06T7/292 , G06T7/70 , G06T7/97 , G06V20/588 , G08G1/09623 , G08G1/166 , G08G1/167 , H04N23/90 , B60K2031/0025 , B60T2201/022 , B60T2201/08 , B60T2210/34 , B60W2050/0075 , B60W2420/403 , B60W2420/42 , B60W2510/0604 , B60W2510/18 , B60W2510/20 , B60W2520/14 , B60W2554/4041 , B60W2554/80 , B60W2556/10 , B60W2556/50 , B60W2710/18 , B60W2710/20 , B62D6/00 , B62D15/0255 , G01S5/0027 , G05D1/0214 , G05D1/0253 , G05D1/0278 , G06T2207/10028 , G06T2207/30256 , G06T2207/30261 , G08G1/09 , G08G1/22 , H04N7/18
摘要: Systems and methods use cameras to provide autonomous navigation features. In one implementation, a method for navigating a user vehicle may include acquiring, using at least one image capture device, a plurality of images of an area in a vicinity of the user vehicle; determining from the plurality of images a first lane constraint on a first side of the user vehicle and a second lane constraint on a second side of the user vehicle opposite to the first side of the user vehicle; enabling the user vehicle to pass a target vehicle if the target vehicle is determined to be in a lane different from the lane in which the user vehicle is traveling; and causing the user vehicle to abort the pass before completion of the pass, if the target vehicle is determined to be entering the lane in which the user vehicle is traveling.
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