METHODS AND SYSTEMS FOR PREDICTING TRAFFIC INFORMATION FOR AT LEAST ONE MAP TILE AREA

    公开(公告)号:US20240203246A1

    公开(公告)日:2024-06-20

    申请号:US18082350

    申请日:2022-12-15

    CPC classification number: G08G1/0141 G08G1/0125 G01C21/3492

    Abstract: The disclosure provides a method, a system, and a computer program product for predicting traffic information for at least one map tile area. The method comprises obtaining probe data and map attribute data for each of a plurality of road segments in the at least one map tile area. The method may include generating current traffic condition data for each of the plurality of road segments in the at least one map tile area based on the obtained probe data and the obtained map attribute data. The method may further include obtaining historical traffic pattern data associated with each of the plurality of road segments in the at least one map tile area. The method may further include generating a tile based traffic index (TTI) for the at least one map tile area based on aggregating the current traffic condition data and the historical traffic pattern data of the plurality of road segments in the at least one map tile area and providing TTI and predicting the traffic information for the at least one map tile area based on the generated tile based traffic index (TTI).

    SYSTEM AND METHOD FOR GENERATING TRAFFIC CONGESTION DATA FOR AN IMPACTED ROAD

    公开(公告)号:US20240194059A1

    公开(公告)日:2024-06-13

    申请号:US18077081

    申请日:2022-12-07

    Abstract: A system, a method, and a computer program product may be provided for generating traffic congestion data for a road in a region. The system may include a memory configured to store computer executable instructions and a processor configured to execute the computer executable instructions to obtain probe data and map data. The processor may be further configured to generate traffic condition data for the road. The processor may be further configured to determine speed changes data associated with one or more vehicles. The processor may be further configured to calculate congestion length, time period, congestion speed for the one or more vehicles to reach a non-congestion state from a congestion state. The processor may be further configured to generate the traffic congestion data, based on the speed changes data, congestion length, a time period and congestion speed associated with the one or more vehicles on the road.

    METHOD, APPARATUS, AND SYSTEM FOR DETERMINING ROAD WORK ZONE TRAVEL TIME RELIABILITY BASED ON VEHICLE SENSOR DATA

    公开(公告)号:US20230204372A1

    公开(公告)日:2023-06-29

    申请号:US17562645

    申请日:2021-12-27

    Abstract: An approach is provided for determining road work zone travel time reliability based on vehicle sensor data. The approach involves, for instance, aggregating telematic data generated by vehicles traveling within a geographic area, to detect a road work zone and/or active time period(s) thereof. The approach also involves identifying a start location and an end location of the road work zone. The approach further involves identifying a starting time point when one of the vehicles approaching the start location and an end time point when the vehicle passes the end location. The approach further involves calculating a time difference between the start and end time points as a travel time through the road work zone. The approach further involves aggregating the vehicle travel times, to compute work zone travel time reliability index(es) for the road work zone. The approach further involves providing the travel time reliability index(es) as an output.

    METHOD AND APPARATUS FOR VEHICLE LOCALIZATION AND ENHANCED VEHICLE OPERATION

    公开(公告)号:US20230160699A1

    公开(公告)日:2023-05-25

    申请号:US17532753

    申请日:2021-11-22

    Inventor: Jingwei XU

    CPC classification number: G01C21/30 G01C21/3815 G01C21/3841 G06K7/1413

    Abstract: A method, apparatus and computer program product are provided to estimate the location of a vehicle based at least in part upon one or more data objects obtained by one or more sensors onboard the vehicle. One or more road segment attributes may be determined for one or more road segment indicia identified by the one or more data objects and the location of the vehicle may be estimated based at least in part upon the one or more road segment attributes. Furthermore, one or more driving profiles associated with the estimated location of the vehicle may be accessed and one or more navigational instructions may be determined based at least in part on one or more driving profile attributes of the one or more driving profiles. As a result, the vehicle may be navigated in a more informed and reliable manner.

    METHODS AND SYSTEMS FOR PREDICTING ROAD CLOSURE IN A REGION

    公开(公告)号:US20220207994A1

    公开(公告)日:2022-06-30

    申请号:US17138583

    申请日:2020-12-30

    Abstract: A method, a system, and a computer program product are provided for predicting road closure in a region. The method comprises obtaining, probe data, such as sensor data, and map data, for the region. The method may include detecting a change in speed of a one or more vehicle on a road, based on the obtained probe data and the obtained map data for the region, wherein the change in speed is associated with a slowdown event associated with the one or more vehicles. The method may include identifying a vehicle event on the road based on the detected change in speed of the one or more vehicles, wherein the vehicle event is associated with a location corresponding to a matching trajectory of the one or more vehicles and predicting the road closure based on the identified vehicle event.

    METHOD, APPARATUS, AND SYSTEM FOR IDENTIFYING MOBILE WORK ZONES

    公开(公告)号:US20220038860A1

    公开(公告)日:2022-02-03

    申请号:US17387661

    申请日:2021-07-28

    Abstract: An approach is provided for identifying and characterizing mobile work zones (e.g., roadway striping, pothole filling, tree trimming, etc.). The approach, for example, involves processing probe data at a lane level to determine at least one forward forming shockwave associated with a congestion front of a mobile roadwork zone on at least one lane. The approach also involves providing data indicating the mobile roadwork zone as an output. The approach further involves determining a propagation rate of the mobile roadwork zone. The approach further involves determining a congestion recovery speed, where the congestion is caused by the mobile roadwork zone.

    METHOD, APPARATUS, AND SYSTEM FOR DETECTING LANE DEPARTURE EVENTS BASED ON PROBE DATA AND SENSOR DATA

    公开(公告)号:US20220013014A1

    公开(公告)日:2022-01-13

    申请号:US17371897

    申请日:2021-07-09

    Abstract: An approach is provided for detecting lane departure events based on map data and probe data. The approach, for example, involves map-matching probe data to a lane of a road segment. The probe data is collected from one or more sensors of at least one vehicle and/or at least one user device that traversed the road segment. The approach also involves processing the probe data to detect at least one lane departure event. The approach further involves categorizing the at least one lane departure event as an intentional lane departure event or an unintentional lane departure event. The approach further involves creating a lane departure warning message for the road segment based on the at least one categorized lane departure event, and/or road segments associated with multiple lane departure warning messages within a certain time period. The approach further involves providing the lane departure warning message as an output.

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