METHOD AND SYSTEM FOR MAP MATCHING OF ROAD SIGN OBSERVATIONS

    公开(公告)号:US20200018604A1

    公开(公告)日:2020-01-16

    申请号:US16036661

    申请日:2018-07-16

    Abstract: A method, system, and computer program product is provided, for example, for matching a road sign observation information on a map application. The method may include receiving the road sign observation information. The method may further include identifying a plurality of candidate links based on a first distance between a location of the road sign observation information detection and a plurality of shape points. Additionally, the method may include calculating a heading difference between each of the plurality of candidate links and the location of the road sign observation information detection. Furthermore, the method may include identifying one or more qualified links from the plurality of candidate links, wherein the heading difference between each of the one or more qualified links from the plurality of candidate links and the location of the road sign observation information detection is within a predetermined heading difference threshold. Also, the method may include matching the road sign observation information to at least one of the one or more qualified links based on a second distance. Finally, the method may include changing the map-matched link from the candidate link to its downstream link if the road sign is too close to the end of the map-matched candidate link.

    METHOD, APPARATUS, AND SYSTEM FOR TRAFFIC SIGN LEARNING

    公开(公告)号:US20190325235A1

    公开(公告)日:2019-10-24

    申请号:US15957518

    申请日:2018-04-19

    Abstract: An approach is provided for traffic sign learning. The approach involves, for example, receiving a plurality of traffic sign observations generated using sensor data collected from a plurality of vehicles. Each of the plurality of traffic sign observations includes location data and sign property data for an observed traffic sign corresponding to said each of the plurality of traffic sign observations. The approach also involves clustering the plurality of traffic speed sign observations into at least one cluster based on the location data and the sign property data. The approach further involves determining a learned sign for the at least one cluster, and determining a learned sign value indicated by the learned sign based on the location data, the sign property data, or a combination of the plurality of traffic sign observations aggregated in the at least one cluster.

    METHOD, APPARATUS, AND SYSTEM FOR MACHINE LEARNING OF PHYSICAL DIVIDERS USING MAP DATA AND VEHICULAR SENSOR DATA

    公开(公告)号:US20190243375A1

    公开(公告)日:2019-08-08

    申请号:US15890009

    申请日:2018-02-06

    Abstract: An approach is provided for machine learning of physical dividers. The approach, for instance, involves retrieving map data, sensor data, or a combination thereof for a segment of a road. The approach also involves retrieving ground truth data for the segment of the road. The ground truth data, for instance, indicates a true presence or a true absence of the physical divider on the segment of the road. The approach further involves processing the map data, the sensor, or a combination thereof and the ground truth data to train a machine learning model to predict the physical divider using the map data, the sensor data, or a combination thereof as an input. The approach further involves using the trained machine learning model to a generate a physical divider overlay of a map representation of a road network.

    METHOD AND APPARATUS FOR PUBLISHING ROAD EVENT MESSAGES

    公开(公告)号:US20190147736A1

    公开(公告)日:2019-05-16

    申请号:US15815288

    申请日:2017-11-16

    Abstract: An approach is provided for publishing a road event message according to a hysteresis. For example, the approach involves processing a road report to determine a road event associated with a geographic location and a confidence metric of the road event. The approach also involves initiating a publishing of a road event message to indicate the road event for the geographic location based on determining that the confidence metric is greater than an upper threshold of a hysteresis. The approach further involves processing one or more other road reports to update the confidence metric of the road event. The approach further involves initiating a cancelling of the road event message based on determining that the updated confidence metric is less than a lower threshold of the hysteresis.

    METHOD AND APPARATUS FOR TRIGGERING VEHICLE SENSORS BASED ON HUMAN ACCESSORY DETECTION

    公开(公告)号:US20180072313A1

    公开(公告)日:2018-03-15

    申请号:US15264180

    申请日:2016-09-13

    Inventor: Leon STENNETH

    CPC classification number: B60W30/09 B60Q9/008 B60W2550/10

    Abstract: An approach is provided for triggering vehicle sensors based on human accessory detection. The approach involves receiving a location of a detection of a human accessory object in a travel network. The human accessory object is a physical object associated with a probability that a human or an animal is within a vicinity of the human accessory object. The approach also involves generating a location-based record of the human accessory object in a map database based on the location. The approach further involves a sensor of a vehicle being activated to detect the human or the animal when the vehicle is detected to enter a geographic area of the travel network associated with the location-based record of the human accessory object.

    METHOD AND APPARATUS FOR PROVIDING SELECTION AND PRIORITIZATION OF SENSOR DATA

    公开(公告)号:US20170318117A1

    公开(公告)日:2017-11-02

    申请号:US15651682

    申请日:2017-07-17

    Inventor: Leon STENNETH

    CPC classification number: H04L67/2842 H04L67/12 H04L67/322 H04Q9/00

    Abstract: An approach is provided for processing and transmitting sensor data in a bandwidth efficient manner. The approach involves causing, at least in part, a specification of one or more prioritization attributes for one or more sensors associated with at least one transmitting entity. The approach further involves processing and/or facilitating a processing of the one or more prioritization attributes to determine whether to cause, at least in part, (a) a transmission of sensor data associated with the one or more sensors to at least one receiving entity, (b) a caching of the sensor data prior to a batch transmission of the sensor data to the at least one receiving entity, or (c) a combination thereof.

    METHOD AND APPARATUS FOR PROVIDING NOTIFICATIONS BASED ON RANKING OF ROAD LINKS
    127.
    发明申请
    METHOD AND APPARATUS FOR PROVIDING NOTIFICATIONS BASED ON RANKING OF ROAD LINKS 审中-公开
    基于道路链接排序提供通知的方法和装置

    公开(公告)号:US20160144853A1

    公开(公告)日:2016-05-26

    申请号:US14552074

    申请日:2014-11-24

    Abstract: An approach is provided for prioritizing notification to one or more vehicles based on the ranking of one or more road links. The approach involves determining one or more road links that are associated with at least one curvature value greater than at least one curvature threshold value. The approach also involves determining humanized speed information and speed limit information for the one or more road links. The approach further involves processing and/or facilitating a processing of the at least one curvature value, the humanized speed information, and the speed limit information to determine danger level information for the one or more road links. The approach also involves causing, at least in part, a ranking of the one or more road links based, at least in part, on the danger level information. The approach further involves causing, at least in part, a prioritization of one or more notifications to one or more vehicles approaching or traveling the one or more road links based, at least in part, on the ranking of the one or more road links.

    Abstract translation: 提供了一种基于一个或多个道路链路的排名来将通知优先于一个或多个车辆的方法。 所述方法包括确定与至少一个曲率值至少大于至少一个曲率阈值的至少一个曲率值相关联的一个或多个道路连杆。 该方法还涉及确定用于一个或多个道路链路的人性化速度信息和速度限制信息。 该方法进一步涉及处理和/或促进对至少一个曲率值,人化速度信息和速度限制信息的处理,以确定一个或多个道路链路的危险等级信息。 该方法还涉及至少部分地至少部分地基于危险等级信息来引起一个或多个道路链路的排名。 该方法还包括至少部分地至少部分地至少部分地使一个或多个通知对一个或多个接近或行进一个或多个道路链路的一个或多个车辆进行优先级排列,至少部分地基于一个或多个道路链路的排名。

    METHOD AND APPARATUS FOR PROVIDING SELECTION AND PRIORITIZATION OF SENSOR DATA
    128.
    发明申请
    METHOD AND APPARATUS FOR PROVIDING SELECTION AND PRIORITIZATION OF SENSOR DATA 有权
    用于提供传感器数据选择和优化的方法和装置

    公开(公告)号:US20150244826A1

    公开(公告)日:2015-08-27

    申请号:US14189728

    申请日:2014-02-25

    Inventor: Leon STENNETH

    CPC classification number: H04L67/2842 H04L67/12 H04L67/322 H04Q9/00

    Abstract: An approach is provided for processing and transmitting sensor data in a bandwidth efficient manner. The approach involves causing, at least in part, a specification of one or more prioritization attributes for one or more sensors associated with at least one transmitting entity. The approach further involves processing and/or facilitating a processing of the one or more prioritization attributes to determine whether to cause, at least in part, (a) a transmission of sensor data associated with the one or more sensors to at least one receiving entity, (b) a caching of the sensor data prior to a batch transmission of the sensor data to the at least one receiving entity, or (c) a combination thereof.

    Abstract translation: 提供了一种以带宽有效的方式处理和传输传感器数据的方法。 该方法至少部分地导致与至少一个发送实体相关联的一个或多个传感器的一个或多个优先化属性的规范。 该方法进一步涉及处理和/或促进一个或多个优先化属性的处理以确定是否至少部分地使(a)将与一个或多个传感器相关联的传感器数据传输到至少一个接收实体 ,(b)在将所述传感器数据批量传输到所述至少一个接收实体之前将所述传感器数据缓存,或(c)其组合。

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