METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR VERIFYING AND/OR UPDATING ROAD MAP GEOMETRY BASED ON RECEIVED PROBE DATA

    公开(公告)号:US20180121483A1

    公开(公告)日:2018-05-03

    申请号:US15336267

    申请日:2016-10-27

    CPC classification number: G06F16/2365 G01C21/32 G06F16/23 G06F16/29

    Abstract: A method is provided for verifying and/or updating map geometry based on a probe data. A method may include: receiving probe data from a plurality of probes within a region, where the probe data includes at least one of heading information and location information for each probe data point; matching the probe data to a link segment to generate map-matched probe data; calculating a difference between the at least one of heading information and location information of the map-matched probe data points and of the link segment; determining a statistical mean of the data; determining an error of the statistical mean of the data; and flagging the link segment for manual review in response to the statistical mean being greater than the error of the statistical mean multiplied by a biasing factor.

    Method, apparatus and computer program product for providing local hazard warnings

    公开(公告)号:US09933548B1

    公开(公告)日:2018-04-03

    申请号:US15392438

    申请日:2016-12-28

    CPC classification number: G01W1/10 G08B21/10 G08B27/006

    Abstract: Embodiments described herein may provide a method for providing a local hazard warning to vehicles or devices at locations near an observed weather condition. Methods may include: receiving an indication of an observed weather condition from a probe; receiving an indication of a location of the observed weather condition from the probe; generating an estimation of a local hazard at a plurality of locations proximate the location of the observed weather condition; generating a confidence level of the local hazard at each of the plurality of locations proximate the location of the observed weather condition; and generating a local hazard warning for at least one of the plurality of locations in response to the confidence level for the at least one of the plurality of locations satisfying a predefined measure.

    Method, apparatus, and computer program product for selecting weather stations
    3.
    发明授权
    Method, apparatus, and computer program product for selecting weather stations 有权
    用于选择气象站的方法,设备和计算机程序产品

    公开(公告)号:US09584237B1

    公开(公告)日:2017-02-28

    申请号:US15148136

    申请日:2016-05-06

    Abstract: A method is provided herein for selecting a combination of a subset of weather stations from among a plurality of weather stations for estimating the weather at a specific location. The method may include: receiving an indication of a plurality of weather stations within a predefined area, where the predefined area includes a first location; determining, for each of the plurality of weather stations, a distance of the weather station from the first location; calculating, for a plurality of different combinations of subsets of the plurality of weather stations, an average distance of the weather stations of each of the plurality of different combinations from the first location; calculating, for each of the different combinations of subsets, an average location relative to the first location; and selecting a combination of a subset of the plurality of weather stations based on the average distance and the average location.

    Abstract translation: 本文提供了一种用于从多个气象站中选择气象站的子集的组合以估计特定位置的天气的方法。 该方法可以包括:在预定区域内接收多个气象站的指示,其中预定区域包括第一位置; 为所述多个气象站中的每一个确定所述气象站与所述第一位置的距离; 对于所述多个气象站的子集的多个不同组合,计算所述多个不同组合中的每一个的气象站与所述第一位置的平均距离; 为每个子集的不同组合计算相对于第一位置的平均位置; 以及基于所述平均距离和所述平均位置来选择所述多个气象站的子集的组合。

    Method and system to generate machine learning model for evaluating quality of data

    公开(公告)号:US11537944B2

    公开(公告)日:2022-12-27

    申请号:US16738652

    申请日:2020-01-09

    Abstract: A system, a method and a computer program product are provided for evaluating quality of data, such as sensor data and map data, using a machine learning model. The system may include at least one memory configured to store computer executable instructions and at least one processor configured to execute the computer executable instructions to obtain first sensor features of the first sensor data associated with a road object in a first geographic region, first map features of the first map data associated with the road object and ground truth data associated with the road object. The processor may be configured to generate the machine learning model by configuring the ground truth data and calculating first information scores for each of the first sensor features and the first map features by recursively splitting each of the first sensor features and the first map features.

    METHOD AND APPARATUS FOR VERIFYING RAIN EVENT WARNINGS

    公开(公告)号:US20220135043A1

    公开(公告)日:2022-05-05

    申请号:US17087089

    申请日:2020-11-02

    Abstract: A method, apparatus and computer program product for determining a rain event warning are described herein. In the context of a method, an indication of the rain event warning for one or more locations may be received. The method may obtain, for a respective rain event warning, sensor data corresponding to a weather condition within a region that includes the location with which the respective rain event warning is associated. The method may evaluate the sensor data to determine whether the sensor data is indicative of the weather condition (e.g., rain). The method may determine a rain event warning confidence based at least in part on evaluation of the sensor data. The method may cause the rain event warning to be published in an instance in which the rain event warning confidence satisfies a confidence threshold.

    Map-centric map matching method and apparatus

    公开(公告)号:US10677598B2

    公开(公告)日:2020-06-09

    申请号:US15989798

    申请日:2018-05-25

    Abstract: A method, apparatus and computer program product are provided to process probe data in accordance with a map-centric map matching technique. Methods may include obtaining a road link from a database of a plurality of road links; calculating a boundary separation distance for spacing vertices along a length of the road link; determining a sequence of vertices along the road link according to the boundary separation distance; generating, for each vertex, a spatial boundary where an overlap between spatial boundaries of adjacent vertices extends a first distance from the road link, where the first distance is a minimum distance from the road link; and providing for storage of a spatial boundary structure for the road link including the plurality of spatial boundaries associated with the road link.

    Method and apparatus for providing aggregated notifications for travel segments
    8.
    发明授权
    Method and apparatus for providing aggregated notifications for travel segments 有权
    为旅行段提供聚合通知的方法和装置

    公开(公告)号:US09506763B2

    公开(公告)日:2016-11-29

    申请号:US14609950

    申请日:2015-01-30

    Abstract: An approach is provided for determining a plurality of notifications associated with one or more curved sections of at least one travel segment. The approach involves causing, at least in part, an aggregation of the plurality of notifications into at least one aggregated notification based, at least in part, on a road distance threshold between the one or more curved sections. The approach also involves causing, at least in part, a presentation of the at least one aggregated notification in place of separately presenting the plurality of notifications.

    Abstract translation: 提供了一种用于确定与至少一个行进段的一个或多个弯曲部分相关联的多个通知的方法。 该方法至少部分地是至少部分地基于一个或多个弯曲部分之间的道路距离阈值,将多个通知的聚集导致至少一个聚合通知。 该方法还包括至少部分地导致至少一个聚合通知的呈现代替分开呈现多个通知。

    System and method for processing event data

    公开(公告)号:US12152901B2

    公开(公告)日:2024-11-26

    申请号:US17824521

    申请日:2022-05-25

    Abstract: A system, a method, and a computer program product may be provided for processing event data. For example, event data relating to an occurrence of an event corresponding to a first tile is received, and a first count value associated with the received event data is determined. A threshold count value associated with the event within the first tile is obtained, and dynamic switching between a link-based processing and a tile-based processing is performed, based on a comparison between the first count value and the threshold count value, wherein on determining the first count value to be greater than the threshold count value, the tile-based processing is performed, and on determining the first count value to be lesser than the threshold count value, the link-based processing is performed.

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