Adaptive analysis of driver behavior

    公开(公告)号:US11176845B2

    公开(公告)日:2021-11-16

    申请号:US15898195

    申请日:2018-02-15

    Inventor: Pavel Stankoulov

    Abstract: An automated method of evaluating driver performance using adaptive models includes: receiving sensor data generated by a set of vehicle sensors associated with a vehicle; generating a set of predicted paths of the vehicle based at least partly on the received sensor data; retrieving map information from a map database, the map information including road links along the set of predicted paths of the vehicle; retrieving a set of evaluation curves associated with the road links, where inclusion in the set of evaluation curves is based on evaluation of dynamic models associated with the road links along the set of predicted paths; calculating mathematical differences between each evaluation curve and the received data and generating a driver score based on a calculated difference in area between the received data and each evaluation curve; and displaying a warning if at least one of the calculated mathematical differences exceeds a warning threshold.

    PROJECTION, CONTROL, AND MANAGEMENT OF USER DEVICE APPLICATIONS USING A CONNECTED RESOURCE

    公开(公告)号:US20210200501A1

    公开(公告)日:2021-07-01

    申请号:US17135030

    申请日:2020-12-28

    Inventor: Pavel Stankoulov

    Abstract: A gateway that projects user device application content (e.g., streaming video) to a connected resource is described. The user device may be an electronic device such as a smart phone, tablet, wearable device, etc. The connected resource may be a device such as a vehicle head unit. Application content may be associated with any applications that may be executed by the user device, such as media streaming services, games, etc. User inputs received at the connected resource may be applied at the user device via the gateway by translating the received user input data, as appropriate, and emulating the received inputs at the user device. Applications may be recognized by the gateway such that application content may be filtered or otherwise processed or managed, as appropriate. Machine learning may be used to train models associated with application or content recognition, rules associated with operating restrictions, and/or other such elements.

    Interactive multi-touch remote control

    公开(公告)号:US10366602B2

    公开(公告)日:2019-07-30

    申请号:US14283139

    申请日:2014-05-20

    Abstract: A remote controller that interacts with a system under control (SUC) includes: at least one input adapted to receive data from a user; a command interpreter adapted to evaluate data received via the at least one input and determine whether the received data is associated with a remote command from among a set of remote commands associated with the SUC; at least one communication element adapted to send remote commands to the SUC; and at least one haptic feedback element adapted to provide feedback to the user, where the SUC is an in-vehicle system including a display. An automated method includes: generating a list of recognizers; passing user input event data to the recognizers; determining a status for each recognizer; identifying a single recognizer based on the status, and retrieving a command associated with the single recognizer, where the input event is associated with an in-vehicle system having a display.

    Roundtrip range projection
    34.
    发明授权

    公开(公告)号:US10222222B2

    公开(公告)日:2019-03-05

    申请号:US14981631

    申请日:2015-12-28

    Inventor: Pavel Stankoulov

    Abstract: An automated method that determines a roundtrip range of a vehicle includes: retrieving a set of parameters associated with the vehicle; retrieving map information regarding a geographic area including multiple links associated with available roadways in the geographic area and each link includes a cost value; determining a set of roundtrip range projection links by evaluating the links to identify multiple roundtrip paths extending radially outward from the vehicle by: determining a total cost of an outbound path and a return path, where the paths meet at a common node; and including the common node in a range projection polygon if a summed cost for a set of links included in the outbound path and the return path is less than a target cost; and generating and displaying a map of at least a portion of the geographic area and a set of range projection polygons overlaid onto the map.

    Recording, monitoring, and analyzing driver behavior
    35.
    发明授权
    Recording, monitoring, and analyzing driver behavior 有权
    记录,监控和分析驱动程序的行为

    公开(公告)号:US09569984B2

    公开(公告)日:2017-02-14

    申请号:US13711608

    申请日:2012-12-11

    Inventor: Pavel Stankoulov

    Abstract: A system that monitors, records and analyzes driver performance includes: a vehicle sensor module that receives data from a set of sensors that each measure a driving characteristic associated with a vehicle; a map data access module that retrieves map data elements indicating various features associated with a path of the vehicle including a set of previously-defined segments, each segment having a set of associated joints each including a set of associated attributes including a set of fixed attributes with unchanging values; and a driver behavior engine that monitors and evaluates driver performance; calculates mathematical differences between a set of evaluation curves and each of multiple corresponding performance curves based on the set of measured driving characteristics, where the mathematical differences are quantified by determining a geometrical area between each evaluation curve and each corresponding performance curve, where the curves are associated with a particular driver and a particular trip.

    Abstract translation: 监测,记录和分析驾驶员性能的系统包括:车辆传感器模块,其从一组传感器接收数据,每个传感器测量与车辆相关联的驾驶特性; 地图数据访问模块,其检索指示与车辆的路径相关联的各种特征的地图数据元素,其包括一组先前定义的段,每个段具有一组关联的关节,每个段包括一组相关联的属性,包括一组固定属性 用不变的价值观 以及监视和评估驱动程序性能的驱动程序行为引擎; 基于所测量的驱动特性的集合计算一组评估曲线和多个相应的性能曲线之间的数学差异,其中通过确定每个评估曲线和每个相应的性能曲线之间的几何面积来量化数学差异,其中曲线为 与特定驾驶员和特定行程相关联。

    DISTRIBUTED CROSS-PLATFORM USER INTERFACE AND APPLICATION PROJECTION
    36.
    发明申请
    DISTRIBUTED CROSS-PLATFORM USER INTERFACE AND APPLICATION PROJECTION 审中-公开
    分布式交叉平台用户界面和应用程序投影

    公开(公告)号:US20140156734A1

    公开(公告)日:2014-06-05

    申请号:US14042365

    申请日:2013-09-30

    Inventor: Pavel Stankoulov

    Abstract: A mobile device application adapted to provide multimedia content to a target canvas is described. The application includes sets of instructions for: establishing a communication link with an external system associated with the target canvas; rendering multimedia content for playback by the target canvas; and sending the rendered multimedia content to the target canvas over the communication link. A mobile device application adapted to execute web-based applications in a browser associated with an external system includes sets of instructions for: establishing a communication link with the external system; accessing a web-based application; and rendering content associated with the application and sending the rendered content to the external system for display in the browser. A system adapted to provide multimedia content includes: a target adapted to display multimedia content; a host adapted to generate multimedia content; and a remote server adapted to at least partially control the display of multimedia content.

    Abstract translation: 描述了适于向目标画布提供多媒体内容的移动设备应用。 应用程序包括以下指令集:建立与与目标画布相关联的外部系统的通信链接; 渲染由目标画布回放的多媒体内容; 并通过通信链路将呈现的多媒体内容发送到目标画布。 适于在与外部系统相关联的浏览器中执行基于web的应用的移动设备应用包括用于:建立与所述外部系统的通信链路的指令集; 访问基于Web的应用程序; 以及呈现与应用相关联的内容并将所呈现的内容发送到外部系统以在浏览器中显示。 适于提供多媒体内容的系统包括:适于显示多媒体内容的目标; 适于产生多媒体内容的主机; 以及适于至少部分地控制多媒体内容的显示的远程服务器。

    DISTRIBUTED CROSS-PLATFORM USER INTERFACE AND APPLICATION PROJECTION
    38.
    发明公开
    DISTRIBUTED CROSS-PLATFORM USER INTERFACE AND APPLICATION PROJECTION 审中-公开
    跨平台分发的用户界面和应用投影

    公开(公告)号:EP2929449A1

    公开(公告)日:2015-10-14

    申请号:EP13861212.2

    申请日:2013-12-03

    Abstract: A mobile device application adapted to provide multimedia content to a target canvas is described. The application includes sets of instructions for: establishing a communication link with an external system associated with the canvas; rendering multimedia content for playback by the target canvas; and sending the rendered multimedia content to the canvas over the communication link. A mobile device application adapted to execute web-based applications in a browser associated with an external system includes sets of instructions for: establishing a communication link with the external system; accessing a web-based application; and rendering content associated with the application and sending the rendered content to the external system for display in the browser. A system adapted to provide multimedia content includes: a target adapted to display multimedia content; a host adapted to generate multimedia content; and a remote server adapted to at least partially control the display of multimedia content.

    INTERACTIVE MULTI-TOUCH REMOTE CONTROL
    39.
    发明公开
    INTERACTIVE MULTI-TOUCH REMOTE CONTROL 审中-公开
    交互式多点触控遥控器

    公开(公告)号:EP3000013A1

    公开(公告)日:2016-03-30

    申请号:EP14800689.3

    申请日:2014-05-20

    CPC classification number: G08C17/02 G08C2201/112 G08C2201/114

    Abstract: A remote controller that interacts with a system under control (SUC) includes: at least one input adapted to receive data from a user; a command interpreter adapted to evaluate data received via the at least one input and determine whether the received data is associated with a remote command from among a set of remote commands associated with the SUC; at least one communication element adapted to send remote commands to the SUC; and at least one haptic feedback element adapted to provide feedback to the user, where the SUC is an in-vehicle system including a display. An automated method includes: generating a list of recognizers; passing user input event data to the recognizers; determining a status for each recognizer; identifying a single recognizer based on the status, and retrieving a command associated with the single recognizer, where the input event is associated with an in-vehicle system having a display.

    VEHICLE RANGE PROJECTION
    40.
    发明公开

    公开(公告)号:EP3770556A1

    公开(公告)日:2021-01-27

    申请号:EP20186004.6

    申请日:2014-02-21

    Abstract: A system adapted to determine a projected range of a vehicle is described. The system includes: a storage element adapted to store a set of parameters associated with a vehicle; a map evaluation element adapted to retrieve information regarding a geographic area associated with a position of the vehicle; and a processing element adapted to determine the projected range of the vehicle based at least partly on the set of parameters and the retrieved information. An automated method of projecting a range of a vehicle includes: generating a set of range projection links; generating a monochrome bitmap based at least partly on the set of range projection links; rendering the set of range projection links within the monochrome bitmap; and tracing the rendered links to generate a polygon outline of the range of the vehicle. An automated method of caching map data for vehicle range projection is described.

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