AUGMENTING INDOOR-OUTDOOR DETECTION USING SIDE INFORMATION
    14.
    发明申请
    AUGMENTING INDOOR-OUTDOOR DETECTION USING SIDE INFORMATION 审中-公开
    使用侧面信息促进室内外检测

    公开(公告)号:US20170078854A1

    公开(公告)日:2017-03-16

    申请号:US14853933

    申请日:2015-09-14

    Abstract: Methods, systems, computer-readable media, and apparatuses for determining indoor/outdoor state of a mobile device are presented. In some embodiments, a sensor reading is obtained from a sensor accessible by the mobile device. Contemporaneous information related to a local condition associated with an area where the mobile device is located is obtained. At least the sensor reading and the information related to a local condition are provided as input to an indoor/outdoor detection model selected from a plurality of trained models. Based on the model, the mobile device is classified as indoors or outdoors.

    Abstract translation: 提出了用于确定移动设备的室内/室外状态的方法,系统,计算机可读介质和设备。 在一些实施例中,从可由移动设备访问的传感器获得传感器读数。 获得与移动设备所在的区域相关联的本地条件的相关信息。 至少将传感器读数和与局部条件相关的信息提供给从多个训练模型中选择的室内/室外检测模型的输入。 基于该模型,移动设备被分类为室内或室外。

    Aggregate context inferences using multiple context streams
    15.
    发明授权
    Aggregate context inferences using multiple context streams 有权
    使用多个上下文流的聚合上下文推断

    公开(公告)号:US09582755B2

    公开(公告)日:2017-02-28

    申请号:US13799337

    申请日:2013-03-13

    CPC classification number: G06N5/02 H04M1/72563 H04M2250/12

    Abstract: Methods, systems, computer-readable media, and apparatuses for inferring context are provided. In one potential implementation, first context information associated with a first duration is identified, second context information is accessed to determine a context segmentation boundary; and the first context information and the second context information is then aggregated to generate an inferred segmented aggregated context. In a further implementation, the first context information is used to average inferred contexts, and the context segmentation boundary is used to reset a start time for averaging the first context information.

    Abstract translation: 提供了用于推断上下文的方法,系统,计算机可读介质和装置。 在一个潜在实现中,识别与第一持续时间相关联的第一上下文信息,访问第二上下文信息以确定上下文分段边界; 然后聚合第一上下文信息和第二上下文信息以生成推断的分段聚合上下文。 在进一步的实现中,第一上下文信息用于平均推断的上下文,并且使用上下文分段边界来重置用于平均第一上下文信息的开始时间。

    Adaptive sensor sampling for power efficient context aware inferences
    17.
    发明授权
    Adaptive sensor sampling for power efficient context aware inferences 有权
    自适应传感器采样功率高效情境识别推论

    公开(公告)号:US09268399B2

    公开(公告)日:2016-02-23

    申请号:US13782989

    申请日:2013-03-01

    Abstract: Disclosed is a system, apparatus, computer readable storage medium, and method to perform a context inference for a mobile device. In one embodiment, a data processing system includes a processor and a storage device configurable to store instructions to perform a context inference for the data processing system. Data may be received from at least a first sensor, and a first classification of the data from the sensor may be performed. Confidence for the first classification can be determined and a second sensor can be activated based on a determination that the confidence fails to meet a confidence threshold. A data sample classification from the activated second sensor may be classified jointly with the data from first sensor.

    Abstract translation: 公开了一种用于对移动设备执行上下文推断的系统,装置,计算机可读存储介质和方法。 在一个实施例中,数据处理系统包括处理器和可配置为存储用于对数据处理系统执行上下文推断的指令的存储设备。 可以从至少第一传感器接收数据,并且可以执行来自传感器的数据的第一分类。 可以确定第一分类的置信度,并且可以基于确定不能满足置信阈值的确定来激活第二传感器。 来自激活的第二传感器的数据样本分类可以与来自第一传感器的数据一起分类。

    Smartphone motion classifier
    18.
    发明授权

    公开(公告)号:US11029328B2

    公开(公告)日:2021-06-08

    申请号:US14865665

    申请日:2015-09-25

    Abstract: Disclosed is an apparatus and method for classifying a motion state of a mobile device comprising: determining a first motion state associated with a highest probability value and with a first confidence level greater than a first threshold; entering the first motion state; while the first motion state is active, determining a second motion state associated with a highest probability value and with a second confidence level greater than the first threshold, the second motion state being different from the first motion state; determining whether the second motion state is to be entered; and in response to determining that the second motion state is to be entered, entering the second motion state.

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