UTILIZING MACHINE INTELLIGENCE TO IDENTIFY ANOMALIES

    公开(公告)号:US20200053108A1

    公开(公告)日:2020-02-13

    申请号:US16057732

    申请日:2018-08-07

    Applicant: APPLE INC.

    Abstract: The subject technology receives an input data set including rows of values for features of the input data set, each row including a different combination of values for the features. The subject technology classifies one or more rows of values as an anomaly based on anomaly scores determined for each of the rows of values. The subject technology determines a subset of the different features that affect the anomaly scores of the one or more rows classified as the anomaly. The subject technology determines a root cause for at least one of the rows classified as the anomaly based on values of the subset of the different features for the at least one of the rows. The subject technology provides an indication of the root cause to a device to enable the device to perform an action when encountering conditions corresponding to the root cause at a subsequent time.

    Reminders according to used/connected/nearby device capability

    公开(公告)号:US10038987B2

    公开(公告)日:2018-07-31

    申请号:US14257754

    申请日:2014-04-21

    Applicant: Apple Inc.

    CPC classification number: H04W4/16

    Abstract: This specification discloses methods and systems for setting automatic reminders in a primary device when the services/capabilities offered by the primary device or one of the connected/nearby devices change. In a first embodiment, the method can include sending a reminder according to a service becoming available on a mobile device. For example, a user can request a mobile device to send a reminder when a reliable voice call service becomes available on the mobile device. In a second embodiment, the method can include sending a notification according to a service or capability becoming available on a nearby device. In a third embodiment, the method can include sending a notification according to a service or capability becoming available on a connected/newly used device.

    Methods and systems for adaptive channel estimation/prediction filter design
    24.
    发明授权
    Methods and systems for adaptive channel estimation/prediction filter design 有权
    自适应信道估计/预测滤波器设计的方法和系统

    公开(公告)号:US09432221B2

    公开(公告)日:2016-08-30

    申请号:US14754423

    申请日:2015-06-29

    Applicant: Apple Inc.

    Inventor: Gencer Cili

    Abstract: A method to adapt a set of multi-point channel estimation filters for use in wireless communications including measuring a plurality of reception values is provided. Each reception value included in the plurality of reception values associated with one of the network nodes. The method includes sorting the plurality of reception values according to magnitude and determining a select reception value. The method includes selecting a particular network node from the set of network nodes based on the reception value. The reception value is within a threshold from the select reception value. The method includes adjusting the length of a multi-point channel estimation filter associated with the particular network node. The adjusting the length is based on a lookup table and on the reception value associated with the particular network node, according to some embodiments. User equipment in a wireless network adapted for the above method is also provided.

    Abstract translation: 提供了一种适用于包括测量多个接收值的无线通信中使用的一组多点信道估计滤波器的方法。 每个接收值包括在与一个网络节点相关联的多个接收值中。 该方法包括根据幅度对多个接收值进行排序并确定选择接收值。 所述方法包括基于所述接收值从所述一组网络节点中选择特定网络节点。 接收值在选择接收值的阈值以内。 该方法包括调整与特定网络节点相关联的多点信道估计滤波器的长度。 根据一些实施例,调整长度基于查找表和与特定网络节点相关联的接收值。 还提供了适用于上述方法的无线网络中的用户设备。

    Fast scan algorithm for higher priority service search
    25.
    发明授权
    Fast scan algorithm for higher priority service search 有权
    快速扫描算法用于更高优先级的服务搜索

    公开(公告)号:US09420480B2

    公开(公告)日:2016-08-16

    申请号:US13947928

    申请日:2013-07-22

    Applicant: Apple Inc.

    CPC classification number: H04W24/08 H04W48/16 H04W76/00 H04W76/16

    Abstract: In a wireless communication system, techniques and devices are presented that can perform fast scan algorithms from a lower priority service, e.g., following a circuit-switched fallback (CSFB) voice call, to search for a higher priority network or technology to select. The higher priority network might be an LTE technology network or a high priority PLMN.

    Abstract translation: 在无线通信系统中,提出了技术和设备,其可以执行来自较低优先级业务的快速扫描算法,例如在电路交换回退(CSFB)语音呼叫之后,搜索较高优先级的网络或技术进行选择。 较高优先级的网络可能是LTE技术网络或高优先级PLMN。

    REMINDERS ACCORDING TO USED/CONNECTED/NEARBY DEVICE CAPABILITY
    26.
    发明申请
    REMINDERS ACCORDING TO USED/CONNECTED/NEARBY DEVICE CAPABILITY 审中-公开
    根据使用/连接/附近的设备能力提出要求

    公开(公告)号:US20150304828A1

    公开(公告)日:2015-10-22

    申请号:US14257754

    申请日:2014-04-21

    Applicant: Apple Inc.

    CPC classification number: H04W4/16

    Abstract: This specification discloses methods and systems for setting automatic reminders in a primary device when the services/capabilities offered by the primary device or one of the connected/nearby devices change. In a first embodiment, the method can include sending a reminder according to a service becoming available on a mobile device. For example, a user can request a mobile device to send a reminder when a reliable voice call service becomes available on the mobile device. In a second embodiment, the method can include sending a notification according to a service or capability becoming available on a nearby device. In a third embodiment, the method can include sending a notification according to a service or capability becoming available on a connected/newly used device.

    Abstract translation: 本说明书公开了当主设备或连接/附近设备之一提供的服务/能力改变时,在主设备中设置自动提醒的方法和系统。 在第一实施例中,该方法可以包括根据移动设备上可用的服务发送提醒。 例如,当移动设备上的可靠语音呼叫服务变得可用时,用户可以请求移动设备发送提醒。 在第二实施例中,该方法可以包括根据在附近设备上变得可用的服务或能力来发送通知。 在第三实施例中,该方法可以包括根据在连接/新使用的设备上变得可用的服务或能力发送通知。

    Methods and systems for adaptive channel estimation/prediction filter design
    27.
    发明授权
    Methods and systems for adaptive channel estimation/prediction filter design 有权
    自适应信道估计/预测滤波器设计的方法和系统

    公开(公告)号:US09071997B2

    公开(公告)日:2015-06-30

    申请号:US13948108

    申请日:2013-07-22

    Applicant: Apple Inc.

    Inventor: Gencer Cili

    Abstract: A method to adapt a set of multi-point channel estimation filters for use in wireless communications including measuring a plurality of reception values is provided. Each reception value included in the plurality of reception values is associated with one of the network nodes. The method includes sorting the plurality of reception values according to magnitude and determining a select reception value. The method includes selecting a particular network node from the set of network nodes based on the reception value. The reception value is within a threshold from the select reception value. The method includes adjusting the length of a multi-point channel estimation filter associated with the particular network node. The adjusting the length is based on a lookup table and on the reception value associated with the particular network node, according to some embodiments. User equipment in a wireless network adapted for the above method is also provided.

    Abstract translation: 提供了一种适用于包括测量多个接收值的无线通信中使用的一组多点信道估计滤波器的方法。 包含在多个接收值中的每个接收值与网络节点之一相关联。 该方法包括根据幅度对多个接收值进行排序并确定选择接收值。 所述方法包括基于所述接收值从所述一组网络节点中选择特定网络节点。 接收值在选择接收值的阈值以内。 该方法包括调整与特定网络节点相关联的多点信道估计滤波器的长度。 根据一些实施例,调整长度基于查找表和与特定网络节点相关联的接收值。 还提供了适用于上述方法的无线网络中的用户设备。

    Delaying network reselection following performance of a circuit switched fallback procedure in a call failure scenario
    28.
    发明授权
    Delaying network reselection following performance of a circuit switched fallback procedure in a call failure scenario 有权
    在呼叫失败场景中执行电路交换后备程序后延迟网络重选

    公开(公告)号:US08830844B2

    公开(公告)日:2014-09-09

    申请号:US13871994

    申请日:2013-04-26

    Applicant: Apple Inc

    CPC classification number: H04W36/30 H04W36/0022

    Abstract: A method for delaying network reselection by a wireless communication device following a call failure is provided. The method can include determining an initiation of a voice call while connected to a first network. The method can further include participating in a circuit switched fallback (CSFB) procedure to transition from the first network to a second network in response to initiation of the voice call. The method can additionally include determining an occurrence of a call failure of the voice call. The method can also include, responsive to the call failure, barring reselection to the first network for a threshold barring period.

    Abstract translation: 提供了一种用于在呼叫失败之后延迟无线通信设备的网络重选的方法。 该方法可以包括在连接到第一网络时确定语音呼叫的发起。 该方法还可以包括响应于语音呼叫的发起而参与电路交换回退(CSFB)过程以从第一网络转换到第二网络。 该方法还可以包括确定语音呼叫的呼叫失败的发生。 该方法还可以包括响应于呼叫失败,禁止重新选择到第一网络以达到阈值限制时段。

    Personalized private cellular wireless network management for wireless devices

    公开(公告)号:US12207342B2

    公开(公告)日:2025-01-21

    申请号:US17805442

    申请日:2022-06-03

    Applicant: Apple Inc.

    Abstract: The described embodiments set forth techniques for private cellular wireless network management personalized for a wireless device, including private cellular wireless network characterization at frequently visited locations, targeted cell search, cell radio link monitoring, and radio resource management. The wireless device builds a database of private cellular wireless networks characterized using information gathered when searching for and while attached to cells of a private cellular wireless network. The wireless device uses the database to determine when to enable or disable SIMs or eSIMs of private cellular wireless networks at known locations and network parameters to use to find and connect to the private cellular wireless networks. The wireless device uses learning processes to maintain currency of the database of private cellular wireless networks as network topologies change.

    UE Assisted Mobility Management
    30.
    发明申请

    公开(公告)号:US20230008399A1

    公开(公告)日:2023-01-12

    申请号:US17369541

    申请日:2021-07-07

    Applicant: Apple Inc.

    Abstract: Apparatuses, systems, and methods for UE assisted mobility management. A UE may receive, from a network, an initial list of measurement cells, filter the initial list of measurement cells based on criteria to generate an optimized cell list, perform cell measurements based on the optimized cell list, and report, to the network, cell measurements based on the optimized cell list. The criteria may be based, at least in part, on at least one of UE location, UE mobility pattern, and/or UE privacy preservation. The UE may use a geolocation and/or a mobility pattern of the UE and geolocations of cells to filter out cells. The UE may use a privacy preservation algorithm on a previously filtered list of measurement cells to filter out cells to avoid allowing the network to estimate a geolocation of the UE based on the reported measurements.

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