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    • 5. 发明申请
    • Application Characterization for Machine Learning on Heterogeneous Core Devices
    • 异构核心器件机器学习应用特征
    • US20160171390A1
    • 2016-06-16
    • US14680225
    • 2015-04-07
    • QUALCOMM Incorporated
    • Faraz Mohammad MirzaeiVinay SridharaNayeem Islam
    • G06N99/00
    • G06N99/005G06F11/3438Y02D10/34
    • Methods, devices, systems, and non-transitory process-readable storage media for a computing device to use machine learning to dynamically configure an application and/or complex algorithms associated with the application. An aspect method performed by a processor of the computing device may include operations for performing an application that calls a library function associated with a complex algorithm, obtaining signals indicating user responses to performance of the application, determining whether a user tolerates the performance of the application based on the obtained signals indicating the user responses, adjusting a configuration of the application to improve a subsequent performance of the application in response to determining the user does not tolerate the performance of the application, and storing data indicating the user responses to the performance of the application and other external variables for use in subsequent evaluations of user inputs.
    • 用于计算设备的方法,设备,系统和非暂时过程可读存储介质,以使用机器学习来动态地配置与应用相关联的应用和/或复杂算法。 由计算设备的处理器执行的方面方法可以包括用于执行调用与复杂算法相关联的库函数的应用的操作,获得指示用户对应用的性能的响应的信号,确定用户是否容忍应用的性能 基于所获得的指示用户响应的信号,响应于确定用户来调整应用的配置以改善应用的后续性能不能容忍应用的性能,并且将表示用户响应的数据存储在 应用程序和其他外部变量用于后续评估用户输入。
    • 6. 发明授权
    • Method and apparatus for detecting location changes and monitoring assistance data via scanning
    • 用于检测位置变化并通过扫描监视辅助数据的方法和装置
    • US09351119B2
    • 2016-05-24
    • US14964380
    • 2015-12-09
    • QUALCOMM Incorporated
    • Vinay SridharaFaraz Mohammad MirzaeiSaumitra Mohan Das
    • H04W4/02G01S5/02
    • H04W4/023G01S5/02G01S5/0236G01S5/0252G01S5/0294H04W64/00
    • Example methods, apparatuses, or articles of manufacture are disclosed herein that may be utilized, in whole or in part, to facilitate or support one or more operations or techniques for detecting location changes and monitoring assistance data via scanning for use in or with a mobile device. Briefly, in accordance with at least one implementation, a method may include obtaining, at a mobile device, a rough estimate of a location of the mobile device; identifying a plurality of transmitters within a signal acquisition range of the roughly estimated location; transmitting probe requests addressed to at least some of the transmitters; and selectively initiating a passive scan at a receiver of the mobile device if a number of responses to the probe requests received from the transmitters is less than a threshold number.
    • 本文公开的可以全部或部分地使用的示例性方法,装置或制品可以用于促进或支持用于检测位置变化的一个或多个操作或技术,以及通过扫描在移动装置中或与移动装置一起使用来监视辅助数据 设备。 简而言之,根据至少一个实施方案,方法可以包括在移动设备处获取移动设备的位置的粗略估计; 识别所述粗略估计位置的信号采集范围内的多个发射机; 发送寻址到至少一些所述发射机的探测请求; 以及如果从所述发射机接收到的所述探测请求的响应的数量小于阈值数量,则在所述移动设备的接收机处选择性地启动被动扫描。
    • 8. 发明授权
    • User-in-the-loop architecture for indoor positioning
    • 室内定位用户在环路架构
    • US09198004B2
    • 2015-11-24
    • US13778486
    • 2013-02-27
    • QUALCOMM Incorporated
    • Saumitra Mohan DasFaraz Mohammad MirzaeiVinay Sridhara
    • H04W4/04G01C21/20
    • H04W4/043G01C21/206
    • Techniques for determining a position of a mobile device in an indoor environment are provided. An example method includes receiving a request for the position of the mobile device within the indoor environment from an application running on the mobile device, estimating the position of the mobile device within the indoor environment based on signals received from a plurality of wireless access points responsive to receiving the request for the position of the mobile device, identifying an ambiguity in estimating the position of the mobile device, identifying disambiguation information for resolving the ambiguity in the position, requesting disambiguation information for resolving the ambiguity associated with the position, receiving the disambiguation information for resolving the ambiguity associated with the position; resolving the ambiguity in estimating the position using the disambiguation information; and determining the position of the mobile device in the indoor environment.
    • 提供了用于在室内环境中确定移动设备的位置的技术。 一种示例性方法包括从移动设备上运行的应用接收对室内环境中的移动设备的位置的请求,基于从多个无线接入点接收到的响应信号估计移动设备在室内环境中的位置 接收对移动设备的位置的请求,在估计移动设备的位置时识别模糊性,识别用于解决位置中的模糊性的消歧信息,请求消除歧义信息以解决与该位置相关联的模糊度,接收消歧义 解决与职位相关的歧义的信息; 解决使用消歧信息估计职位的模糊性; 以及确定所述移动设备在室内环境中的位置。