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    • 108. 发明授权
    • Methods and systems for multi-layer perceptron based non-linear interference management in multi-technology communication devices
    • 多技术通信设备中基于多层感知器的非线性干扰管理方法与系统
    • US09484974B2
    • 2016-11-01
    • US14849528
    • 2015-09-09
    • QUALCOMM Incorporated
    • Sheng-Yuan TuFarrokh AbrishamkarParisa CheraghiInsung KangReza Shahidi
    • H04B15/00H04B1/40H04B1/525
    • H04B1/40H04B1/123H04B1/525H04B15/00
    • The various embodiments include methods and apparatuses for canceling nonlinear interference during concurrent communication of multi-technology wireless communication devices. Nonlinear interference may be estimated using a multilayer perceptron neural network with Hammerstein structure by dividing an aggressor signal into real and imaginary components, augmenting the components by weight factors, executing a linear combination of the augmented components, and executing a nonlinear sigmoid function for the combined components at a hidden layer of multilayer perceptron neural network to produce a hidden layer output signal. At an output layer, hidden layer output signals may be augmented by weight factors, and the augmented hidden layer output signals may be linearly combined to produce real and imaginary components of an estimated jammer signal. A linear filter function may be executed for the components of the jammer signal, and to produce a nonlinear interference estimate used to cancel the nonlinear interference of a victim signal.
    • 各种实施例包括用于在多技术无线通信设备的并发通信期间消除非线性干扰的方法和装置。 可以使用具有Hammerstein结构的多层感知器神经网络来估计非线性干扰,通过将侵略者信号除以实部和虚部,通过权重因子增加分量,执行增强分量的线性组合,以及执行组合的非线性S形函数 组件在隐藏层的多层感知器神经网络中产生隐层输出信号。 在输出层,可以通过加权因子来增加隐层输出信号,并且增强的隐层输出信号可以被线性组合以产生估计的干扰信号的实部和虚部。 可以对干扰信号的分量执行线性滤波器功能,并且产生用于消除受害信号的非线性干扰的非线性干扰估计。
    • 109. 发明授权
    • Preventing coexistence interference through smart band selection in MSMA devices
    • 通过MSMA设备中的智能带选择防止共存干扰
    • US09445276B2
    • 2016-09-13
    • US14279403
    • 2014-05-16
    • QUALCOMM Incorporated
    • Parthasarathy KrishnamoorthyReza ShahidiFrancis Ming-Meng NgaiAnand RajurkarSai Kwok
    • H04W16/14H04W72/04H04J11/00H04W48/16H04W88/06
    • H04W16/14H04J11/005H04W48/16H04W72/0453H04W88/06
    • Various embodiments leverage the typical manner in which a RAT selects a supported frequency band listed in its acquisition database and the standard communications with its network indicating the supported frequency bands to avoid potential coexistence events with one or more other RATs. In particular, various embodiments include methods for avoiding band interference between RATs operating on a multi-SIM communication device by identifying the frequency bands available to each of the RATs, comparing the identified frequency bands to determine whether any RAT's frequency bands will interfere with one or more other RAT's frequency bands, and in response to determining that there is a possibility of frequency band interference, removing those interfering frequency bands from that RAT's acquisition database. As a result, during standard communications, that RAT will report to its network that it supports only non-interfering frequency bands.
    • 各种实施例利用RAT选择在其采集数据库中列出的支持的频带以及与其网络的标准通信的典型方式,指示所支持的频带,以避免与一个或多个其它RAT的潜在共存事件。 具体地,各种实施例包括通过识别每个RAT可用的频带来避免在多SIM通信设备上操作的RAT之间的频带干扰的方法,比较所识别的频带,以确定任何RAT的频带是否会干扰一个或多个 更多其他RAT的频带,并且响应于确定存在频带干扰的可能性,从该RAT的采集数据库中去除那些干扰频带。 因此,在标准通信期间,该RAT将向其网络报告它仅支持非干扰频带。