公开(公告)号：US20160072590A1

公开(公告)日：2016-03-10

申请号：US14849528

申请日：2015-09-09

Applicant: QUALCOMM Incorporated

Inventor： Sheng-Yuan TU ,  Farrokh Abrishamkar ,  Parisa Cheraghi ,  lnsung Kang ,  Reza Shahidi

IPC: H04B15/00 ,  H04B1/40

CPC classification number: H04B1/40 ,  H04B1/123 ,  H04B1/525 ,  H04B15/00

Abstract: 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.

Abstract translation: 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。

公开(公告)号：US20160071007A1

公开(公告)日：2016-03-10

申请号：US14849536

申请日：2015-09-09

Applicant: QUALCOMM Incorporated

Inventor： Sheng-Yuan TU ,  Farrokh Abrishamkar ,  lnsung Kang ,  Roberto Rimini

IPC: G06N3/08

CPC classification number: G06N3/08 ,  H04B1/123 ,  H04J11/005

Abstract: 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 radial basis function neural network with Hammerstein structure by executing a radial basis function on aggressor signals at a hidden layer of the radial basis function neural network with Hammerstein structure to obtain hidden layer outputs, augmenting aggressor signal(s) by weight factors and, executing a linear combination of the augmented output, at an intermediate layer to produce a combined hidden layer outputs. At an output layer, a linear filter function may be executed on the hidden layer outputs to produce an estimated nonlinear interference used to cancel the nonlinear interference of a victim signal.

Abstract translation: 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结构的径向基函数神经网络来估计非线性干扰，通过在具有Hammerstein结构的径向基函数神经网络的隐层处对侵略者信号执行径向基函数以获得隐层输出，增强侵略者信号， 并且在中间层执行增强输出的线性组合以产生组合的隐层输出。 在输出层，可以在隐层输出上执行线性滤波函数，以产生用于消除受害信号的非线性干扰的估计的非线性干扰。

公开(公告)号：US20160072591A1

公开(公告)日：2016-03-10

申请号：US14849544

申请日：2015-09-09

Applicant: QUALCOMM Incorporated

Inventor： Sheng-Yuan TU ,  Farrokh Abrishamkar ,  Brian Clarke Banister ,  Roberto Rimini ,  Nicholas Michael Carbone ,  Insung Kang

IPC: H04B15/00

CPC classification number: H04B1/0475 ,  H04B1/525 ,  H04W88/06

Abstract: 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 block least squares function interference filter by generating aggressor kernel matrices from the aggressor signals, augmenting the aggressor kernel matrices by weight factors and executing a linear combination of the augmented output, at an intermediate layer to produce intermediate layer outputs. At an output layer, a linear filter function may be executed on the intermediate layer outputs to produce an estimated nonlinear interference used to cancel the nonlinear interference of a victim signal.

Abstract translation: 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。 可以使用块最小二乘函数干扰滤波器通过从侵扰者信号产生侵略者核心矩阵来估计非线性干扰，通过权重因子增加侵略者核心矩阵并在中间层执行增强输出的线性组合以产生中间层输出 。 在输出层，可以对中间层输出执行线性滤波函数，以产生用于消除受害信号的非线性干扰的估计的非线性干扰。

公开(公告)号：US20150373568A1

公开(公告)日：2015-12-24

申请号：US14763725

申请日：2013-03-15

Applicant: QUALCOMM INCORPORATED

Inventor： Farrokh Abrishamkar ,  Chao Jin ,  Insung Kang ,  Surendra Boppana

IPC: H04W24/08 ,  H04L5/00 ,  H04W72/04

CPC classification number: H04W24/08 ,  H04L5/0091 ,  H04W28/06 ,  H04W28/18 ,  H04W72/0406

Abstract: A process of wireless communication for obtaining channel quality information alignment includes predicting a channel state of a future downlink subframe of a signal. The process also includes providing a base station with a set of parameters based on the predicted channel state. For example, a user equipment (UE) can obtain a recommended transport block size (RTBS) from the predictor process, and return the RTBS to the base station as one of the set of parameters.

Abstract translation: 用于获得信道质量信息对准的无线通信过程包括预测信号的未来下行链路子帧的信道状态。 该过程还包括基于预测的信道状态向基站提供一组参数。 例如，用户设备（UE）可以从预测器过程获得推荐的传输块大小（RTBS），并将RTBS返回到基站作为该组参数之一。

公开(公告)号：US20150263869A1

公开(公告)日：2015-09-17

申请号：US14207283

申请日：2014-03-12

Applicant: QUALCOMM Incorporated

Inventor： Roy Franklin Quick, JR. ,  Farrokh Abrishamkar ,  Ori Shental ,  Marvin Leroy Vis ,  Ali Hormati ,  Roland Rick

IPC: H04L25/02 ,  H04B1/7097 ,  H04B1/707 ,  H04B1/7073

CPC classification number: H04L25/0246 ,  H04B1/7113 ,  H04B2201/70727

Abstract: This disclosure provides systems, methods and apparatus for finite rate of innovation channel estimation. In one aspect an apparatus for equalizing received signals is provided. The apparatus comprises a signal per-processing unit configured to process received pilot signals transmitted through a sparse channel into at least one composite signal. The at least one composite signal further includes a plurality of signal peaks. The apparatus further comprises a Fourier transform unit configured to transform the at least one composite signal into frequency-domain data and a channel estimation unit configured to estimate at least one delay value and at least one peak value from the frequency-domain data.

Abstract translation: 本公开提供了用于创新信道估计有限速率的系统，方法和装置。 在一个方面，提供了一种用于均衡接收信号的装置。 该装置包括：信号每处理单元，被配置为将通过稀疏信道发送的接收导频信号处理成至少一个复合信号。 所述至少一个复合信号还包括多个信号峰值。 所述装置还包括被配置为将所述至少一个复合信号变换为频域数据的傅里叶变换单元，以及被配置为从所述频域数据估计至少一个延迟值和至少一个峰值的信道估计单元。

公开(公告)号：US20140093021A1

公开(公告)日：2014-04-03

申请号：US13633762

申请日：2012-10-02

Applicant: QUALCOMM INCORPORATED

Inventor： Manish JAIN ,  Aditya Dua ,  Manini Shah ,  Keith Saints ,  Farrokh Abrishamkar

IPC: H03D1/04

CPC classification number: H04L25/0212 ,  H04L25/023

Abstract: The present disclosure presents methods and apparatuses for enhanced received signal processing using signal-based channel impulse response (CIR) estimation. For example, according to an example method presented herein, a user equipment (UE) or a component therein may receive a signal corresponding to a transmitted signal sent by a network entity, wherein the transmitted signal comprises at least a data channel, estimate chip contents of the transmitted signal, based on the received signal including the data channel, to obtain estimated chip contents, and compute an estimated channel impulse response (CIR) based on at least the estimated chip contents. Based on this estimated CIR, the UE may thereafter reprogram a received signal reconstruction filter, perform interference cancelation procedures, and/or adjust one or more equalizer taps. By performing such functions, the UE may exhibit improved communication characteristics and enable a more robust user experience.

Abstract translation: 本公开提出了使用基于信号的信道脉冲响应（CIR）估计的用于增强的接收信号处理的方法和装置。 例如，根据这里呈现的示例性方法，用户设备（UE）或其中的组件可以接收与由网络实体发送的发送信号相对应的信号，其中发送信号至少包括数据信道，估计芯片内容 基于包括数据信道的接收信号，获得估计的芯片内容，并且至少基于估计的芯片内容计算估计的信道脉冲响应（CIR）。 基于该估计的CIR，UE然后可以重新编程接收信号重构滤波器，执行干扰消除过程和/或调整一个或多个均衡器抽头。 通过执行这样的功能，UE可以呈现改进的通信特性并且实现更强大的用户体验。

公开(公告)号：US20160071008A1

公开(公告)日：2016-03-10

申请号：US14849542

申请日：2015-09-09

Applicant: QUALCOMM Incorporated

Inventor： Sheng-Yuan Tu ,  Farrokh Abrishamkar ,  Insung Kang

IPC: G06N3/08

CPC classification number: G06N3/08 ,  H04B1/123 ,  H04J11/005

Abstract: 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 multi-model radial basis function neural network with Hammerstein structure by executing a radial basis function on aggressor signals at a hidden layer of the radial basis function neural network with Hammerstein structure to obtain hidden layer outputs, augmenting aggressor signal(s) by weight factors, infusing the hidden layer outputs by infusion factors, and, executing a linear combination of the augmented output, at an intermediate layer to produce a combined hidden layer outputs. At an output layer, a linear filter function may be executed on the hidden layer outputs to produce an estimated nonlinear interference used to cancel the nonlinear interference of a victim signal.

Abstract translation: 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结构的多模式径向基函数神经网络来估计非线性干扰，通过在具有Hammerstein结构的径向基函数神经网络的隐层处对侵略者信号执行径向基函数以获得隐层输出，增强侵略者信号 （以重量计），通过输注因子输入隐层输出，以及在中间层处执行增强输出的线性组合以产生组合隐层输出。 在输出层，可以在隐层输出上执行线性滤波函数，以产生用于消除受害信号的非线性干扰的估计的非线性干扰。

公开(公告)号：US20160014619A1

公开(公告)日：2016-01-14

申请号：US14523555

申请日：2014-10-24

Applicant: QUALCOMM Incorporated

Inventor： Ming KANG ,  Wanlun Zhao ,  Insung Kang ,  Farrokh Abrishamkar

IPC: H04W24/02

CPC classification number: H04W24/02 ,  H04B1/7105 ,  H04B1/7107 ,  H04B2201/70718

Abstract: Methods and apparatus for managing interference are described and may include updating a covariance inverse value of a linear function to remove an effect on the linear function of a first set of channels associated with a first network entity, wherein the first set of channels are cancelled in response to performing a first cancellation procedure. Methods and apparatus for managing interference may further include performing a second cancellation procedure to cancel a second set of channels associated with a second network entity based at least in part on the updated covariance inverse value of the linear function.

Abstract translation: 描述了用于管理干扰的方法和装置，并且可以包括更新线性函数的协方差逆值以消除对与第一网络实体相关联的第一组信道的线性函数的影响，其中第一组信道被取消 响应执行第一个取消过程。 用于管理干扰的方法和装置还可以包括执行第二消除过程以至少部分地基于所述线性函数的更新的协方差逆值来抵消与第二网络实体相关联的第二组信道。

公开(公告)号：US08761322B2

公开(公告)日：2014-06-24

申请号：US13633762

申请日：2012-10-02

Applicant: QUALCOMM Incorporated

Inventor： Manish Jain ,  Aditya Dua ,  Manini Shah ,  Keith Saints ,  Farrokh Abrishamkar

IPC: H04B1/10

CPC classification number: H04L25/0212 ,  H04L25/023

Abstract: The present disclosure presents methods and apparatuses for enhanced received signal processing using signal-based channel impulse response (CIR) estimation. For example, according to an example method presented herein, a user equipment (UE) or a component therein may receive a signal corresponding to a transmitted signal sent by a network entity, wherein the transmitted signal comprises at least a data channel, estimate chip contents of the transmitted signal, based on the received signal including the data channel, to obtain estimated chip contents, and compute an estimated channel impulse response (CIR) based on at least the estimated chip contents. Based on this estimated CIR, the UE may thereafter reprogram a received signal reconstruction filter, perform interference cancellation procedures, and/or adjust one or more equalizer taps. By performing such functions, the UE may exhibit improved communication characteristics and enable a more robust user experience.

Abstract translation: 本公开提出了使用基于信号的信道脉冲响应（CIR）估计的用于增强的接收信号处理的方法和装置。 例如，根据这里呈现的示例性方法，用户设备（UE）或其中的组件可以接收与由网络实体发送的发送信号相对应的信号，其中发送信号至少包括数据信道，估计芯片内容 基于包括数据信道的接收信号，获得估计的芯片内容，并且至少基于估计的芯片内容计算估计的信道脉冲响应（CIR）。 基于该估计的CIR，UE然后可以重新编程接收信号重构滤波器，执行干扰消除过程和/或调整一个或多个均衡器抽头。 通过执行这样的功能，UE可以呈现改进的通信特性并且实现更强大的用户体验。

公开(公告)号：US09961575B2

公开(公告)日：2018-05-01

申请号：US14763725

申请日：2013-03-15

Applicant: QUALCOMM Incorporated

Inventor： Farrokh Abrishamkar ,  Chao Jin ,  Insung Kang ,  Surendra Boppana

IPC: H04W24/08 ,  H04W28/06 ,  H04L5/00 ,  H04W72/04 ,  H04W28/18

CPC classification number: H04W24/08 ,  H04L5/0091 ,  H04W28/06 ,  H04W28/18 ,  H04W72/0406

Abstract: A process of wireless communication for obtaining channel quality information alignment includes predicting a channel state of a future downlink subframe of a signal. The process also includes providing a base station with a set of parameters based on the predicted channel state. For example, a user equipment (UE) can obtain a recommended transport block size (RTBS) from the predictor process, and return the RTBS to the base station as one of the set of parameters.