APPARATUS AND METHOD FOR ESTIMATING INTERFERENCE BASED ON MACHINE LEARNING

    公开(公告)号:US20210119681A1

    公开(公告)日:2021-04-22

    申请号:US17060144

    申请日:2020-10-01

    Abstract: The present disclosure relates to an interference estimation method and apparatus. The apparatus includes at least one first processor, a serving channel matrix, and an interference channel matrix. The at least one first processor generates an input vector from at least one of a received signal vector corresponding to a received signal with a serving signal and an interference signal. The serving channel matrix corresponds to the serving signal. The interference channel matrix corresponds to the interference signal and a second processor. The second processor executes at least one machine learning model trained by sample input vectors and sample interference parameters. The at least one first processor provides the input vector to the second processor and determines interference parameters corresponding to the interference signal based on an output vector of the at least one machine learning model provided by the second processor.

    Communication system with modulation classifier and method of operation thereof
    2.
    发明授权
    Communication system with modulation classifier and method of operation thereof 有权
    具有调制分类器的通信系统及其操作方法

    公开(公告)号:US08953667B2

    公开(公告)日:2015-02-10

    申请号:US14155964

    申请日:2014-01-15

    CPC classification number: H04L27/0012

    Abstract: A method of operation of a communication system includes: calculating a shift distance of a received signal having a distortion; calculating an approximate likelihood of the received signal matching a transmitted signal from the shift distance; determining a bias factor from the distortion; and selecting a determined modulation maximizing a combination of the approximate likelihood and the bias factor for communicating with a device.

    Abstract translation: 一种通信系统的操作方法包括:计算具有失真的接收信号的移位距离; 计算所述接收信号与所述移动距离匹配的发送信号的近似似然度; 从失真中确定偏差因子; 以及选择最大化用于与设备通信的近似似然性和偏差因子的组合的确定的调制。

    MINIMUM EUCLIDEAN DISTANCE FINDER AND OPERATING METHOD THEREOF

    公开(公告)号:US20240333560A1

    公开(公告)日:2024-10-03

    申请号:US18613364

    申请日:2024-03-22

    CPC classification number: H04L25/03318 H03M13/3927 H04L1/0045

    Abstract: An operating method of a modem chip includes receiving a first Euclidean distance (ED) set including an ED of first symbol vector candidates, comparing magnitudes of the EDs of the first ED set, calculating each of a first minimum ED corresponding to a bit value of a first bit being 1 and a second minimum ED corresponding to the bit value of the first bit being 0, the first bit being from among a plurality of bits of a plurality of layers of the transmission symbol, based on first index information including results of the comparing the magnitudes of the EDs of the first ED set, updating the first minimum ED and the second minimum ED with a smallest first minimum ED and a smallest second minimum ED, respectively, and detecting the transmission symbol based on the updated first minimum ED and the updated second minimum ED.

    QAM DEMODULATOR HAVING RECURSIVE STRUCTURE
    4.
    发明公开

    公开(公告)号:US20240113929A1

    公开(公告)日:2024-04-04

    申请号:US18474763

    申请日:2023-09-26

    CPC classification number: H04L27/38

    Abstract: A QAM demodulator including a first calculation circuit including a real part returning circuit and an imaginary part returning circuit that derive, from a first complex symbol, an in phase (I) component and a quadrature phase (Q) component, respectively; first and second comparators for receiving the I and Q components, and based thereon, outputting respective bits of a bit string; first and second absolute value returning circuits that derive absolute values of the I and Q components (“abs(I)”and “abs(Q)”); first and second summers to sum each of abs(I) and abs(Q) with a first reference value and thereby provide first and second summed outputs; and a sub-QAM demodulator configured to QAM demodulate a second complex symbol and thereby output corresponding bits. I and Q components of the second complex symbol are based on the first and second summed outputs. The corresponding bits are remaining bits of the bit stream.

    Nested lookup table for symbol detection with initial candidate reduction

    公开(公告)号:US11296816B2

    公开(公告)日:2022-04-05

    申请号:US16993124

    申请日:2020-08-13

    Abstract: A method of signal demodulation includes receiving, by a signal receiver, a first signal modulated by a symbol corresponding to a point in a constellation; generating, by the signal receiver and on the basis of the first signal, a modulation estimate; identifying, by the signal receiver and on the basis of the modulation estimate, a row or column of a candidate lookup table, the row or column corresponding to a region of the constellation; reading, by the signal receiver, from the row or column of the candidate lookup table one or more candidate points of the constellation, at least one among the one or more candidate points being more distant, from a center of the region, than a point, in the constellation, not among the one or more candidate points, and demodulating, by the signal receiver and on the basis of the one or more candidate points, the first signal.

    Nested lookup table for symbol detection with initial candidate reduction

    公开(公告)号:US10790929B2

    公开(公告)日:2020-09-29

    申请号:US16231329

    申请日:2018-12-21

    Abstract: A system and method for receiving a quadrature amplitude modulation symbol. In some embodiments, the symbol has a plurality of bits and is associated with a point in a constellation of quadrature amplitude modulation points, each point of the constellation having associated with it a binary word. The method includes receiving a first analog signal carrying a modulation; performing initial estimation, to generate a first initial modulation estimate, for a portion of the first analog signal carrying a modulation; identifying, based on the first initial modulation estimate, a row of an initial candidate lookup table, the row corresponding to a region of the constellation; and reading from the row of the initial candidate lookup table a first plurality of initial candidate points of the constellation.

    COMMUNICAITON SYSTEM WITH MODULATION CLASSIFIER AND METHOD OF OPERATION THEREOF
    7.
    发明申请
    COMMUNICAITON SYSTEM WITH MODULATION CLASSIFIER AND METHOD OF OPERATION THEREOF 有权
    具有调制分类器的通信系统及其操作方法

    公开(公告)号:US20140133537A1

    公开(公告)日:2014-05-15

    申请号:US14155964

    申请日:2014-01-15

    CPC classification number: H04L27/0012

    Abstract: A method of operation of a communication system includes: calculating a shift distance of a received signal having a distortion; calculating an approximate likelihood of the received signal matching a transmitted signal from the shift distance; determining a bias factor from the distortion; and selecting a determined modulation maximizing a combination of the approximate likelihood and the bias factor for communicating with a device.

    Abstract translation: 一种通信系统的操作方法包括:计算具有失真的接收信号的移位距离; 计算所述接收信号与所述移动距离匹配的发送信号的近似似然度; 从失真中确定偏差因子; 以及选择最大化用于与设备通信的近似似然性和偏差因子的组合的确定的调制。

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