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    • 1. 发明授权
    • Tensor-based receiver for separating component signals in a composite signal
    • 基于张量的接收机,用于分离复合信号中的分量信号
    • US08369468B2
    • 2013-02-05
    • US12917126
    • 2010-11-01
    • Icaro L. J. da SilvaRobert BaldemairFco. Rodrigo P. CavalcantiAndré L. F. de AlmeidaSorour Falahati
    • Icaro L. J. da SilvaRobert BaldemairFco. Rodrigo P. CavalcantiAndré L. F. de AlmeidaSorour Falahati
    • H04B7/10
    • H04L27/2647H04L1/02H04L1/1607H04L5/0023
    • A receiver separates multiple component signals carried in a composite signal that have been spread over time and frequency. Multiple diversity branches receive the composite signal. A tensor generation circuit arranges samples of that signal along time, frequency, and diversity dimensions to obtain a composite signal tensor. A set of cascaded least squares estimators then separates the component signals by fitting a constrained tensor model of the composite signal to the composite signal tensor in an alternating least squares estimation process, alternating during any given iteration of the process between fitting different unfolded representations of the constrained tensor model to corresponding unfolded representations of the composite signal tensor. The tensor model models the composite signal as a linear combination of rank-one tensors associated with the component signals, and is constrained in the sense that each rank-one tensor remains constrained according to the spreading of its associated component signal over time.
    • 一个接收器分离出已经在时间和频率上分布的复合信号中承载的多个分量信号。 多分集分支接收复合信号。 张量生成电路根据时间,频率和分集尺寸布置该信号的样本,以获得复合信号张量。 一组级联最小二乘估计器然后通过在交替的最小二乘估计过程中将复合信号的约束张量模型拟合到复合信号张量来分离分量信号,在任意给定的迭代过程中,在拟合不同的展开表示 约束张量模型到复合信号张量的相应展开表示。 张量模型将复合信号建模为与分量信号相关联的一级张力的线性组合,并且受限于每个等级一张张根据其相关分量信号随时间的扩展而保持约束的意义。
    • 2. 发明申请
    • Tensor-Based Receiver for Separating Component Signals in a Composite Signal
    • 基于张量的接收器,用于在复合信号中分离分量信号
    • US20110128997A1
    • 2011-06-02
    • US12917126
    • 2010-11-01
    • Icaro L. J. da SilvaRobert BaldemairFco. Rodrigo P. CavalcantiAndré L. F. de AlmeidaSorour Falahati
    • Icaro L. J. da SilvaRobert BaldemairFco. Rodrigo P. CavalcantiAndré L. F. de AlmeidaSorour Falahati
    • H04B1/00
    • H04L27/2647H04L1/02H04L1/1607H04L5/0023
    • A receiver separates multiple component signals carried in a composite signal that have been spread over time and frequency. Multiple diversity branches receive the composite signal. A tensor generation circuit arranges samples of that signal along time, frequency, and diversity dimensions to obtain a composite signal tensor. A set of cascaded least squares estimators then separates the component signals by fitting a constrained tensor model of the composite signal to the composite signal tensor in an alternating least squares estimation process, alternating during any given iteration of the process between fitting different unfolded representations of the constrained tensor model to corresponding unfolded representations of the composite signal tensor. The tensor model models the composite signal as a linear combination of rank-one tensors associated with the component signals, and is constrained in the sense that each rank-one tensor remains constrained according to the spreading of its associated component signal over time.
    • 一个接收器分离出已经在时间和频率上分布的复合信号中承载的多个分量信号。 多分集分支接收复合信号。 张量生成电路根据时间,频率和分集尺寸布置该信号的样本,以获得复合信号张量。 一组级联最小二乘估计器然后通过在交替的最小二乘估计过程中将复合信号的约束张量模型拟合到复合信号张量来分离分量信号,在任意给定的迭代过程中,在拟合不同的展开表示 约束张量模型到复合信号张量的相应展开表示。 张量模型将复合信号建模为与分量信号相关联的一级张力的线性组合,并且受限于每个等级一张张根据其相关分量信号随时间的扩展而保持约束的意义。