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Methods and Systems for Support Vector Regression Based Non-Linear Interference Management in Multi-Technology Communication Devices

机译:多技术通信设备中基于支持向量回归的非线性干扰管理方法和系统

摘要

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 support vector regression interference filter by generating one or more aggressor kernels, augmenting the one or more kernels by weight factors, and executing a regression function of the augmented components, to produce an estimated jammer signals. At an output layer, estimated jammer signals may be linearly combined to produce an estimated nonlinear interference used to cancel the nonlinear interference of a victim signal.
机译:各个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。非线性干扰可以使用支持向量回归干扰滤波器来估计,方法是生成一个或多个攻击者内核,通过权重因子对一个或多个内核进行增强,并执行增强分量的回归函数,以产生估计的干扰信号。在输出层,估计的干扰信号可以线性组合以产生估计的非线性干扰,该抵消用于消除受害信号的非线性干扰。

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