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