基于独立分量分析(ICA)的五口接收机盲定标

Francisco Vidal, A. Neto, A. Martins, B. Huyart
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引用次数: 3

摘要

五端口直接转换接收机已被证明是一种有趣的替代应用于软件定义无线电,因为它的设计简单,它可以在很宽的频率范围内工作。然而,为了进行同相和正交解调,五端口接收器必须针对每种频率和调制类型进行校准。在本文中,我们评估了基于独立分量分析(ICA)的盲校准过程的性能。实验和仿真结果表明,将FastICA算法应用于五端口接收机基带信号分量sI(t)和sQ(t)的恢复是有效的。
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Blind calibration of five-port receiver based on Independent Component Analysis (ICA)
Five-port direct conversion receiver has been demonstrated as an interesting alternative for application in software-defined radio since its design is simple and it can operate in a wide range of frequencies. However, in order to carry out in-phase and quadrature demodulation, the five-port receiver must be calibrated for each frequency and modulation type. In this paper, we evaluate the performance of a blind calibration procedure based on Independent Component Analysis (ICA). The experimental and simulation results show the effectiveness of the FastICA algorithm when it is applied to the recovery of the components sI(t) and sQ(t) of the baseband signal in a five-port receiver.
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