An experiment to extract the dynamic nonlinear model of a millimeter wave communication system with ultra-wideband signal

Silong Zhang, He Sun, Wen-hua Chen, Zhenghe Feng, Zhenyu Xiao, N. Ge
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Abstract

This paper describes an experiment to extract the dynamic nonlinear model of a millimeter-wave communication system with ultra-wideband signal. The device under test consists of a pair of 60 GHz RF transmitter and receiver and the wireless channel between them. Input and output signals used to extract the behavioral model are the baseband signals before imported to the transmitter and after demodulated by the receiver, respectively. The experiment is based on QPSK modulated signals with 200MHz bandwidth and 4.6dB peak-to-average power ratio (PAPR). With a Joint memory polynomials (JMPs) model, the normalized mean square error (NMSE) between the simulation and measurement output reached -22.4dB. To the authors' best knowledge, this is the first report on a behavioral model with such wideband signal.
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基于超宽带信号的毫米波通信系统动态非线性模型提取实验
本文描述了一种提取具有超宽带信号的毫米波通信系统动态非线性模型的实验。被测设备由一对60 GHz射频发射器和接收器以及它们之间的无线信道组成。用于提取行为模型的输入信号和输出信号分别是输入到发射机之前的基带信号和被接收机解调后的基带信号。实验基于带宽为200MHz、峰值平均功率比(PAPR)为4.6dB的QPSK调制信号。采用联合记忆多项式(JMPs)模型,仿真输出与测量输出的归一化均方误差(NMSE)达到-22.4dB。据作者所知,这是第一个关于这种宽带信号的行为模型的报告。
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