基于高阶统计量的多径衰落信道自动调制分类技术

Po-Kuan Shih, D. Chang
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引用次数: 13

摘要

近年来,动态频谱接入(DSA)已成为一种灵活的无线频谱管理策略。在车载通信中,通常使用OFDM。动态分配信号的检测是采用DSA技术的接收机所面临的一个问题。自动调制分类器可以对OFDM系统中动态分配的信号进行识别和解调。设计了一种基于高阶统计量的分层调制分类器对未知调制信号进行分类。分类器的目的是克服未知通道效应。给出了多径环境下信号检测的分类算法,并讨论了仿真结果的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An automatic modulation classification technique using high-order statistics for multipath fading channels
In the last few years, the Dynamic Spectrum Access (DSA) has been a flexible strategy for wireless spectrum management. In vehicular communications, OFDM is usually used. The detection of dynamically allocated signals is a problem for a receiver with DSA technique. The automatic modulation classifier can recognize and demodulate the dynamically allocated signals in the OFDM system. We design a layered modulation classifier based on high-order statistics to classify the unknown modulated signal. The aim of the classifier is to defeat the unknown channel effect. We show the classification algorithm of signal detection in multipath environments, and discuss the performance of simulation results.
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