利用二阶和高阶循环平稳性的调制识别

C. Spooner, A. Mody, J. Chuang, Josh Petersen
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引用次数: 26

摘要

我们概述了一个系统的组件,该系统旨在参加DySPAN 2017年ModRecs研讨会的战斗。其核心思想是利用柔性信道化接收机获取可变带宽感兴趣波段的复杂包络,利用频谱相关函数(SCF)和高阶周期时间累积量(CCs)进行盲调制识别和参数估计。通过添加用于星座大小估计的无监督聚类算法,CC特征的使用大大增强。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modulation recognition using second- and higher-order cyclostationarity
We sketch the components of a system designed to compete in the Battle of the ModRecs Workshop at DySPAN 2017. The core ideas are the use of a flexible channelized receiver for obtaining the complex envelopes of variable-bandwidth bands-of-interest and the use of the spectral correlation function (SCF) and higher-order cyclic temporal cumulants (CCs) for blind modulation recognition and parameter estimation. The use of CC features is greatly enhanced by the addition of a unsupervised clustering algorithm for constellation-size estimation.
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