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软件无线电中数字调制信号的自动识别,,,信号自动识别的可一-software radio digital modulation signal, the automatic recognition, and automatic signal recognition of a look
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现有数字信号自动调制识别方法大多只适用于无记忆信号,如PSK、ASK、FSK信号等。将有记忆
信号(MSK信号)和无记忆信号一起考虑,提出了一种改进的数字信号自动识别方法。该方法采用信号的瞬时统
计量作为特征参数,采用多层神经网络作为分类器。计算机仿真表明:当噪声采用高斯白噪声,并且信噪比大于
l5 dB时,识别率高于96% ;当信噪比不低于l0 dB时,识别率不低于90%。,Existing digital signal automatic modulation recognition
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文中研究了6种常用数字调制信号识别的特征参数集,并采用决策树判别方法进行分类识别。仿真结果表明,在SNR≥5dB时,识别正确率在99 以上,且当SNR≥20dB时,识别正确率达到100 。其特点是,算法简单,识别正确率高,达到了自动分类识别的目的,并有利于实现识别的实时化。-In this paper, we study the set of characteristic parameters of the six kinds of commonly used digital modulatio
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数字调制方式自动识别 源代码 基于决策树理论实现数字调制方式自动识别的算法 -Automatic recognition of digital modulation theory of decision tree based on the source code to achieve automatic digital modulation recognition algorithm
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In this paper, we propose a new robust
AMC algorithm, which applies higher-order statistics (HOS) in
a generic framework for blind channel estimation and pattern
recognition
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