用于主用户检测的调制分类器

P. Vijayakumar, Ditipriya Gorai, Nitin Chauhan, Ujjawal Kant
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引用次数: 0

摘要

利用认知无线电的动态频谱共享解决了频谱稀缺问题。主用户检测是认知无线电的主要任务。调制分类可以作为本文中识别特定主用户无线电类型的重要原则。本文提出了一种基于神经网络的调制类型分类方法。整个系统使用软件定义无线电平台(NIUSRP)实现。该系统将对调制类型进行分类,并用于检测用于认知无线电应用的主要用户的存在。本文在USRP SDR中实时实现了三种不同的调制方式。实现调制分类算法的主要目的是识别在给定时间、给定频带、给定位置上存在的信号。
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Modulation Classifier for Primary User Detection
Spectrum scarcity issue is being addressed by using dynamic spectrum sharing of cognitive radio. Primary user detection is the primary task in cognitive radio. Modulation Classification can be applied as the vital principle in this article to identify the particular primary user radio type. A novel method to classify the modulation type has been suggested in this paper by using the neural network algorithm. The entire system is implemented using a Software Defined Radio platform (NIUSRP). The system will classify the type of modulation and which is used to detect the presence of the primary user for the cognitive radio application. In this paper, three different modulation type has been implemented in USRP SDR in real-time. The primary purpose of implementing the modulation classification algorithm is to identify the existence of a signal at a given location at a given frequency band at the given time.
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