基于信号分解优化与分形处理相结合的无线电台识别方法研究

Xiwen Ouyang, Lihua Zhang, Baojian Gao
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引用次数: 0

摘要

为了更好地获取无线电台的射频指纹,实现对业余无线电台的有效监控、识别和管理,本文提出了一种hd - corr算法。该算法能有效克服ITD算法中存在的信号失真、端效应和杂散分量等问题。将该算法与盒维数相结合,得到射频指纹数据集,然后利用SVM分类器对其进行分类,实现对射频的识别、分类和管理。实验结果表明,该方法具有良好的有效性和准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Radio Station Identification Method Based on Combination of Signal Decomposition Optimization and Fractal Processing
In order to better obtain the radio frequency fingerprint of the radio station and realize the effective monitoring, identification and management of the amateur radio station, a HITD-Corr algorithm is proposed in this paper. The algorithm can effectively overcome the problems of signal distortion, end effect and spurious components existing in the ITD algorithm. By combining the algorithm with the box dimension, the radio frequency fingerprint data set is obtained, and then the SVM classifier is used to classify it to realize the identification, classification and management of the radio. The experimental results show that the method has good effectiveness and accuracy.
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