电讯技术2018,Vol.58Issue(5):539-544,6.DOI:10.3969/j.issn.1001-893x.2018.05.008
调制方式的动态TOPSIS识别
Modulation Classification Based on Dynamic TOPSIS
摘要
Abstract
A modulation classification method based on the dynamic Technique for Order Preference by Similarity to Ideal Solution(TOPSIS) is proposed.Each characteristic parameter is regarded as a whole,and each modulation mode is distinguished and marked.Finally the modulation mode is determined according to their scores.This method is simple and convenient,which makes up the shortcoming of traditional decision tree method that it is difficult to choose the decision threshold.What's more,it avoids the long training time of neural network method,as well as high algorithm requirements.The feasibility of proposed method is verified by simulation experiments.The correct classification rate of modulation mode approximates 100% when the signal-to-noise ratio(SNR) exceeds 10dB.关键词
通信对抗/调制方式识别/动态TOPSISKey words
communications countermeasures/modulation classification/dynamic TOPSIS分类
信息技术与安全科学引用本文复制引用
邓兵,张韫,崔世麒..调制方式的动态TOPSIS识别[J].电讯技术,2018,58(5):539-544,6.基金项目
国家自然科学基金资助项目(61571454,60902054,61032001) (61571454,60902054,61032001)
山东省"泰山学者"建设工程项目 ()