DocumentCode :
3700594
Title :
Recognition of digital modulation signals based on high-order cumulants
Author :
Yong Zhao;Yi-tao Xu;Han Jiang;Yi-jie Luo;Zhi-wen Wang
Author_Institution :
College of Communication Engineering, PLA University of Science and Technology, Nanjing 210007. China
fYear :
2015
Firstpage :
1
Lastpage :
5
Abstract :
In communication countermeasure, in order to efficiently interfere with the enemy, firstly we need to determine the modulation mode of enemy signals. This paper introduces a recognition algorithm of digital modulation signals which based on high-order cumulants. Due to the signals of 8PSK and MFSK have the same cumulants, we can´t recognize them directly. Meanwhile, the identify species of exiting method are few. So, in this paper a new method is proposed to solve the problems. The method not only has a high recognition ratio, but also it is simple and effective. And it can classify more modulation mode than exiting algorithm, including 2ASK/2PSK, 4ASK, 8ASK, 2FSK, 4FSK, 8FSK, 4PSK and 16QAM signals. The algorithm is verified by simulation results has better performance than the existing algorithm.
Keywords :
"Feature extraction","Classification algorithms","Character recognition","Signal to noise ratio","Gaussian noise","Digital modulation"
Publisher :
ieee
Conference_Titel :
Wireless Communications & Signal Processing (WCSP), 2015 International Conference on
Type :
conf
DOI :
10.1109/WCSP.2015.7341279
Filename :
7341279
Link To Document :
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