DocumentCode
2161689
Title
Application research on demodulation system based on neural network technology
Author
Wang, Ronghai ; Zhao, Limei ; Li, Min
Author_Institution
Department of Information Engineering, Mianyang Vocational and Technical College, China
fYear
2010
fDate
4-6 Dec. 2010
Firstpage
4387
Lastpage
4390
Abstract
Demodulation system is very important in modern communication technology and has a variety of applications. With the surge of the information quality and the need of high-speed information transfer, it is necessary to break through the traditional technology and further improve the performance of demodulation system. The paper introduces a demodulation system based on artificial neural network (ANN), and researches the system performance. ANN demodulation system has completely different inner structure and processing flow. Parameter and relative performance are gained by itself in course of studying so it has intellect, and the anti-jamming performance is better than that of traditional system; parallel processing method means the speed of ANN demodulator is faster than that of traditional method; specially, the ability that ANN demodulator can demodulate different signals by the same receiver shows a new thought for modern communication security Technology.
Keywords
Amplitude shift keying; Artificial neural networks; Computer science; Demodulation; Frequency shift keying; Integrated circuit modeling; MATLAB; ANN; communication; demodulation; signal process; volatility;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Engineering (ICISE), 2010 2nd International Conference on
Conference_Location
Hangzhou, China
Print_ISBN
978-1-4244-7616-9
Type
conf
DOI
10.1109/ICISE.2010.5691770
Filename
5691770
Link To Document