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
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;
Conference_Titel :
Information Science and Engineering (ICISE), 2010 2nd International Conference on
Conference_Location :
Hangzhou, China
Print_ISBN :
978-1-4244-7616-9
DOI :
10.1109/ICISE.2010.5691770