Title :
Effect of channel prediction on automatic modulation classification for adaptive OFDM Systems
Author :
Bahrani, S. ; Derakhtian, M. ; Zolghadrasli, A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Shiraz Univ., Shiraz, Iran
Abstract :
Automatic modulation classification (AMC) is an important task in open-loop adaptive orthogonal frequency division multiplexing (OFDM) systems. This paper proposes a channel prediction method to improve the performance of the AMC employed in the adaptive OFDM system. Efficient techniques of noise reduction and interpolation are exploited to achieve an appropriate prediction quality. Simulation results show that the proposed method enhances the performance significantly.
Keywords :
OFDM modulation; adaptive modulation; interpolation; automatic modulation classification; channel prediction method; interpolation; noise reduction; open-loop adaptive OFDM systems; orthogonal frequency division multiplexing systems; prediction quality; Bandwidth; Modulation; OFDM; adaptive OFDM; automatic modulation classification (AMC); channel prediction;
Conference_Titel :
Electrical Engineering (ICEE), 2012 20th Iranian Conference on
Conference_Location :
Tehran
Print_ISBN :
978-1-4673-1149-6
DOI :
10.1109/IranianCEE.2012.6292553