Title :
An ITD based automatic digital modulation recognition algorithm for broadband mobile multimedia communication system
Author :
Li, Xue ; Tian, Bin ; An, Jinkun ; Wang, Xianbin ; Wu, Yiyan ; Yi, Kechu
Author_Institution :
Nat. Lab. of Inf. Control, CECT, Jiaxing, China
Abstract :
Automatic modulation recognition is extremely important for the receiver design in the broadband multimedia communication system. Based on the intrinsic time-scale decomposition algorithm for feature extraction on which the instantaneous amplitude, phase and frequency is precisely defined, this paper proposed a feature selection algorithm to find the features with high distinguishing capacity and a digital modulation recognition algorithm. Simulation results show that this algorithm is of low complexity and the average recognition accuracy is higher than 94% using only three feature parameters when SNR is above 5dB.
Keywords :
broadband networks; feature extraction; mobile communication; modulation; multimedia communication; automatic digital modulation recognition algorithm; broadband mobile multimedia communication system; feature extraction; feature selection algorithm; intrinsic time-scale decomposition algorithm; receiver design; Amplitude modulation; Broadband communication; Constellation diagram; Digital modulation; Feature extraction; Laboratories; Mobile communication; Multimedia communication; Multimedia systems; Time frequency analysis; Feature extraction; Intrinsic time-scale decomposition; Modulation recognition;
Conference_Titel :
Broadband Multimedia Systems and Broadcasting (BMSB), 2010 IEEE International Symposium on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-4461-8
Electronic_ISBN :
978-1-4244-4462-5
DOI :
10.1109/ISBMSB.2010.5463100