Title :
The classification of joint analog and digital modulations
Author :
Dobre, Octavia A. ; Abdi, A. ; Bar-Ness, Y. ; Wei Su
Author_Institution :
Fac. of Eng. & Appl. Sci., Memorial Univ. of Newfoundland, St. John´s, Nfld., Canada
Abstract :
In this paper, the problem of joint analog and digital modulation classification is considered. A new set of features is proposed to identify the modulation format of a received signal, based on which a binary decision tree classifier is then developed. The theoretical developments and effectiveness of the proposed classifier are confirmed through simulations.
Keywords :
decision trees; modulation; signal classification; binary decision tree classifier; joint analog-digital modulation classification; signal identification; AWGN; Amplitude modulation; Baseband; Digital modulation; Frequency modulation; Frequency shift keying; Phase shift keying; Quadrature phase shift keying; Signal processing; Universal Serial Bus;
Conference_Titel :
Military Communications Conference, 2005. MILCOM 2005. IEEE
Conference_Location :
Atlantic City, NJ
Print_ISBN :
0-7803-9393-7
DOI :
10.1109/MILCOM.2005.1606121
