Modulation classification based on spectrogram

Proceedings of 2004 International Conference on Machine Learning and Cybernetics

Volumn 6, Issue , 2004, Pages 3551-3556

  Guan, Hai Bing ^a   Ye, Chen Zhou ^b   Li, Xiao Yong ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

^b HONEYWELL   (United States)

Author keywords

Modulation classification; Pattern recognition; Spectrogram

Indexed keywords

COMPUTER SIMULATION; DISCRETE FOURIER TRANSFORMS; FREQUENCY SHIFT KEYING; GAUSSIAN NOISE (ELECTRONIC); NEURAL NETWORKS; PHASE SHIFT KEYING; PRINCIPAL COMPONENT ANALYSIS; QUADRATURE AMPLITUDE MODULATION; SET THEORY;

FREQUENCY DIVISION MODULATION (FDM); MODULATION CLASSIFICATION; POWER DENSITY; SPECTOGRAM;

PATTERN RECOGNITION;

EID: 6344237315     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. S. G. Wilson, Digital Modulation and Coding New York: Prentice-Hall, Inc. 1996 ch.3
2. Daniel Boudreau, Christian Dubuc, Francois Patenaude et al, A Fast Automatic Modulation Recognition Algorithm and Its Implementation in A Spectrum Monitoring Application, MILCOM2000, Los Angeles, Califrnia, Oct22-25, 2000
3. Ananthram Swami, Brain M. Sadler Hierarchical Digital Modulation Classification Using Cumulants IEEE Trans.Commun.,vol. 48(3), pp.416-429, March 2000
4. A.K. Nandi, E.E. Azzouz, Algorithms for Automatic Modulation Recognition of Communication Signals, IEEE Trans.Commun.,vol. 46(4), pp. 431-436, April 1998, 46(4)
5. E.E. Azzouz, A.K.Nandi., Automatic Modulation Recognition of Communication Signals, Kluwer Academic Publisher, Norwell, MA, 1996
6. Wen Wei, Jerry M.Mendel A Fuzzy Logic Method for Modulation Classification in Nonideal Environments IEEE Trans. Fuzzy Systems,vol.7(3), pp.333-344, June 1999
7. J. Lopatka, M.Pedzisz, Automatic Modulation Classification Using Statistical Moments and a Fuzzy Classifier, in Proceedings of ICSP2000, pp 1500-1506, 2000
8. Sergios Theodoridis, Konstantinos Koutroumbas, Pattern Recognition, New York: Academic Press 1999, Ch. 7
9. Chengjun Liu, Harry Wechsler, Robust Coding Schemes for Indexing and Retrieval from Large Face Databases, IEEE Trans. on image processing vol.9(1), pp. 132-137, 2000
10. V. Vapnik, The Nature of Statistical Learning Theory (the second edition), New York: Springer-Verlag, 1998