A novel modulation classification method based on high order cumulants

2006 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2006

Volumn , Issue , 2006, Pages

  Liu, Luokun ^a,b   Xu, Jiadong ^a  

^a NORTHWESTERN POLYTECHNICAL UNIVERSITY   (China)

^b INFORMATION ENGINEERING UNIVERSITY   (China)

Author keywords

High order cumulants; Modulation classification; Single carrier modulation

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER SIMULATION; FREQUENCY MODULATION; SIGNAL TO NOISE RATIO;

HIGH ORDER CUMULANTS; MODULATION CLASSIFICATION; SINGLE-CARRIER MODULATION;

QUADRATURE AMPLITUDE MODULATION;

EID: 42749104873     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WiCOM.2006.157     Document Type: Conference Paper

References (15)

1. Liedtke F. F.. "Computer simulation of an automatic classification procedure for digital modulated communication signals with unknown parameters", Signal processing. June 1984, pp. 311-323.
2. Kim K., Ploydoros A.. "Digital modulation classification: the BPSK versus QPSK case", IEEE Military Communications Conference. Oct. 23-26, 1988, Vol. 2, pp. 431-436.
3. Soliman S. S., Hsue Shue-Zen. "Signal classification using statistical moments", IEEE Transactions on Communications. May 1992, Vol. 40, pp. 908-916.
4. Wei Wen, Mendel J. M.. "Maximum-Likelihood Classification for Digital Amplitude-Phase Modulations", IEEE Transactions on Communications. Feb. 2000, Vol. 48, pp. 189-193.
5. A. K. Nandi, E. E. Azzouz. "Automatic analogue modulation recognition", Signal Processing. May 1995, Vol. 46, pp. 211-222.
6. A. K. Nandi, E. E. Azzouz. "Automatic identification of digital modulation types", Signal Processing. May 1995, Vol. 47, pp. 55-69.
7. A. K. Nandi, E. E. Azzouz. "Modulation recognition using artificial neural networks", Signal Proceeing. 1997, Vol. 56, pp. 165-175.
8. M. L. D. Dong, A. K. Nandi. "Automatic Digital Modulation Recgnition Using Spectral And Statistical Features With Multi-Layer Perceptrons", Signal Processing and its Applications, Sixth International Symposium on. Aug. 13-16, 2001, Vol. 2, pp. 390-393.
9. Liang Hong, Ho K. C.. "Identification of digital modulation types using the wavelet transform", Military Communications Conference Proceedings. Oct. 31- Nov. 3, 1999, Vol. 1, pp. 427-431.
10. Ho K. C., Prokopiw W., Chan Y. T.. "Modulation identification of digital signals by the wavelet transform", Radar, Sonar and Navigation, IEE Proceedings. Aug. 2000, Vol. 147, pp. 169-176
11. Reichert J.. "Automatic classification of communication signals using higher order statistics", Acoustics, Speech, and Signal Processing, 1992 IEEE International Conference on. March 1992, Vol. 5, pp. 221-224.
12. Swami A., Sadler B. M.. "Modulation classification via hierarchical agglomerative cluster analysis", Signal Processing Advances in Wireless Communications, 1997 First IEEE Signal Processing Workshop on. April 16-18 1997, pp. 141-144.
13. Spooner C. M.. "On the Utility of Sixth-Order Cyclic Cumulants for RF Signal Classification", Signals, Systems and Computers 2001, Conference Record of the Thirty-Fifth Asilomar Conference on. Nov. 4-7 2001, Vol. 1, pp. 890-897.
14. Dobre O. A., Bar-Ness Y., Wei Su. "Higher-order cyclic cumulants for high order modulation classification", IEEE MILCOM 2003. Oct. 13-16, 2003, Vol. 1, pp. 112-117.
15. Chrysostomos L. Nikias, Athina P. Petropulu. Higher-order spectra analysis. Ptr Prentice Hall, Englewood Cliffs, New Jersey, 1993.