Robust QAM modulation classification algorithm using cyclic cumulants

2004 IEEE Wireless Communications and Networking Conference, WCNC 2004

Volumn 2, Issue , 2004, Pages 745-748

  Dobre, Octavia A ^a   Bar Ness, Yeheskel ^a   Su, Wei ^b  

^a NEW JERSEY INSTITUTE OF TECHNOLOGY   (United States)

^b US Army Communications and Electronics Command   (United States)

Author keywords

Automatic modulation classification; Cyclic cumulants; Model mismatches

Indexed keywords

ALGORITHMS; BANDWIDTH; COMPUTER SIMULATION; IMPULSE NOISE; IMPULSE RESPONSE; POISSON DISTRIBUTION; PROBABILITY DENSITY FUNCTION; SIGNAL PROCESSING; VECTORS; WAVEFORM ANALYSIS;

AUTOMATIC MODULATION CLASSIFICATION; CARRIER FREQUENCY; CYCLIC CUMULANTS; MODEL MISMATCHES;

QUADRATURE AMPLITUDE MODULATION;

EID: 4544309931     PISSN: None     EISSN: None     Source Type: Book    
DOI: None     Document Type: Conference Paper

References (14)

1. W. Wei and J. M. Mendel, "Maximum-likelihood classification for digital amplitude-phase modulations," IEEE Trans. Commun., vol. 48, pp. 189-193, 2000.
2. C. V. Huang and A. Polydoros, "Likelihood methods for MPSK modulation classification,"' IEEE Trans. Commun., vol. 43, pp. 1493-1504, 1995.
3. C. Long, K. Chugg and A. Polydoros, "Further results in likelihood classification of QAM signals," in Proc. IEEE MILCOM. 1994, pp. 57-61.
4. P. Panagiotou, A. Anastastasoupoulos and A. Polydoros, "Likelihood ratio tests for modulation classification," In Proc. MILCOM, 2000, pp. 670-674.
5. P. Marchard, J. L. Lacoume and C. Martret, "Classification of linear modulations by a combination of different orders cyclic cumulants," in Proc. Workshop on HOS, 1997, pp.47-51.
6. C. M. Spooner, "On the utility of sixth-order cyclic cumulants for RF signal classification," in Proc. Asilomar, 2001, pp. 890-897.
7. O. A. Dobre, Y. Bar-Ness and W. Su, "Higher-order cyclic cumulants for high order modulation classification," in Proc. MILCOM, 2003.
8. A. Swami and B. M. Sadler, "Hierarchical digital modulation classification using cumulants," IEEE Trans. Commun., vol. 48, pp. 416-429, 2000.
9. J. R. Barry and E. A. Lee, "Performance of coherent optical receivers," Proceedings of the IEEE, vol. 78, pp. 1369-1394, 1990.
10. W. A. Gardner, Introduction to Random Processes, McGraw Hill, 1990.
11. K. S. Vastola, "Threshold detection in narrow-band non-Gaussian noise," IEEE Trans. on Commun., vol. 32, pp.134-139, 1984.
12. M. Grigoriu, Applied Non-Gaussian Processes. Prentice Hall, 1995
13. V. Dandawate and G. B. Giannakis, "Nonparametric polyspectral estimators for kth-order cyclostationary processes," IEEE Trans. Informat. Theory, vol. 40, pp. 216-232, 1994.
14. V. Dandawate and G. B. Giannakis, "Asymptotic theory of mixed time averages and kth- order cyclic-moment and cumulant statistics," IEEE Trans. Informat. Theory, vol. 41, pp. 216-232, 1995.