Automatic modulation identification based on the probability density function of signal phase

IEEE Transactions on Communications

Volumn 60, Issue 4, 2012, Pages 1033-1044

  Shi, Qinghua ^a   Karasawa, Y ^a  

^a UNIVERSITY OF ELECTRO COMMUNICATIONS   (Japan)

Author keywords

classification; identification; maximum likelihood; Modulation

Indexed keywords

ASYMPTOTIC BEHAVIORS; AUTOMATIC MODULATION; AUTOMATIC MODULATION RECOGNITION; CLASSIFICATION SCHEME; LINEARLY MODULATED SIGNALS; MAXIMUM LIKELIHOOD APPROACHES; MODULATION CONSTELLATIONS; MODULATION FORMATS; PERFORMANCE ANALYSIS; PHASE BASED; REDUCED COMPLEXITY; SIGNAL PHASE; SIMPLIFIED INTEGRATION; SOFTWARE-DEFINED RADIOS; UPPER BOUND; WIRELESS COMMUNICATION SYSTEM;

ASYMPTOTIC ANALYSIS; CLASSIFICATION (OF INFORMATION); IDENTIFICATION (CONTROL SYSTEMS); MAXIMUM LIKELIHOOD; MODULATION; OPTIMIZATION;

ADAPTIVE MODULATION;

EID: 84859987218     PISSN: 00906778     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCOMM.2012.021712.100638     Document Type: Article

References (27)

1. E. E. Azzouz and A. K. Nandi, Automatic Modulation Recognition of Communication Signals. Kluwer Academic Publishers, 1996.
2. J. L., Xu, Wei Su, and MengChu Zhou, "Software-defined radio equipped with rapid modulation recognition," IEEE Trans. Veh. Technol., vol. 59, no. 4, pp. 1659-1667, Apr. 2010.
3. M. Oner and F. Jondral, "Air interface identification for software radio systems," Int. J. Electron. Commun., vol. 61, no. 2, pp. 104-117, Feb. 2007.
4. B. Ramkumar, "Automatic modulation classification for cognitive radios using cyclic feature detection," IEEE Circuits Syst. Mag., vol. 9, no. 2, pp. 27-45, Feb. 2009.
5. A. Swami and B. M. Sadler, "Hierarchical digital modulation classification using cumulants," IEEE Trans. Commun., vol. 48, no. 3, pp. 416-429, Mar. 2000.
6. S. S. Soliman and S.-Z. Hsue, "Signal classification using statistical moments," IEEE Trans. Commun., vol. 40, no. 5, pp. 908-916, May 1992.
7. A. K. Nandi and E. E. Azzouz, "Algorithms for automatic modulation recognition of communication signals," IEEE Trans. Commun., vol. 46, no. 4, pp. 431-436, Apr. 1998.
8. W. Wei and J. M. Mendel, "Maximum-likelihood classification for digital amplitude-phase modulations," IEEE Trans. Commun., vol. 48, no. 2, pp. 189-193, Feb. 2000.
9. C.-Y. Huang and A. Polydoros, "Likelihood methods for MPSK modulation classification," IEEE Trans. Commun., vol. 43, no. 2/3/4, pp. 1493-1504, Feb.-Mar.-Apr. 1995.
10. Y. Yang and C.-H. Liu, "An asymptotic optimal algorithm for modulation classification," IEEE Commun. Lett., vol. 2, no. 5, pp. 117-119, May 1998.
11. Y Yang and S. S. Soliman, "A suboptimal algorithm for modulation classification," IEEE Trans. Aerosp. Electron. Syst., vol. 33, no. 1, pp. 38-45, Jan. 1997.
12. H.-C. Wu, M. Saquib, and Z. Yun, "Novel automatic modulation classification using cumulant features for communications via multipath channels," IEEE Trans. Wireless Commun., vol. 7, no. 8, pp. 3098-3105, Aug. 2008.
13. V. D. Orlic and M. L. Dukic. Automatic modulation classification algorithm using higher-order cumulants under real-world channel conditions. IEEE Commun. Lett, vol. 13, 12, 917-919, Dec. 2009.
14. F Hameed, O. A. Dobre, and D. C. Popescu, "On the likelihood-based approach to modulation classification," IEEE Trans. Wireless Commun., vol. 8, no. 12, pp. 5884-5892, Dec. 2009.
15. W. Su, J. L. Xu, and M. Zhou, "Real-time modulation classification based on maximum likelihood," IEEE Commun. Lett, vol. 12, no. 11, pp. 801-803, Nov. 2008.
16. O. A. Dobre, A. Abdi, Y Bar-Ness, and W. Su, "Survey of automatic modulation classification techniques: classical approaches and new trends," IET Commun., vol. 1, no. 2, pp. 137-156, Apr. 2007.
17. 0 e f (x)dx, Mathematics Computation, vol. 23, no. 107, pp. 661-671, 1969.
18. M. Abramowitz and I. A. Stegun, Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables, 4th edition. Dover, 1970.
19. K. E. Scott and E. B. Olasz, "Methods of solving problems," Proc. IRE, vol. 44, no. 5, pp. 609-638, May 1956.
20. H. Leib and S. Pasupathy, "The phase of a vector perturbed by Gaussian noise and differentially coherent receivers," IEEE Trans. Inf. Theory, vol. 34, no. 6, pp. 1491-1501, Nov. 1988.
21. S. Kullback and R. A. Leibler, "On information and sufficiency," Annals Mathematical Statistics, vol. 22, no. 1, pp. 79-86, 1951.
22. T. M. Cover, Elements of Information Theory, 2nd edition. Wiely, 2006.
23. P. J. Davis and P. Rabinowitz, Methods of Numerical Integration, 2nd edition. Academic Press, 1984.
24. R. A. Horn and C. A. Johnson, Matrix Analysis. Cambridge University Press, 1990.
25. W. J. Cody, "Rational Chebyshev approximations for the error function," Mathematics Computation, vol. 23, no. 107, pp. 631-637, 1969.
26. J. A. Sills, "Maximum-likelihood modulation classification for PSK/QAM," in Proc. 1999 IEEE MILCOM, vol. 1, pp. 217-220.
27. M. Oerder and K. Meyr, "Digital filter and square timing recovery," IEEE Trans. Commun., vol. 36, no. 5, pp. 605-612, May 1988.