Feature space analysis of modulation classification using very high-order statistics

IEEE Communications Letters

Volumn 17, Issue 9, 2013, Pages 1688-1691

  Su, Wei ^a  

^a US Army Research Development and Engineering Command   (United States)

Author keywords

cognitive radio; cumulants; high order statistics; Modulation classification; moments

Indexed keywords

CUMULANTS; FEATURE SPACE ANALYSIS; HIGH ORDER STATISTICS; HIGHER-ORDER STATISTICS; MODULATION CLASSIFICATION; MODULATION SCHEMES; MOMENTS;

COGNITIVE RADIO; ELECTRICAL ENGINEERING; MATHEMATICAL MODELS;

AMPLITUDE MODULATION;

EID: 84884815684     PISSN: 10897798     EISSN: None     Source Type: Journal    
DOI: 10.1109/LCOMM.2013.080613.130070     Document Type: Article

References (11)

1. O. A. Dobre, A. Abdi, Y. Bar-Ness, and W. Su, "Survey of automatic modulation classification techniques," IET Commun., vol. 1, no. 2, pp. 137-156, Apr. 2007.
2. W. Su, J. A. Kosinski, and M. Yu, "Dual-use of modulation recognition techniques for digital communication signals," in Proc. 2006 IEEE LISAT.
3. W. Su and J. Kosinski, "Framework of network centric signal sensing for automatic modulation classification," in Proc. 2010 IEEE ICNSC.
4. A. Swami and B. Sadler, "Hierarchical digital modulation classification using cumulants," IEEE Trans. Commun., vol. 48, no. 3, pp. 416-429, Mar. 2000. (Pubitemid 30589209)
5. O. A. Dobre, A. Abdi, Y. Bar-Ness, and W. Su, "Cyclostationarity- based modulation classification of linear digital modulations in flat fading channels," Kluwer Wireless Pers. Commun. J., vol. 54, pp. 699-717, Sep. 2010.
6. O. A. Dobre, M. Oner, S. Rajan, and R. Inkol, "Cyclostationarity- based robust algorithms for QAM signal identification," IEEE Commun. Lett., vol. 16, pp. 12-15, Jan. 2012.
7. W. Su and J. Kosinski, "Higher-order blind signal feature separation: an enabling technology for battlefield awareness," in Proc. 2006 Army Science Conf.
8. W. Su and J. Kosinski, "Data mining of modulation features using higher-order statistical transform for battlefield awareness," in Proc. 2007 Int. Conf. Data Mining.
9. M. DeSimio and E. Glenn, "Adaptive generation of decision functions for classification of digitally modulated signals," in Proc. 1988 NAECON.
10. J. Mendel, "Tutorial on higher-order statistics in signal processing and system theory: theoretical results and some applications," Proc. IEEE, vol. 79, no. 3, pp. 278-305, Mar. 1991.
11. W. Wei and J. Mendel, "Maximum-likelihood classification for digital amplitude-phase modulations," IEEE Trans. Commun., vol. 48, no. 2, pp. 189-193, Feb 2000. (Pubitemid 30564381)