Automatic modulation recognition using wavelet transform and neural network

2009 9th International Conference on Intelligent Transport Systems Telecommunications, ITST 2009

Volumn , Issue , 2009, Pages 234-238

  Hassan, K ^a   Dayoub, I ^a   Hamouda, W ^b   Berbineau, M ^c  

^a INSTITUT D ELECTRONIQUE   (France)

^b Dept of Electrical and Computer Engineering   (Canada)

^c French Institute of Science and Technology for Transport Development and Networks   (France)

Author keywords

Confusion matrix; Continuous wavelet transform; Feature subset selection; High order moments; M ary shift keying; Neural networks; Principal component analysis; SDR

Indexed keywords

CONFUSION MATRICES; CONTINUOUS WAVELET TRANSFORM; FEATURE SUBSET SELECTION; HIGH ORDER; M-ARY SHIFT KEYING; SHIFT KEYING;

AMPLITUDE MODULATION; BACKPROPAGATION ALGORITHMS; FEATURE EXTRACTION; IMAGE RESOLUTION; INFORMATION RETRIEVAL; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; LEARNING ALGORITHMS; NEURAL NETWORKS; WAVELET TRANSFORMS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 77950417417     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITST.2009.5399351     Document Type: Conference Paper

References (13)

1. I. DAYOUB, A. OKASSA-M'FOUBAT, R. MVONE and J.M. ROUVAEN, "A Blind Modulation Type Detector for DPRS Standard". Wireless Personal Communications (2007) 41: 225-241, Springer 2006.
2. L Hong, K. C. Ho, "Identification of digital modulation types using the wavelet transform", Proc. IEEE MILCOM, pp. 427-431, 1999.
3. P. Marchand, C. Le Martret and J-L. Lacoume, "Modulation Classification Based on a Maximum-Likelihood Receiver in the Cyclic-HOS Domain", Proc. EUSIPCO '98, Vol.4, pp. 2409 2412, 1998.
4. B. G. Mobasseri, "Digital modulation classification using constellation shape", Signal Processing, Vol.80(2), pp. 251 277, 2000.
5. A. K. Nandi, E. E. Azzouz, "Algorithms for automatic modulation recognition of communication signals ", IEEE Trans. Communications. Vol.46, pp. 431-436, 1998.
6. K.E. Nolan, L Doyle, P. Mackenzie and D. O. Mahony, "Modulation Scheme Classification for 4G Software Radio Wireless Network", Proc. IASTED, 2002.
7. P. Panagiotou, A. Anastastasoupoulos and APolydoros, "Likelihood ratio tests for modulation classification", Proc. MILCOM, pp. 670-674, 2000.
8. P. Prakasam, M. Madheswaran, "Digital Modulation Identification Model Using Wavelet Transform and Statistical Parameters", Journal of Computer Systems, Networks, and Communications, 8 pages, 2008.
9. J.A. Sills, "Maximum Likelihood Modulation Classification for PSK/QAM", MILCOM99 Proc, Vol.1, pp.217-220, 1999.
10. M. L D.Wong and A. K. Nandi, "Automatic digital modulation recognition using artificial neural network and genetic algorithm". Signal Processing, Vol.84, pp.351-365, 2004.
11. A.E. Zadeh Shermeh and R. Ghaderi, "An Intelligent System for Classification of the Communication Formats Using PSO", Informatica Vol. 32, pp. 213-218, 2008.
12. http://www.arib.or.jp/IMT-2000/V730Jul09/3-T12/ARIB-TRT12/Rel7/25/ A25943-700.pdf
13. http ://www. itu. int/oth/ROA0E00000C