Automatic modulation recognition using support vector machine in software radio applications

International Conference on Advanced Communication Technology, ICACT

Volumn 1, Issue , 2007, Pages 9-12

  Park, Cheol Sun ^a   Jang, Won ^a   Nah, Sun Phil ^a   Kim, Dae Young ^b  

^a Agency for Defence Development   (South Korea)

^b Chungnam National University   (South Korea)

Author keywords

Decision tree; Minimum distance; Modulation classification; Support vector machine

Indexed keywords

ALGORITHMS; COMPUTER SOFTWARE; DECISION TREES; FREQUENCY MODULATION; RADIO COMMUNICATION; STATISTICAL METHODS;

MINIMUM DISTANCE; MODULATION CLASSIFICATION;

SUPPORT VECTOR MACHINES;

EID: 34347233475     PISSN: 17389445     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICACT.2007.358249     Document Type: Conference Paper

References (7)

1. E.E. Azzouz, and A.K.Nandi, "Procedure for automatic recognition of analogue and digital modulations," IEE proceedings Communications, vol. 143, no.5, Oct. 1996, pp. 259-266
2. Cheol-Sun Park and Dae Young Kim, "A Novel Robust Feature of Modulation Classification for Reconfigurable Software Radio," IEEE Trans. Consumer Electronics, Nov. 2006 (accepted for publication).
3. rd ed, 1995, pp.222-237.
4. Zhilu Wu, Xuexia Wang, Zhenzhen Gao, and Guanghui Ren, "Automatic digital modulation recognition based on support vector machine," IEEE Conf. on Neural Networks and Brain, pp. 1025-1028, Oct. 2005.
5. J. C. Platt, N. Cristianini, and J. Shawe-Taylor, "Large margin DAG's for multiclass classification," in Advance in Neural Information Processing Systems, Cambridge, MA: MIT Press, 2000, vol. 12, pp.547-553.
6. Ilan Druckmann, Eugen I. Plotkin, and M.N.S. Swamy, "Automatic Modulation Type Recognition," IEEE Canadian Conference on Electrical and Computer Engineering, May 1998, pp.65-68
7. Stefan C. Kremer and Joanne Shells, "A Testbed for Automatic Modulation Recognition using Artificial Neural Networks," IEEE Canadian Conference on Electrical and Computer Engineering, May 1997, pp.67-70