Novel identification method for commonly used digital modulations

Tien Tzu Hsueh Pao/Acta Electronica Sinica

Volumn 35, Issue 4, 2007, Pages 782-785

  Wu, Yue Xian ^a   Ge, Lin Dong ^a   Xu, Zhi Yong ^b  

^a INFORMATION ENGINEERING UNIVERSITY   (China)

^b SOUTHWEST ELECTRONICS AND TELECOMMUNICATION TECHNOLOGY RESEARCH INSTITUTE   (China)

Author keywords

Fusion; Modulation identification; Neural network ensemble; Spectrum feature

Indexed keywords

COMMUNICATION SYSTEMS; NEURAL NETWORKS; PHASE SHIFT KEYING; QUADRATURE AMPLITUDE MODULATION; SIGNAL ANALYSIS; SIGNAL PROCESSING; SIGNAL TO NOISE RATIO;

AWGN; BLIND IDENTIFICATION; FUSION; MODULATION FEATURE PARAMETERS; MODULATION IDENTIFICATION; NETWORK CLASSIFIER; NEURAL NETWORK ENSEMBLE; NONLINEAR TRANSFORM; RECOGNITION RATE; SIMULATION; SPECTRUM FEATURE; SPECTRUM SHAPE PARAMETER;

MODULATION;

EID: 34250012849     PISSN: 03722112     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (11)

1. Nandi A K, Azzouz E E. Algorithms for automatic modulation recognition of communication signals[J]. IEEE Trans Comm, 1998, 46(4): 431-436.
2. Wong M L D, Nandi A K. Automatic digital modulation recognition using spectral and statistical features with multi-layer perceptrons[A]. In Proc of Sixth International Symposium on Signal Processing and its Applications (ISSPA'01)[C]. Kuala Lumpur, Malaysia, 13-16 vol.2: August, 2001. 390-393.
3. Zhao Y Q, Ren G H, Wang X X, et al. Automatic digital modulation recognition using artificial neural networks[A]. In Proc of IEEE Int Conf Neural Networks and Signal Processing[C]. Nanjing, China, Dec. 14-17, 2003. 257-260.
4. Dubuc C, Boudreau D. An automatic modulation recognition algorithm for spectrum monitoring applications[A]. In Proc of IEEE International Conference on Communications (ICC'99)[C]. Vancouver, Canada, 1999. 732-736.
5. Fan H B, Yang Z J, Cao Z G. Automatic recognition for common used modulations in satellite communication[J]. Journal of China Institute of Communications, 2004, 25(1): 140-149. (in Chinese)
6. Han G D, Cai B, Wu J X. Spectral correlation method for modulation recognition[J]. Systems Engineering and Electronics, 2001, 23(3): 34-36. (in Chinese)
7. Gao Y L, Zhang Z Z. Modulation recognition based on combined feature parameter and modified probabilistic neural network[A]. In Proc of the Sixth World Congress on Intelligence Control and Automation[C]. Dalian, China, June 21-23, 2006. 2954-2958.
8. Zhou Z H, Chen S F. Neural network ensemble[J]. Chinese J Computers, 2002, 25(1): 1-8. (in Chinese)
9. Hansen L K, Salamon P. Neural network ensembles[J]. IEEE Trans Pattern Analysis and Machine Intelligence, 1999, 12(10): 993-1001.
10. Wilson S G. Digital Modulation and Coding[M]. Beijing: Publishing House of Electronics Industry, 1998.
11. Proakis J G. Digital Communications (Third Edition)[M]. Beijing: Publishing House of Electronics Industry, 1998.