Automatic digital modulation recognition using wavelet transform and neural networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3173, Issue , 2004, Pages 936-940

  Wu, Zhilu ^a   Ren, Guanghui ^a   Wang, Xuexia ^a   Zhao, Yaqin ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

AMPLITUDE MODULATION; BACKPROPAGATION; DISCRETE WAVELET TRANSFORMS; FEATURE EXTRACTION; MODULATION; NEURAL NETWORKS; PATTERN RECOGNITION; SIGNAL TO NOISE RATIO; SUPPORT VECTOR MACHINES;

AUTOMATIC DIGITAL MODULATION RECOGNITION; DIGITAL MODULATION CLASSIFICATION; DIGITAL SIGNALS; ERROR BACK PROPAGATION; LOW SIGNAL-TO-NOISE RATIO; PATTERN RECOGNITION AND CLASSIFICATION; TRAINING PROCESS; WAVELET COEFFICIENTS;

WAVELET TRANSFORMS;

EID: 35048895958     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-28647-9_154     Document Type: Article

References (7)

1. Dabbous, T.E., Shafie, K.A.: A Dynamic Model for Neural Networks. 16th National Radio Science Conference (NRSC'99), Ain Shams University, Cairo, Egypt (1999) 1-10
2. Nandi, A.K., Azzouz, E.E.: Algorithms for Automatic Modulation Recognition of Communication Signals. IEEE Transactions on Communications, Vol. 46 (1998) 431-436
3. Kavalov, D.: Improved Noise Characteristics of a Saw Artificial Neural Network RF Signal Processor for Modulation Recognition. 2001 IEEE Ultrasonics Symposium (2001) 19-22
4. Kremer, S.C., Shiels, J.: A Testbed for Automatic Modulation Recognition Using Artificial Neural Networks. CCECE'97 (1997) 67-70
5. Habibi, A.: Introduction to Wavelets. (1995) 879-885
6. Hoffman, A.J., Tollig, C.J.A.: The Application of Classification Wavelet Networks to the Recognition of Transient Signals. IEEE (1999) 407-410
7. Stefan, P., Kamarthi, S.V.: Feature Extraction from Wavelet Coefficients for Pattern . Recognition Tasks. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 21 (1999)