Evolution of signal processing algorithms using vector based genetic programming

2007 15th International Conference on Digital Signal Processing, DSP 2007

Volumn , Issue , 2007, Pages 503-506

  Holladay, K L ^a   Robbins, K A ^b  

^a SOUTHWEST RESEARCH INSTITUTE   (United States)

^b UNIVERSITY OF TEXAS AT SAN ANTONIO   (United States)

Author keywords

Feature extraction; FIFTH; Genetic programming; Symbol rate

Indexed keywords

CLASSIFICATIO N PROBLEMS; DIGITAL SIGNALS; EVOLUTION (CO); FEATURE VECTOR (FV); GENETIC PROGRAMMING (GP); INTERNATIONAL CONFERENCES; PROBLEM DOMAINS; SIGNAL DATA; SIGNAL PROCESSING ALGORITHMS; SYMBOL RATES; TRANSITION (JEL CLASSIFICATIONS:E52 ,E41 ,E31);

ALGORITHMS; BOOLEAN FUNCTIONS; CODES (SYMBOLS); COMPUTER GRAPHICS; COMPUTER PROGRAMMING; COMPUTER PROGRAMMING LANGUAGES; DATA PROCESSING; DIGITAL SIGNAL PROCESSING; DIGITAL SIGNAL PROCESSORS; GENETIC ALGORITHMS; GENETIC PROGRAMMING; PARAMETER ESTIMATION; SIGNAL PROCESSING; STANDARDIZATION; STANDARDS; VECTORS;

EVOLUTIONARY ALGORITHMS;

EID: 47649126220     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDSP.2007.4288629     Document Type: Conference Paper

References (7)

1. H. Guo, L. B. Jack, and A. K. Nandi, "Automated feature extraction using genetic programming for bearing condition monitoring," presented at IEEE Workshop on Machine Learning for Signal Processing, 2004.
2. J. R. Koza, M. A. Keane, M. J. Streeter, et al., Genetic Programming IV: Routine Human-Competitive Machine Intelligence: Kluwer Academic Publishers, 2003.
3. K. Holladay, K. Robbins, and J. v. Ronne, "FIFTH™: A stack based GP language for vector processing," presented at EuroGP 2007, Valencia, Spain, 2007.
4. K. Holladay and K. Robbins, "Experimental analysis of wavelet transforms for estimating PSK symbol rate," presented at IASTED International Conference on Communication Systems and Applications, Banff, Canada, 2004.
5. R. J. Mammone, R. J. Rothaker, and C. I. Podilchuk, "Estimation of carrier frequency, modulation type, and bit rate of an unknown modulated signal," presented at IEEE International Conference on Communications, 1987.
6. K. Holladay and K. Robbins, "A framework for automatic large-scale testing and characterization of signal processing algorithms," presented at Military Communications (MILCOM), Monterey, CA, 2004.
7. T. Hastie, R. Tibshirani, and J. Friedman, The Elements of Statistical Learning: Data Mining, Inference, and Prediction. New York, NY: Springer-Verlag, 2001.