Entropy minimization for supervised digital communications channel equalization

IEEE Transactions on Signal Processing

Volumn 50, Issue 5, 2002, Pages 1184-1192

  Santamaría, Ignacio ^a,b   Erdogmus, Deniz ^a,c   Principe, Jose C ^a,c  

^a IEEE   (Spain)

^b UNIVERSITY OF CANTABRIA   (Spain)

^c UNIVERSITY OF FLORIDA   (United States)

Author keywords

Adaptive equalization; Equalizers; Neural Networks; Nonlinear equalization; Renyi's entropy

Indexed keywords

ADAPTIVE EQUALIZATION; DIGITAL COMMUNICATION CHANNEL EQUALIZATION; ERROR-ENTROPY MINIMIZATION ALGORITHMS; GAUSSIAN KERNEL; GRADIENT DESCENT ALGORITHM; MEAN SQUARE ERROR; PARZEN WINDOWING METHOD; RENYI QUADRATIC ENTROPY;

ADAPTIVE ALGORITHMS; BACKPROPAGATION; BANDWIDTH; COMMUNICATION CHANNELS (INFORMATION THEORY); ERROR ANALYSIS; INTERSYMBOL INTERFERENCE; ITERATIVE METHODS; NEURAL NETWORKS; NONLINEAR DISTORTION; RADIAL BASIS FUNCTION NETWORKS;

DIGITAL COMMUNICATION SYSTEMS;

EID: 0036571074     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/78.995074     Document Type: Article

References (29)

1. Adaptive equalization
2. Nonlinear equalization of digital satellite channels
3. Adaptive equalization of finite nonlinear channels using multilayer perceptrons
4. Adaptive decision feedback equalization for digital channels using multilayer neural networks
5. A clustering technique for digital communications channel equalization using radial basis function networks
6. Recurrent radial basis function networks for optimal symbol-by-symbol equalization
7. Design of the optimal separating hyperplane for the decision feedback equalizer using support vector machines
8. Minimizing BER in DFE's with the Adatron algorithm
9. Support vector machines for nonlinear equalization
10. On minimum entropy deconvolution
11. Non-Gaussian reflectivity, entropy and deconvolution
12. Super-exponential methods for blind deconvolution
13. Conditional distribution learning with neural networks and its application to channel equalization
14. Statistical reference criteria for adaptive signal processing in digital communications
15. Identification des coefficients du model MA du canal par sous-estimation de la densité de probabilité du signal recu
16. Strategies for teaching layered networks classification tasks
17. Estimating the entropy of a signal with applications
18. Some fundamental questions of information theory
19. Learning from examples with information theoretic criteria
20. An entropy-minimization algorithm for short-term prediction of chaotic time series
21. Blind source separation using Renyi's mutual information
22. Using recurrent neural network for adaptive communication channel equalization
23. Nonlinear channel models for digital magnetic recording
24. An improved detector for channels with nonlinear intersymbol interference
25. Adaptive least error rate algorithm for neural network classifiers