Multi-stage adaptive signal processing algorithms

Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop

Volumn 2000-January, Issue , 2000, Pages 380-384

  Kozat, S S ^a   Singer, A C ^a  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

Adaptive filters; Adaptive signal processing; Algorithm design and analysis; Convergence; Data compression; Filtering algorithms; Least squares approximation; Machine learning algorithms; Resonance light scattering; Signal processing algorithms

Indexed keywords

ADAPTIVE FILTERING; APPROXIMATION ALGORITHMS; ARTIFICIAL INTELLIGENCE; DATA COMPRESSION; LEARNING ALGORITHMS; LEARNING SYSTEMS; LEAST SQUARES APPROXIMATIONS; LIGHT SCATTERING; MEAN SQUARE ERROR; SIGNAL FILTERING AND PREDICTION; SIGNAL PROCESSING; STOCHASTIC SYSTEMS;

ADAPTIVE SIGNAL PROCESSING; ALGORITHM DESIGN AND ANALYSIS; CONVERGENCE; FILTERING ALGORITHM; RESONANCE LIGHT SCATTERING; SIGNAL PROCESSING ALGORITHMS;

ALGORITHMS;

EID: 84949543122     PISSN: None     EISSN: 2151870X     Source Type: Conference Proceeding    
DOI: 10.1109/SAM.2000.878034     Document Type: Conference Paper

References (8)

1. A. C. Singer, M. Feder,"Universal Linear Prediction by Model Order Weighting," IEEE Trans. on Signal Proc., vol. 47, no. 10, pp. 2685-2700, Oct. 1999.
2. M. Feder, A. C. Singer,"Universal Data Compression and Linear Prediction," Proc. 1998 IEEE Data Compression Conference,1998.
3. S. Haykin, Adaptive Filter Theory, Prentice-Hall, Upper Saddle River,NJ 07458,1996.
4. S. S. Kozat, A. C. Singer,"On Universal Linear Prediction of Gaussian Data", to appear Proc. Int. Conf. Acous. Speech and Sig. Process, Istanbul, 2000
5. D. Haussler, J. Kivinen, and M. Warmuth., "Sequential prediction of individual sequences under general loss functions," IEEE Trans. Info. Theory, vol. 44, pp. 1906-1925, Sept. 1988.
6. ∞ Optimality of the LMS Algorithm," IEEE Transactions on Signal Processing, vol. 44, no. 2, pp. 267-280, Feb. 1996.
7. M. Weinberger, N. Merhav, and M. Feder, "Optimal sequential probability assignment for individual sequences,"Trans. Info. Theory, vol. 40, no. 2, pp. 384-396, March 1994.
8. S. Kulkarni and P. Ramadge, "On the performance and complexity of a class of hybrid controller switching policies," in Proc. Conf. on Control Using Logic-Based Switching, (Block Island, RI), Springer-Verlag, 1995.