An adaptive filtering algorithm using mean field annealing techniques

IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation

Volumn 2002-January, Issue , 2002, Pages 115-120

  Persson, P ^a   Claesson, I ^a   Nordebo, S ^b  

^a BLEKINGE INSTITUTE OF TECHNOLOGY   (Sweden)

^b LINNAEUS UNIVERSITY   (Sweden)

Author keywords

Adaptive filters; Adaptive signal processing; Displays; Equations; Filtering algorithms; Least squares approximation; Recursive estimation; Resonance light scattering; Signal processing algorithms; Simulated annealing

Indexed keywords

ADAPTIVE ALGORITHMS; ADAPTIVE FILTERING; ALGORITHMS; ANNEALING; APPROXIMATION ALGORITHMS; DISPLAY DEVICES; INTEGRAL EQUATIONS; LEAST SQUARES APPROXIMATIONS; LIGHT SCATTERING; SIGNAL FILTERING AND PREDICTION; SIMULATED ANNEALING;

ADAPTIVE SIGNAL PROCESSING; EQUATIONS; FILTERING ALGORITHM; RECURSIVE ESTIMATION; RESONANCE LIGHT SCATTERING; SIGNAL PROCESSING ALGORITHMS;

SIGNAL PROCESSING;

EID: 14844344782     PISSN: 15206130     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SIPS.2002.1049695     Document Type: Conference Paper

References (10)

1. M. H. Hayes, Statistical Digital Signal Processing and Modeling, John Wiley & Sons, Inc., 1996.
2. G. V. Moustakides, "Study of the transient phase of the forgetting factor rls," IEEE Trans. Signal Processing, vol. 45, pp. 2468-2476, October 1997.
3. K. H. Afkhamie, Z. Q. Luo, and K. M. Wong, "Adaptive linear filtering using interior point optimization techniques," IEEE Trans. Signal Processing, vol. 58, no. 6, pp. 1637-1648, June 2000.
4. J. J. Hopfield and D. W. Tank, "Neural computation of decisions in optimization problems," Biol. Cybern., vol. 52, pp. 141-152, 1985.
5. C. Peterson and B. Söderberg, "A new method for mapping optimization problems onto neural networks," International Journal of Neural Systems, vol. 1, no. 1, pp. 3-22, Jan 1989.
6. M. Ohlsson, C. Peterson, and B. Söderberg, "Neural networks for optimization problems with inequality constraints - the knapsack problem," Neural Computation, vol. 5, no. 2, pp. 331-339, 1993.
7. G. Parisi, Statistical Field Theory, Perseus Books Publishing, L.L.C., 1998.
8. E. Aarts and J. Korst, Simulated Annealing and Boltzmann Machines, John Wiley & Sons, Inc., 1989.
9. P. Persson, S. Nordebo, and I. Claesson, "A multimode mean field annealing technique to design recursive digital filters," IEEE Trans. on Circuits and Systems II, December 2001.
10. P. Persson, S. Nordebo, and I. Claesson, "Hardware efficient digital filter design by multi-mode mean field annealing," IEEE Signal Processing Letters, vol. 8, no. 7, July 2001.