An adaptive filtering algorithm using mean field annealing techniques

  title={An adaptive filtering algorithm using mean field annealing techniques},
  author={Per Eric Persson and Ingvar Claesson and Sven Nordebo},
  journal={IEEE Workshop on Signal Processing Systems},
We present a new approach to discrete adaptive filtering based on the mean field annealing algorithm. The main idea is to find the discrete filter vector that minimizes the matrix form of the Wiener-Hopf equations in a least-squares sense by a generalized mean field annealing algorithm. It is indicated by simulations that this approach, with complexity O(M/sup 2/) where M is the filter length, finds a solution comparable to the one obtained by the recursive least squares (RLS) algorithm but… CONTINUE READING

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Publications referenced by this paper.

A multi - mode mean field annealing technique to design recursive digital filters

S. Nordebo Persson, I. Claesson
  • 1989

A new method for mapping optimization problems onto neural networks

C. Peterson M. Ohlsson, B. Soderberg
  • International Journal of Neural Systems
  • 1989

Adap - tive linear filtering using interior point optimization techniques

K. M. Wong
  • IEEE Trans . Signal Pxvcessing