Application of Benveniste's convergence results in the study of adaptive IIR filtering algorithms

@article{Fan1988ApplicationOB,
  title={Application of Benveniste's convergence results in the study of adaptive IIR filtering algorithms},
  author={Hong Fan},
  journal={IEEE Trans. Information Theory},
  year={1988},
  volume={34},
  pages={692-709}
}
It is shown that the weak convergence results of Benveniste et al. can be used to prove convergence of (some) adaptive infinite impulse response (IIR) filtering algorithms. The association of the algorithms with some ordinary differential equations (ODE’s) for constant gains, which parallels the theory of Ljung et al., is suitable for constant-gain adaptive filtering applications. Convergence proofs for a prefiltering algorithm, for a simple constant-gain version of the recursive maximum… CONTINUE READING
Highly Cited
This paper has 31 citations. REVIEW CITATIONS

From This Paper

Topics from this paper.
18 Citations
24 References
Similar Papers

Citations

Publications citing this paper.
Showing 1-10 of 18 extracted citations

References

Publications referenced by this paper.
Showing 1-10 of 24 references

Adaptive algorithms for infinite impulse response filters

  • C. F. N. Cowan, P. M. Grant
  • 1985

SHARF : An algorithm for adapting IIR digital filters

  • J. R. Treichler, C. R. Johnson
  • IEEE Trans . Circuits Syst .
  • 1985

On the good use of the spectral radius of a matrix

  • R. W. Schafer
  • IEEE Trans . Automat . Contr .
  • 1982

Error surfaces of recursive adaptive filters

  • S. D. Steams
  • IEEE Trans . Acoust . , Speech , Signal…
  • 1981

On adaptive recursive filtering

  • S. D. Steams, G. R. Elliott, N. Ahmed
  • IEEE Trans . Acoust . , Speech , Signal…
  • 1981

System identification techniques for adaptive signal processing,

  • B. Friedlander
  • Circuits, Syst., Signal Processing,
  • 1981

Analysis of stochastic approximation schemes with discontinuous and dependent forcing terms with applications to data communication algorithms

  • M. Goursat A. Benveniste, G. Ruget
  • IEEE Trans . Automat . Contr .
  • 1980

C

  • Sept.
  • R. Johnson, Jr., and B. D. 0. Anderson…
  • 1980
1 Excerpt

Similar Papers

Loading similar papers…