This paper introduces a class of normalized natural gradient algorithms (NNGs) for adaptive filtering tasks. Natural gradient techniques are useful for ...
Douglas, "Normalized Natural Gradient Adaptive Filtering for Sparse and Nonsparse. Systems," Proceedings of the 2002 IEEE International Conference on ...
This paper introduces a class of normalized natural gradient algorithms (NNGs) for adaptive filtering tasks. Natural gradient.
Jan 1, 2002 · This paper introduces a class of normalized natural gradient algorithms (NNG) for adaptive filtering tasks. Natural gradient techniques are ...
This paper introduces a class of normalized natural gradient algorithms (NNG) for adaptive filtering tasks. Natural gradient techniques are useful for ...
S. L. Gay, S. C. Douglas: Normalized natural gradient adaptive filtering for sparse and nonsparse systems, Proc. ICASSP '02, Orlando, FL, USA, 1405-1408, 2002 ...
[5] S. L. Gay and S. C. Douglas, “Normalized natural gradient adaptive filtering for sparse and nonsparse systems,” in Proc. IEEE ICASSP'02, vol. II, pp ...
Normalized natural gradient adaptive filtering for sparse and non-sparse systems.ICASSP 2002: 1405-1408. paper. [c23]. B. Heinz Mathis, Scott C. Douglas Blind ...
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To overcome the convergence performance degradation, we proposed novel adaptive algorithms based on a natural gradient: the natural gradient sign algorithm ( ...
The main idea behind the approach is to update each filter coefficient using a step size proportional to the magnitude of the estimated coefficient, as opposed ...