An affine scaling methodology for best basis selection

@article{Rao1999AnAS,
title={An affine scaling methodology for best basis selection},
author={Bhaskar D. Rao and Kenneth Kreutz-Delgado},
journal={IEEE Trans. Signal Processing},
year={1999},
volume={47},
pages={187-200}
}

A methodology is developed to derive algorithms for optimal basis selection by minimizing diversity measures proposed by Wickerhauser and Donoho. These measures include the p-norm-like (`(p 1)) diversity measures and the Gaussian and Shannon entropies. The algorithm development methodology uses a factored representation for the gradient and involves… CONTINUE READING