Wavelet-based deconvolution for ill-conditioned systems

@inproceedings{Neelamani1999WaveletbasedDF,
  title={Wavelet-based deconvolution for ill-conditioned systems},
  author={Ramesh Neelamani and Hyeokho Choi and Richard G. Baraniuk},
  booktitle={ICASSP},
  year={1999}
}
In this paper, we propose a new approach to wavelet-based deconvolution. Roughly speaking, the algorithm comprises Fo urierdomain system inversion followed by wavelet-domain noise s uppression. Our approach subsumes a number of other wavelet-b as d deconvolution methods. In contrast to other wavelet-based approaches, however, we employ a regularized inverse filter, w hich allows the algorithm to operate even when the inverse system i illconditioned or non-invertible. Using a mean-square-error… CONTINUE READING
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