Multiplicative Propagation of Error During Recursive Wavelet Estimation

Details Multiplicative Propagation of Error During Recursive Wavelet Estimation Multiplicative Propagation of Error During Recursive Wavelet Estimation

2011-07-28

arxiv.org/abs/1107.5735v1

Statistics

Methodology

9 pages, 4 figures

Scientific paper

Wavelet coefficients are estimated recursively at progressively coarser scales recursively. As a result, the estimation is prone to multiplicative propagation of truncation errors due to quantization and round-off at each stage. Yet, the influence of this propagation on wavelet filter output has not been explored systematically. Through numerical error analysis of a simple, generic sub-band coding scheme with a half-band low pass finite impulse-response filter for down sampling, we show that truncation error in estimated wavelet filter coefficients can quickly reach unacceptable levels, and may render the results unreliable especially at coarser scales.

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