Title :
A scaled signal plus noise model for digital watermarking, application to time jitter
Author :
Zaidi, Abdellatif ; Boyer, Rémy ; Duhamel, Pierre
Author_Institution :
Signals & Syst. Lab., CNRS, Gif-sur-Yvette, France
Abstract :
Digital watermarking is often modelled as the transmission of a message over a noisy channel denoted as "watermark channel". Distortions introduced by the watermark channel result mainly from attacks but, depending on the attack, may include interference from the original signal. One of the main-differences with classical transmission situations comes from the fact that only perceptual distortions have to be taken into account. However, measuring the perceptual impact an attack has on a watermarked signal is currently an unsolved problem. Possible means of circumventing this problem would be (i) to define the distortion in a so-called "perceptual domain" and defining an "ad hoc" equivalence between objective and perceptual distortion, or (ii) to define an "equivalent distortion", by removing from the attack noise the part that is correlated to the host signal. We concentrate on the second approach, and first show that the resulting "equivalent" attacks is a particular case of a thoroughly studied channel: attacks by filtering plus additive noise. However, our approach emphasizes the fact that the additive noise has to be decorrelated with the signal. Finally, the method is applied to desynchronization attacks on audio signals, provides the corresponding capacities, and outlines further work.
Keywords :
decorrelation; demodulation; distortion; filtering theory; modulation; signal denoising; telecommunication channels; timing jitter; watermarking; additive noise; digital watermarking; equivalent distortion; noisy channel; perceptual distortion; perceptual domain; scaled signal plus noise model; time jitter; watermark channel; AWGN; Additive noise; Additive white noise; Decorrelation; Filtering; Gaussian noise; Jitter; Nonlinear distortion; Signal processing; Watermarking;
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Eighth Asilomar Conference on
Print_ISBN :
0-7803-8622-1
DOI :
10.1109/ACSSC.2004.1399550