Variable Dimension Trellis-Coded Quantization of Sinusoidal Parameters

In this letter, we propose joint quantization of the parameters of a set of sinusoids based on the theory of trellis-coded quantization. A particular advantage of this approach is that it allows for joint quantization of a variable number of sinusoids, which is particularly relevant in variable rate...

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Veröffentlicht in:IEEE signal processing letters 2008, Vol.15, p.17-20
Hauptverfasser: Larsen, M.H., Christensen, M.G., Jensen, S.H.
Format: Artikel
Sprache:eng
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Zusammenfassung:In this letter, we propose joint quantization of the parameters of a set of sinusoids based on the theory of trellis-coded quantization. A particular advantage of this approach is that it allows for joint quantization of a variable number of sinusoids, which is particularly relevant in variable rate parametric audio coding. Under high-resolution assumptions and based on a perceptually relevant distortion measure, we derive analytical expressions for the optimal design subject to an entropy constraint. Numerical experiments show a significant performance gain compared to optimal spherical quantization at the cost of a slight increase in computational complexity.
ISSN:1070-9908
1558-2361
DOI:10.1109/LSP.2007.910244