Title :
Variable Dimension Trellis-Coded Quantization of Sinusoidal Parameters
Author :
Larsen, Morten Holm ; Christens, Mads Græsbøll ; Jensen, Søren Holdt
Author_Institution :
Aalborg Univ., Aalborg
fDate :
6/30/1905 12:00:00 AM
Abstract :
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.
Keywords :
audio coding; quantisation (signal); speech coding; trellis codes; computational complexity; entropy constraint; joint quantization; sinusoidal parameters; variable dimension trellis-coded quantization; variable rate parametric audio coding; Audio coding; Computational complexity; Cost function; Distortion measurement; Dynamic programming; Entropy; Frequency; Performance gain; Rate-distortion; Vector quantization; Parametric audio coding; spherical quantization; trellis-coded quantization; variable dimension vector quantization;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2007.910244