DocumentCode
29953
Title
Flexible Symmetric Multiple Description Lattice Vector Quantizer With
Descriptions
Author
Zhouyang Gao ; Dumitrescu, S.
Author_Institution
Dept. of Electr. & Comput. Eng., McMaster Univ., Hamilton, ON, Canada
Volume
62
Issue
12
fYear
2014
fDate
Dec. 2014
Firstpage
4281
Lastpage
4292
Abstract
In the previous work on multiple description lattice vector quantizers (MDLVQs) with L ≥ 3 descriptions, once the central and side lattice codebooks are fixed, the decoding quality is determined for all numbers k of received descriptions. Therefore, it is not possible to achieve tradeoffs between the quality of reconstruction for different values of k, 1 k ≤ L - 1. This paper proposes a flexible MDLVQ capable of overcoming the above drawback. For this, a different reconstruction method is employed and a heuristic index assignment (IA) algorithm, which uses L - 2 parameters to control the distortions for 2 k ≤ L - 1, is developed. Experimental results show that the proposed MDLVQ, in addition to achieving the desired tradeoffs, significantly outperforms the classic MD scheme based on unequal erasure protection. The second contribution of this paper is a structured IA for the case of L = 3 and the derivation of the corresponding expressions of the distortions at high resolution. The proposed IA has a simple mechanism for controlling the tradeoff between the reconstruction quality for k = 1, 2. The IA is able to achieve a wide range of distortion values, while keeping the product of the distortions for k = 1, 2 the same as in the prior work.
Keywords
decoding; heuristic programming; signal reconstruction; vector quantisation; decoding quality; flexible symmetric multiple description lattice vector quantizer; heuristic index assignment algorithm; reconstruction method; Decoding; Encoding; Heuristic algorithms; Lattices; Quantizers; Reconstruction algorithms; Vectors; Multiple description coding; high resolution analysis; lattice quantization;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2014.2367014
Filename
6949085
Link To Document