DocumentCode
1766229
Title
Bit-Error Resilient Index Assignment for Multiple Description Scalar Quantizers
Author
Dumitrescu, Sorina ; Yinghan Wan
Author_Institution
Dept. of Electr. & Comput. Eng., McMaster Univ., Hamilton, ON, Canada
Volume
61
Issue
5
fYear
2015
fDate
42125
Firstpage
2748
Lastpage
2763
Abstract
This paper addresses the problem of increasing the robustness to bit errors for two description scalar quantizers. Our approach is to start with an m-diagonal index assignment and further apply a permutation to the indexes of each description to increase the minimum Hamming distance dmin of the set of valid index pairs. In particular, we show how to construct linear permutation pairs achieving dmin 3, and establish a lower bound in terms of the description rate R, for the highest value of m for which such permutations exist. For the case when one description is known to be correct, we propose a new performance measure, denoted by dside,min. This represents the minimum Hamming distance of the set of indexes of one description, when the index of the other description is fixed. We prove the close connection between the problem of robust permutations design under the new criterion and the anti-bandwidth problem in a certain graph derived from a hypercube. Leveraging this connection, we settle the problem of existence of permutations achieving dside,min ≥ 2, respectively dmin ≥ 2, and show their construction. Further, we develop a technique for constructing linear permutation pairs achieving dside,min ≥ h based on linear (R, ⌈log2 m⌉) channel codes of minimum Hamming distance h + 1. In addition, tight bounds in terms of R, on the maximum achievable value of dside,min are derived for m = 2, 3, 4.
Keywords
Hamming codes; quantisation (signal); Hamming distance; bit errors; bit-error resilient index assignment; m-diagonal index assignment; multiple description scalar quantizers; Decoding; Hamming distance; Hypercubes; Indexes; Lattices; Robustness; Vectors; Multiple descriptions; antibandwidth; bit-error resilient index assignment; minimum Hamming distance;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2015.2413780
Filename
7061502
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