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
Link To Document :
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