DocumentCode :
1225343
Title :
Near-ellipsoidal Voronoi coding
Author :
Ragot, Stéphane ; Xie, Minjie ; Lefebvre, Roch
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Sherbrooke, Canada
Volume :
49
Issue :
7
fYear :
2003
fDate :
7/1/2003 12:00:00 AM
Firstpage :
1815
Lastpage :
1820
Abstract :
We consider a special case of Voronoi coding, where a lattice Λ in Rn is shaped (or truncated) using a lattice Λ´={(m1x1,...,mnxn)|(x1,...,xn)∈Λ} for a fixed m_=(m1,...,mn)∈(N/{0,1})n. Using this technique, the shaping boundary is near-ellipsoidal. It is shown that the resulting codes can be indexed by standard Voronoi indexing algorithms plus a conditional modification step, as far as Λ´ is a sublattice of Λ. We derive the underlying conditions on m_ and present generic near-ellipsoidal Voronoi indexing algorithms. Examples of constraints on m_ and conditional modification are provided for the lattices A2, Dn (n≥2) and 2Dn+ (n even ≥4).
Keywords :
algebraic codes; set theory; Gaussian mixture model; algebraic spectrum coding; conditional modification; correlated Gaussian vector sources; fast indexing algorithms; linear discrete sets; near-ellipsoidal Voronoi coding; near-ellipsoidal Voronoi indexing algorithms; near-ellipsoidal lattice codes; shaping boundary; standard Voronoi indexing algorithms; sublattice; wide-band speech coding; Algorithm design and analysis; Code standards; Error correction codes; Indexing; Lattices; Libraries; Modulation coding; Speech coding; Vectors; Wideband;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2003.813484
Filename :
1207381
Link To Document :
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