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Glued lattices are better quantizers than K 12

Agrell, Erik, 1965 (author)
Chalmers tekniska högskola,Chalmers University of Technology
Pook-Kolb, Daniel (author)
Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG)
Allen, Bruce (author)
Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG)
Chalmers tekniska högskola Max Planck Gesellschaft zur Förderung der Wissenschaften eV. (MPG) (creator_code:org_t)
2024
2024
English.
In: IEEE Transactions on Information Theory. - 0018-9448 .- 1557-9654. ; In Press
  • Journal article (peer-reviewed)
Abstract Subject headings
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  • 40 years ago, Conway and Sloane proposed using the highly symmetrical Coxeter–Todd lattice K 12 for quantization, and estimated its second moment. Since then, all published lists identify K 12 as the best 12-dimensional lattice quantizer. Surprisingly, K 12 is not optimal: we construct two new 12-dimensional lattices with lower normalized second moments. The new lattices are obtained by gluing together products of two 6-dimensional lattices.

Subject headings

NATURVETENSKAP  -- Matematik -- Sannolikhetsteori och statistik (hsv//swe)
NATURAL SCIENCES  -- Mathematics -- Probability Theory and Statistics (hsv//eng)

Keyword

Block codes
vector quantization
moment of inertia
glue vectors
Reflection
normalized second moment
Voronoi region
quantization constant
Generators
Physics
Lattices
Coxeter–Todd lattice
gluing theory
mean square error
product lattice
Symmetric matrices
Vectors
lattice theory
quantization error

Publication and Content Type

art (subject category)
ref (subject category)

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Agrell, Erik, 19 ...
Pook-Kolb, Danie ...
Allen, Bruce
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NATURAL SCIENCES
NATURAL SCIENCES
and Mathematics
and Probability Theo ...
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Chalmers University of Technology

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