Quantization for uniform distributions on equilateral triangles
Information Theory
2017-02-16 v9 math.IT
Abstract
We approximate the uniform measure on an equilateral triangle by a measure supported on points. We find the optimal sets of points (-means) and corresponding approximation (quantization) error for , give numerical optimization results for , and a bound on the quantization error for . The equilateral triangle has particularly efficient quantizations due to its connection with the triangular lattice. Our methods can be applied to the uniform distributions on general sets with piecewise smooth boundaries.
Cite
@article{arxiv.1508.00498,
title = {Quantization for uniform distributions on equilateral triangles},
author = {Carl P. Dettmann and Mrinal Kanti Roychowdhury},
journal= {arXiv preprint arXiv:1508.00498},
year = {2017}
}