Title :
Number of nearest neighbors in a Euclidean code
Author :
Zeger, Kenneth ; Gersho, Allen
Author_Institution :
Dept. of Electr. Eng., Illinois Univ., Urbana, IL, USA
fDate :
9/1/1994 12:00:00 AM
Abstract :
A Euclidean code is a finite set of points in n-dimensional Euclidean space ℛn. The total number of nearest neighbors of a given codepoint in the code is called its touching number. We show that the maximum number of codepoints Fn that can share the same nearest-neighbor codepoint is equal to the maximum kissing number τn in n dimensions, that is, the maximum number of unit spheres that can touch a given unit sphere without overlapping. We then apply a known upper bound on τn to obtain Fn⩽2n(0.401+o(1)), which improves upon the best known upper known upper bound of Fn⩽2n(1+o(1)). We also show that the average touching number T of all the points in a Euclidean code is upper bounded τn
Keywords :
codes; Euclidean code; Euclidean space; average touching number; codepoint; maximum kissing number; nearest neighbors; unit spheres; upper bound; Additive noise; Constellation diagram; Discrete cosine transforms; Discrete transforms; Eigenvalues and eigenfunctions; Equations; Gaussian channels; Karhunen-Loeve transforms; Nearest neighbor searches; Upper bound;
Journal_Title :
Information Theory, IEEE Transactions on