Some Remarks on Heisenberg Frames and Sets of Equiangular Lines

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New Zealand Journal of Mathematics

Vol. 36, (2007), Pages 113-137


Len Bos

Department of Mathematics and Statistics

University of Calgary

Calgary, Alberta

CANADA T2N1N4

mailto:lpbos@math.ucalgary.ca

Shayne Waldron

Department of Mathematics

University of Auckland

Private Bag 92019

Auckland

NEW ZEALAND

mailto:waldron@math.auckland.ac.nz




Abstract We consider the long standing problem of constructing d2 equiangular lines in Cd, i.e., finding a set of d2 unit vectors j) in Cd with

|{\langle\phi_j,\phi_k\rangle}|={\frac{1}{\sqrt{d+1}}}, \qquad j\ne k.

Such `equally spaced configurations' have appeared in various guises, e.g., as complex spherical 2-designs, equiangular tight frames, isometric embeddings \ell_2(d)\to\ell_4(d^2), and most recently as SICPOVMs in quantum measurement theory. Analytic solutions are known only for d = 2,3,4,5,6,8 and d = 7,19 (Appleby 2005). Recently, numerical solutions which are the orbit of a discrete Heisenberg group H have been constructed for d\le 45. We call these Heisenberg frames.

In this paper we study the normaliser of H, which we view as a group of symmetries of the equations that determine a Heisenberg frame. This allows us to simplify the equations for a Heisenberg frame, e.g., for d odd we have {1\over8}d^2+{7\over 8}$ real equations in the d coordinates of v and their complex conjugates. From these simplified equations we are able construct analytic solutions for d = 5,7, and make conjectures about the form of a solution. It is hoped that a general solution will come from such a simplified set of equations.

Keywords complex spherical 2-design, equiangular lines, equiangular tight frame, Grassmannian frame, Heisenberg frame, isometric embeddings, discrete Heisenberg group modulo d, SICPOVM (symmetric informationally--complete positive operator--valued measure)

Classification (MSC2000) Primary: 05B30, 42C15, 65D30, 81P15

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