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Barnes–Wall lattice

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The projection of the 4320 shortest vectors of Barnes Wall lattice
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In mathematics, the Barnes–Wall lattice Λ16, discovered by Eric Stephen Barnes and G. E. (Tim) Wall (Barnes & Wall (1959)), is the 16-dimensional positive-definite even integral lattice of discriminant 2 with no norm-2 vectors. It is the sublattice of the Leech lattice fixed by a certain automorphism of order 2, and is analogous to the Coxeter–Todd lattice.

The automorphism group of the Barnes–Wall lattice has order 89181388800 = 2 3 5 7 and has structure 2 PSO8(F2). There are 4320 vectors of norm 4 in the Barnes–Wall lattice (the shortest nonzero vectors in this lattice).

The genus of the Barnes–Wall lattice was described by Scharlau & Venkov (1994) and contains 24 lattices; all the elements other than the Barnes–Wall lattice have root system of maximal rank 16.

The Barnes–Wall lattice is described in detail in (Conway & Sloane 1999, section 4.10).

The projection of the 4320 lattice points without lines

While Λ16 is often referred to as the Barnes-Wall lattice, their original article in fact construct a family of lattices of increasing dimension n=2 for any integer k, and increasing normalized minimal distance, namely n. This is to be compared to the normalized minimal distance of 1 for the trivial lattice Z n {\displaystyle \mathbb {Z} ^{n}} , and an upper bound of 2 Γ ( n 2 + 1 ) 1 / n / π = 2 n π e + o ( n ) {\displaystyle 2\cdot \Gamma \left({\frac {n}{2}}+1\right)^{1/n}{\big /}{\sqrt {\pi }}={\sqrt {\frac {2n}{\pi e}}}+o({\sqrt {n}})} given by Minkowski's theorem applied to Euclidean balls. Interestingly, this family comes with a polynomial time decoding algorithm by Micciancio & Nicolesi (2008).

Generating matrix

The generator matrix for the Barnes-Wall Lattice Λ 16 {\displaystyle \Lambda _{16}} is given by the following matrix:

1 2 ( 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 2 0 0 0 0 0 2 0 0 0 2 0 2 0 0 0 0 2 0 0 0 0 2 0 0 0 2 0 0 2 0 0 0 0 2 0 0 0 2 0 0 0 2 0 0 0 2 0 0 0 0 2 0 0 2 0 0 0 0 0 2 2 0 0 0 0 0 0 2 0 2 0 0 0 0 0 2 0 2 0 0 0 0 0 0 2 2 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 2 2 0 0 0 0 0 0 0 0 0 0 2 0 2 0 2 0 2 0 0 0 0 0 0 0 0 0 0 2 2 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 ) {\displaystyle {\frac {1}{2}}\left({\begin{array}{cccccccccccccccc}1&1&1&1&1&1&1&1&1&1&1&1&1&1&1&1\\0&2&0&0&0&0&0&2&0&0&0&2&0&2&0&0\\0&0&2&0&0&0&0&2&0&0&0&2&0&0&2&0\\0&0&0&2&0&0&0&2&0&0&0&2&0&0&0&2\\0&0&0&0&2&0&0&2&0&0&0&0&0&2&2&0\\0&0&0&0&0&2&0&2&0&0&0&0&0&2&0&2\\0&0&0&0&0&0&2&2&0&0&0&0&0&0&2&2\\0&0&0&0&0&0&0&4&0&0&0&0&0&0&0&0\\0&0&0&0&0&0&0&0&2&0&0&2&0&2&2&0\\0&0&0&0&0&0&0&0&0&2&0&2&0&2&0&2\\0&0&0&0&0&0&0&0&0&0&2&2&0&0&2&2\\0&0&0&0&0&0&0&0&0&0&0&4&0&0&0&0\\0&0&0&0&0&0&0&0&0&0&0&0&2&2&2&2\\0&0&0&0&0&0&0&0&0&0&0&0&0&4&0&0\\0&0&0&0&0&0&0&0&0&0&0&0&0&0&4&0\\0&0&0&0&0&0&0&0&0&0&0&0&0&0&0&4\end{array}}\right)}

The lattice spanned by the following matrix is isomorphic to the above,

1 2 ( 1 0 0 0 0 1 0 1 0 0 1 1 0 1 1 1 0 1 0 0 0 1 1 1 1 0 1 0 1 1 0 0 0 0 1 0 0 0 1 1 1 1 0 1 0 1 1 0 0 0 0 1 0 1 0 0 1 1 0 1 1 1 0 1 0 0 0 0 1 0 1 0 0 1 1 0 1 1 1 1 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 ) {\displaystyle {\frac {1}{2}}\left({\begin{array}{cccccccccccccccc}1&0&0&0&0&1&0&1&0&0&1&1&0&1&1&1\\0&1&0&0&0&1&1&1&1&0&1&0&1&1&0&0\\0&0&1&0&0&0&1&1&1&1&0&1&0&1&1&0\\0&0&0&1&0&1&0&0&1&1&0&1&1&1&0&1\\0&0&0&0&1&0&1&0&0&1&1&0&1&1&1&1\\0&0&0&0&0&2&0&0&0&0&0&0&0&0&0&2\\0&0&0&0&0&0&2&0&0&0&0&0&0&0&0&2\\0&0&0&0&0&0&0&2&0&0&0&0&0&0&0&2\\0&0&0&0&0&0&0&0&2&0&0&0&0&0&0&2\\0&0&0&0&0&0&0&0&0&2&0&0&0&0&0&2\\0&0&0&0&0&0&0&0&0&0&2&0&0&0&0&2\\0&0&0&0&0&0&0&0&0&0&0&2&0&0&0&2\\0&0&0&0&0&0&0&0&0&0&0&0&2&0&0&2\\0&0&0&0&0&0&0&0&0&0&0&0&0&2&0&2\\0&0&0&0&0&0&0&0&0&0&0&0&0&0&2&2\\0&0&0&0&0&0&0&0&0&0&0&0&0&0&0&4\\\end{array}}\right)}

Lattice theta function

The lattice theta function for the Barnes Wall lattice Λ 16 {\displaystyle \Lambda _{16}} is known as

Θ Λ Barnes-Wall  ( z ) = 1 / 2 { θ 2 ( q ) 16 + θ 3 ( q ) 16 + θ 4 ( q 2 ) 16 + 30 θ 2 ( q ) 8 θ 3 ( q ) 8 } = 1 + 4320 q 2 + 61440 q 3 + {\displaystyle {\begin{aligned}\Theta _{\Lambda _{\text{Barnes-Wall }}}(z)&=1/2\left\{\theta _{2}\left(q\right)^{16}+\theta _{3}\left(q\right)^{16}+\theta _{4}\left(q^{2}\right)^{16}+30\theta _{2}\left(q\right)^{8}\theta _{3}\left(q\right)^{8}\right\}\\&=1+4320q^{2}+61440q^{3}+\cdots \end{aligned}}}

where the thetas are Jacobi theta functions.

θ 2 ( q ) = n = q ( m + 1 / 2 ) 2 θ 3 ( q ) = n = q m 2 θ 4 ( q ) = n = ( q ) m 2 {\displaystyle {\begin{aligned}&\theta _{2}(q)=\sum _{n=-\infty }^{\infty }q^{(m+1/2)^{2}}\\&\theta _{3}(q)=\sum _{n=-\infty }^{\infty }q^{m^{2}}\\&\theta _{4}(q)=\sum _{n=-\infty }^{\infty }(-q)^{m^{2}}\end{aligned}}}

Note that the lattice theta functions for D 4 {\displaystyle D_{4}} , E 8 {\displaystyle E_{8}} are

Θ D 4 ( q ) = 2 E 2 ( q 2 ) E 2 ( q ) = 1 + 24 q + 24 q 2 + 96 q 3 + 24 q 4 + 144 q 5 + {\displaystyle \Theta _{D_{4}}(q)=2E_{2}\left(q^{2}\right)-E_{2}(q)=1+24q+24q^{2}+96q^{3}+24q^{4}+144q^{5}+\ldots }

Θ E 8 ( z ) = 1 2 ( θ 2 ( q ) 8 + θ 3 ( q ) 8 + θ 4 ( q ) 8 ) = θ 2 ( q 2 ) 8 + 14 θ 2 ( q 2 ) 4 θ 3 ( q 2 ) 4 + θ 3 ( q 2 ) 8 = 1 + 240 q 2 + 2160 q 4 + 6720 q 6 + 17520 q 8 + {\displaystyle {\begin{aligned}\Theta _{E_{8}}(z)&={\frac {1}{2}}\left(\theta _{2}(q)^{8}+\theta _{3}(q)^{8}+\theta _{4}(q)^{8}\right)\\&=\theta _{2}\left(q^{2}\right)^{8}+14\theta _{2}\left(q^{2}\right)^{4}\theta _{3}\left(q^{2}\right)^{4}+\theta _{3}\left(q^{2}\right)^{8}\\&=1+240q^{2}+2160q^{4}+6720q^{6}+17520q^{8}+\cdots \end{aligned}}}

where E 2 ( q ) = 1 24 n σ 1 ( n ) q n {\displaystyle E_{2}(q)=1-24\sum _{n}\sigma _{1}(n)q^{n}}

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