# Normal basis

In mathematics, a normal basis in field theory is a special kind of basis for Galois extensions of finite degree, characterised as forming a single orbit for the Galois group. The normal basis theorem states that any finite Galois extension of fields has a normal basis. In algebraic number theory the study of the more refined question of the existence of a normal integral basis is part of Galois module theory.

In the case of finite fields, this means that each of the basis elements is related to any one of them by repeatedly applying the Frobenius pth power mapping, where p is the characteristic of the field. Let GF(q) be a finite field with q = pn elements, and GF(qm) be a field with qm elements, then the latter has an element β such that the m elements

${\displaystyle \left\{\beta ,\beta ^{q},\beta ^{q^{2}},\ldots ,\beta ^{q^{m-1}}\right\}}$

form a normal basis for GF(qm) over GF(q).

## Normal basis theorem

The classical normal basis theorem for finite fields can be stated as:[1]

Let F = GF(q) denote the finite field of q elements, and let K = GF(qm) denote the mth degree extension of F (where m ≥ 1). Then there exists an element βK such that (β, βq, βq2, ..., βqm−1) is a basis of K over F.

Since F is a finite field, it follows that q = pn for some prime number p and some integer n ≥ 1. It also follows that the next element in the sequence, namely βqm, is equal to the first, i.e. that βqm = β, which is the characterizing property of a normal basis.

## Usage

This basis is frequently used in cryptographic applications that are based on the discrete logarithm problem such as elliptic curve cryptography. The power consumption of a hardware implementation of normal basis arithmetic is typically less than that of other bases.

When representing elements as a binary string (e.g. in GF(23), the most significant bit represents β22 = β4, the middle bit represents β21 = β2, and the least significant bit represents β20 = β), we can square elements by doing a left circular shift (left shifting β4 would give β8, but since we are working in GF(23) this wraps around to β). This makes the normal basis especially attractive for cryptosystems that utilize frequent squaring.

## Primitive normal basis

A primitive normal basis of an extension of finite fields E/F is a normal basis for E/F that is generated by a primitive element of E. Lenstra and Schoof (1987) proved that every finite field extension possesses a primitive normal basis, the case when F is a prime field having been settled by Harold Davenport.

## Free elements

If E/F is a Galois extension with group G and x in E generates a normal basis then x is free in E/F. If x has the property that for every subgroup H of G, with fixed field H°, x is free for E/H°, then x is said to be completely free in E/F. Every Galois extension has a completely free element.[2]