The finite-field Bogolyubov lemma states that if has density , then contains a subspace of codimension at most .
Use normalized Fourier analysis on a finite abelian group and put . Define
By Parseval identity,
so . Let
Then is a subspace of codimension at most .
The normalized representation function of is
where . For , all terms indexed by are nonnegative real numbers, while
The trivial character alone contributes , so . Hence , proving the Finite-field Bogolyubov lemma.

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