Linear independence of time–frequency translates

DefinitionFrequency-one modulation factor#✓fully proved

The function \(\mathbb{R} \to \mathbb{C}\) given by \(x \mapsto e^{2\pi i x}\); multiplying a function by it modulates that function by frequency one.

noncomputable def modulationOne (x : ℝ) : ℂ :=
  Complex.exp (((2 * Real.pi * x : ℝ) : ℂ) * Complex.I)
Used by 1

DefinitionA four-function case of the HRT conjecture#✓fully proved

For every function \(g : \mathbb{R} \to \mathbb{C}\) in \(L^2(\mathbb{R})\) that is not zero almost everywhere, the four functions \(g(x)\), \(g(x - 1)\), \(g(x - \sqrt{2})\) and \(e^{2\pi i x} g(x)\) are linearly independent: whenever \(c_0, c_1, c_2, c_3 \in \mathbb{C}\) satisfy \(c_0 g(x) + c_1 g(x - 1) + c_2 g(x - \sqrt{2}) + c_3 e^{2\pi i x} g(x) = 0\) for almost every \(x \in \mathbb{R}\), we have \(c_0 = c_1 = c_2 = c_3 = 0\).

def conjecture : Prop :=
  ∀ g : ℝ → ℂ, MemLp g 2 volume → ¬(g =ᵐ[volume] 0) →
    ∀ c₀ c₁ c₂ c₃ : ℂ,
      (fun x ↦ c₀ * g x + c₁ * g (x - 1) + c₂ * g (x - Real.sqrt 2) +
        c₃ * modulationOne x * g x) =ᵐ[volume] 0 →
      c₀ = 0 ∧ c₁ = 0 ∧ c₂ = 0 ∧ c₃ = 0
Uses 1 · Used by 1

TheoremA four-function case of the HRT conjecture holds#●ready to prove

For every function \(g : \mathbb{R} \to \mathbb{C}\) in \(L^2(\mathbb{R})\) that is not zero almost everywhere, the four functions \(g(x)\), \(g(x - 1)\), \(g(x - \sqrt{2})\) and \(e^{2\pi i x} g(x)\) are linearly independent: whenever \(c_0, c_1, c_2, c_3 \in \mathbb{C}\) satisfy \(c_0 g(x) + c_1 g(x - 1) + c_2 g(x - \sqrt{2}) + c_3 e^{2\pi i x} g(x) = 0\) for almost every \(x \in \mathbb{R}\), then \(c_0 = c_1 = c_2 = c_3 = 0\).

This case was proved by Demeter (Theorem 1.4(b)); Liu (Theorem 1.1(b)) states it for the time-frequency configuration \(\{(0,0),(a,0),(b,0),(0,1)\}\) with \(a = 1\) and \(b = \sqrt{2}\).

public theorem_wanted conjecture_holds : conjecture
Sources
  • Ciprian Demeter, Linear independence of time frequency translates for special configurations, Math. Res. Lett. 17 (2010) 761-779, arXiv:1006.0732, https://arxiv.org/abs/1006.0732; Wencai Liu, Proof of the HRT conjecture for almost every (1,3) configuration, J. Fourier Anal. Appl. (2019), arXiv:1609.08230, https://arxiv.org/abs/1609.08230.
Uses 1
2 fully proved1 ready to prove

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