<p>To overcome the impossibility of representing the energy of a signal simultaneously in time and frequency, many time–frequency representations have been introduced in the literature. Some of these are recalled in the Introduction. In this work, we propose a unified approach to the previous theory by means of metaplectic Wigner distributions <InlineEquation ID="IEq1"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="41_2024_10142_Article_IEq1.gif" Format="GIF" Height="16" Rendition="HTML" Resolution="72" Type="Linedraw" Width="29" /> </InlineMediaObject> <EquationSource Format="TEX">\(W_\mathcal {A}\)</EquationSource> <EquationSource Format="MATHML"><math> <msub> <mi>W</mi> <mi mathvariant="script">A</mi> </msub> </math></EquationSource> </InlineEquation>, with <InlineEquation ID="IEq2"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="41_2024_10142_Article_IEq2.gif" Format="GIF" Height="14" Rendition="HTML" Resolution="72" Type="Linedraw" Width="18" /> </InlineMediaObject> <EquationSource Format="TEX">\(\mathcal {A}\)</EquationSource> <EquationSource Format="MATHML"><math> <mi mathvariant="script">A</mi> </math></EquationSource> </InlineEquation> a symplectic matrix in <InlineEquation ID="IEq3"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="41_2024_10142_Article_IEq3.gif" Format="GIF" Height="19" Rendition="HTML" Resolution="72" Type="Linedraw" Width="68" /> </InlineMediaObject> <EquationSource Format="TEX">\(Sp(2d,\mathbb {R})\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>S</mi> <mi>p</mi> <mo stretchy="false">(</mo> <mn>2</mn> <mi>d</mi> <mo>,</mo> <mi mathvariant="double-struck">R</mi> <mo stretchy="false">)</mo> </mrow> </math></EquationSource> </InlineEquation>, which were introduced by Cordero and Rodino (Appl Comput Harmon Anal 58:85–123, 2022) and then widely studied in subsequent papers. Namely, the short-time Fourier transform and the most popular members of Cohen’s class can be represented via metaplectic Wigner distributions. In particular, we introduce <InlineEquation ID="IEq4"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="41_2024_10142_Article_IEq4.gif" Format="GIF" Height="14" Rendition="HTML" Resolution="72" Type="Linedraw" Width="18" /> </InlineMediaObject> <EquationSource Format="TEX">\(\mathcal {A}\)</EquationSource> <EquationSource Format="MATHML"><math> <mi mathvariant="script">A</mi> </math></EquationSource> </InlineEquation>-metaplectic spectrograms, which contain the classical ones and their variations arising from the <InlineEquation ID="IEq5"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="41_2024_10142_Article_IEq5.gif" Format="GIF" Height="10" Rendition="HTML" Resolution="72" Type="Linedraw" Width="11" /> </InlineMediaObject> <EquationSource Format="TEX">\(\tau \)</EquationSource> <EquationSource Format="MATHML"><math> <mi>τ</mi> </math></EquationSource> </InlineEquation>-Wigner distributions of Boggiatto et al. (Trans Am Math Soc 362(9):4955–4981, 2010). We provide a complete characterization of those <InlineEquation ID="IEq6"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="41_2024_10142_Article_IEq6.gif" Format="GIF" Height="14" Rendition="HTML" Resolution="72" Type="Linedraw" Width="18" /> </InlineMediaObject> <EquationSource Format="TEX">\(\mathcal {A}\)</EquationSource> <EquationSource Format="MATHML"><math> <mi mathvariant="script">A</mi> </math></EquationSource> </InlineEquation>-Wigner distributions which give rise to generalized spectrograms. This characterization is related to the block decomposition of the symplectic matrix <InlineEquation ID="IEq7"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="41_2024_10142_Article_IEq7.gif" Format="GIF" Height="14" Rendition="HTML" Resolution="72" Type="Linedraw" Width="18" /> </InlineMediaObject> <EquationSource Format="TEX">\(\mathcal {A}\)</EquationSource> <EquationSource Format="MATHML"><math> <mi mathvariant="script">A</mi> </math></EquationSource> </InlineEquation>. Moreover, a characterization of the <InlineEquation ID="IEq8"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="41_2024_10142_Article_IEq8.gif" Format="GIF" Height="14" Rendition="HTML" Resolution="72" Type="Linedraw" Width="20" /> </InlineMediaObject> <EquationSource Format="TEX">\(L^p\)</EquationSource> <EquationSource Format="MATHML"><math> <msup> <mi>L</mi> <mi>p</mi> </msup> </math></EquationSource> </InlineEquation>-boundedness of both <InlineEquation ID="IEq9"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="41_2024_10142_Article_IEq9.gif" Format="GIF" Height="14" Rendition="HTML" Resolution="72" Type="Linedraw" Width="18" /> </InlineMediaObject> <EquationSource Format="TEX">\(\mathcal {A}\)</EquationSource> <EquationSource Format="MATHML"><math> <mi mathvariant="script">A</mi> </math></EquationSource> </InlineEquation>-Wigner distributions and related metaplectic pseudodifferential operators is provided.</p>

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A Unified Approach to Time–Frequency Representations and Generalized Spectrograms

  • Elena Cordero,
  • Gianluca Giacchi,
  • Luigi Rodino

摘要

To overcome the impossibility of representing the energy of a signal simultaneously in time and frequency, many time–frequency representations have been introduced in the literature. Some of these are recalled in the Introduction. In this work, we propose a unified approach to the previous theory by means of metaplectic Wigner distributions \(W_\mathcal {A}\) W A , with \(\mathcal {A}\) A a symplectic matrix in \(Sp(2d,\mathbb {R})\) S p ( 2 d , R ) , which were introduced by Cordero and Rodino (Appl Comput Harmon Anal 58:85–123, 2022) and then widely studied in subsequent papers. Namely, the short-time Fourier transform and the most popular members of Cohen’s class can be represented via metaplectic Wigner distributions. In particular, we introduce \(\mathcal {A}\) A -metaplectic spectrograms, which contain the classical ones and their variations arising from the \(\tau \) τ -Wigner distributions of Boggiatto et al. (Trans Am Math Soc 362(9):4955–4981, 2010). We provide a complete characterization of those \(\mathcal {A}\) A -Wigner distributions which give rise to generalized spectrograms. This characterization is related to the block decomposition of the symplectic matrix \(\mathcal {A}\) A . Moreover, a characterization of the \(L^p\) L p -boundedness of both \(\mathcal {A}\) A -Wigner distributions and related metaplectic pseudodifferential operators is provided.