{
  "aliases": null,
  "backlinks": null,
  "body": "\n## Definition\n\nLet $\\psi \\in L^2(\\R)$ (see [[Lp space|SASP14MA1Z]]), and let $\\hat\\psi(\\xi) = \\int_\\R \\psi(t) e^{-2\\pi i t \\xi} \\, dt$ be its [[Fourier transform|DPVM34ADZV]].\nThe function $\\psi$ satisfies the *admissibility condition*, and is called an *admissible wavelet*, if\n$$C_\\psi = \\int_\\R \\frac{\\abs{\\hat\\psi(\\xi)}^2}{\\abs{\\xi}} \\, d\\xi \u003c \\infty.$$\n\n## Remarks\n\nIf $\\psi$ is also in $L^1(\\R)$, then $\\hat\\psi$ is continuous, and admissibility implies $\\hat\\psi(0) = \\int_\\R \\psi(t) \\, dt = 0$.\nConversely, if $\\int_\\R (1 + \\abs{t}) \\abs{\\psi(t)} \\, dt \u003c \\infty$ and $\\int_\\R \\psi = 0$, then $\\hat\\psi$ is Lipschitz with $\\hat\\psi(0) = 0$, and $\\psi$ is admissible.\nThe constant $C_\\psi$ is the factor in Calderón's identity for the continuous wavelet transform.\n\nExample: the Mexican hat $\\psi(t) = (1 - t^2) e^{-t^2/2}$ is admissible.\nIt decays fast and $\\int_\\R \\psi = \\int_\\R e^{-t^2/2} \\, dt - \\int_\\R t^2 e^{-t^2/2} \\, dt = \\sqrt{2\\pi} - \\sqrt{2\\pi} = 0$, so the converse criterion applies.\n\nNon-example: the Gaussian $\\psi(t) = e^{-\\pi t^2}$ has $\\hat\\psi(\\xi) = e^{-\\pi \\xi^2}$.\nNear $\\xi = 0$ the integrand behaves like $1/\\abs{\\xi}$, which is not integrable, so $C_\\psi = \\infty$.\n",
  "commit": "ff8a40749dc16545e3d2fc637f6b0196e81d0bfa",
  "front": {
    "defines": "2BBB8NY5ZA",
    "kind": "definition",
    "msc": [
      "42C40",
      "42A38"
    ],
    "name": "Admissibility condition for wavelets",
    "sources": [
      {
        "url": "https://en.wikipedia.org/wiki/Continuous_wavelet_transform"
      }
    ],
    "tag": "P270MSQ0SZ",
    "uses": [
      "SASP14MA1Z",
      "DPVM34ADZV"
    ]
  },
  "kind": "definition",
  "link": "https://tamnd.github.io/math2/node/P270MSQ0SZ/",
  "links": [
    {
      "field": "defines",
      "target": "2BBB8NY5ZA"
    },
    {
      "field": "uses",
      "target": "SASP14MA1Z"
    },
    {
      "field": "uses",
      "target": "DPVM34ADZV"
    }
  ],
  "markdown": "https://tamnd.github.io/math2/node/P270MSQ0SZ.md",
  "msc": [
    "42C40",
    "42A38"
  ],
  "name": "Admissibility condition for wavelets",
  "prov": null,
  "role": "",
  "source": "https://github.com/tamnd/math2/blob/main/nodes/P27/P270MSQ0SZ.md",
  "status": null,
  "tag": "P270MSQ0SZ",
  "uri": "m2://P270MSQ0SZ",
  "url": "https://tamnd.github.io/math2/wiki/admissibility-condition-for-wavelets-definition/",
  "writing": {
    "tag": "P270MSQ0SZ",
    "kind": "definition",
    "level": "W0",
    "next": [
      {
        "what": "an inventory row",
        "note": "the row of the inventory that the node accounts for",
        "have": 0,
        "want": 1
      },
      {
        "what": "a source with a locator",
        "have": 0,
        "want": 1
      }
    ]
  }
}
