{
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  "ediid": "ark:/88434/mds2-2963",
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  "doi": "doi:10.18434/mds2-2963",
  "title": "Raw data used to investigate the use of Wi-Fi signals to monitor human respiratory motion.",
  "contactPoint": {
    "fn": "Jason Coder",
    "hasEmail": "mailto:jason.coder@nist.gov"
  },
  "modified": "2023-01-13",
  "status": "available",
  "landingPage": "https://data.nist.gov/od/id/mds2-2963",
  "description": [
    "Raw data used to investigate the use of Wi-Fi signals to monitor human respiratory motion. Data are from an anatomically correct breathing manikin. These data have been published in \"Monitoring Respiratory Motion With Wi-Fi CSI: Characterizing Performance and the BreatheSmart Algorithm,\" DOI: 10.1109/ACCESS.2022.3230003",
    "Each figure from the publication is broken up into its own folder. Within each folder, the raw real/imaginary data from the Wi-Fi channel state information frames can be found. This can be used to recreate the figures from the publication, or to test different processing algorithms of interest to the user.",
    "A README file is available within the data set with additional guidance."
  ],
  "keyword": [
    "Channel state information",
    "deep learning",
    "LSTM",
    "MIMO-OFDM",
    "respiration monitoring",
    "respiratory motion classification",
    "Wi-Fi"
  ],
  "topic": [
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      "@type": "Concept",
      "scheme": "https://data.nist.gov/od/dm/nist-themes/v1.1",
      "tag": "Health: Clinical diagnostics"
    },
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      "@type": "Concept",
      "scheme": "https://data.nist.gov/od/dm/nist-themes/v1.1",
      "tag": "Advanced Communications: Wireless (RF)"
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  "license": "https://www.nist.gov/open/license",
  "publisher": {
    "name": "National Institute of Standards and Technology",
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  "language": [
    "en"
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  "bureauCode": [
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  "programCode": [
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  "theme": [
    "Health: Clinical diagnostics",
    "Advanced Communications: Wireless (RF)"
  ],
  "components": [
    {
      "accessURL": "https://doi.org/10.18434/mds2-2963",
      "title": "DOI for Raw data used to investigate the use of Wi-Fi signals to monitor human respiratory motion",
      "@type": [
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      "@id": "#doi:10.18434/mds2-2963"
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      "filepath": "ReadMe v2.docx",
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2963/ReadMe%20v2.docx",
      "mediaType": "application/vnd.openxmlformats-officedocument.wordprocessingml.document",
      "format": {
        "description": "Microsoft Word file"
      },
      "description": "File describing the data format, parameters, and file structure. ",
      "title": "README file",
      "size": 148376,
      "checksum": {
        "hash": "8339752fc73850c433494223f90dc9b72e5b7f152ba57028c7e8dc30c901d25d",
        "algorithm": {
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    {
      "@id": "cmps/BreatheSmartv2.zip",
      "@type": [
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        "nrdp:DownloadableFile",
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      ],
      "_extensionSchemas": [
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      "filepath": "BreatheSmartv2.zip",
      "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2963/BreatheSmartv2.zip",
      "mediaType": "application/zip",
      "format": {
        "description": "Data are in comma separated variable format"
      },
      "description": "Data for each of the figures presented in the subject publication showing the detection of respiratory motion with Wi-Fi channel state information.",
      "title": "Data from Figures",
      "size": 212364941,
      "checksum": {
        "hash": "512eca8a0c5994b0e95bbebffb2ad3cebcf963fc56ebc785533a10f73e35798f",
        "algorithm": {
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          "@type": "Thing"
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  "_editStatus": "done",
  "references": [
    {
      "@type": [
        "npg:Document"
      ],
      "@id": "#ref:10.1109/ACCESS.2022.3230003",
      "refType": "IsSupplementTo",
      "location": "https://doi.org/10.1109/ACCESS.2022.3230003",
      "_extensionSchemas": [
        "https://data.nist.gov/od/dm/nerdm-schema/bib/v0.7#/definitions/DCiteReference"
      ],
      "title": "Monitoring Respiratory Motion With Wi-Fi CSI: Characterizing Performance and the BreatheSmart Algorithm",
      "issued": "2022",
      "citation": "Mosleh, S., Coder, J. B., Scully, C. G., Forsyth, K., & Kalaa, M. O. A. (2022). Monitoring Respiratory Motion With Wi-Fi CSI: Characterizing Performance and the BreatheSmart Algorithm. IEEE Access, 10, 131932\u00e2\u0080\u0093131951. https://doi.org/10.1109/access.2022.3230003\n"
    }
  ],
  "authors": [
    {
      "familyName": "Coder",
      "fn": "Jason  Coder",
      "givenName": "Jason",
      "middleName": "",
      "affiliation": [
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          "title": "National Institute of Standards and Technology",
          "@type": "org:Organization",
          "@id": "ror:05xpvk416"
        }
      ],
      "orcid": "0000-0003-0408-4400",
      "@type": "foaf:Person"
    },
    {
      "familyName": "Mosleh",
      "fn": "Susanna  Mosleh",
      "givenName": "Susanna",
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      "affiliation": [
        {
          "title": "National Institute of Standards and Technology",
          "@type": "org:Organization",
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      ],
      "orcid": "0000-0003-3813-4971",
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      "fn": "M. Keith  Forsyth",
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          "title": "National Institute of Standards and Technology",
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    },
    {
      "familyName": "Scully",
      "fn": "Christopher  Scully",
      "givenName": "Christopher",
      "middleName": "",
      "affiliation": [
        {
          "title": "Foo",
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      ],
      "orcid": "0000-0001-8244-0832",
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    },
    {
      "familyName": "Al Kalaa",
      "fn": "Mohamad Omar Al Kalaa",
      "givenName": "Mohamad",
      "middleName": "Omar",
      "affiliation": [
        {
          "title": "Food",
          "@type": "org:Organization"
        }
      ],
      "orcid": "0000-0001-7435-4870",
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    }
  ],
  "annotated": "2023-10-06T19:16:42.393440",
  "revised": "2023-10-06T19:16:42.393440",
  "issued": null,
  "firstIssued": "2023-10-06T19:16:42.393440"
}