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Raw data used to investigate the use of Wi-Fi signals to monitor human respiratory motion.

Data provided by  National Institute of Standards and Technology

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.2022.3230003Each 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.

About this Dataset

Updated: 2024-02-22
Metadata Last Updated: 2023-01-13 00:00:00
Date Created: N/A
Views:
Data Provided by:
Channel state information
Dataset Owner: N/A

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Table representation of structured data
Title Raw data used to investigate the use of Wi-Fi signals to monitor human respiratory motion.
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.2022.3230003Each 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.
Modified 2023-01-13 00:00:00
Publisher Name National Institute of Standards and Technology
Contact mailto:[email protected]
Keywords Channel state information , deep learning , LSTM , MIMO-OFDM , respiration monitoring , respiratory motion classification , Wi-Fi 
{
    "identifier": "ark:\/88434\/mds2-2963",
    "accessLevel": "public",
    "references": [
        "https:\/\/ieeexplore.ieee.org\/document\/9989347"
    ],
    "contactPoint": {
        "hasEmail": "mailto:[email protected]",
        "fn": "Jason Coder"
    },
    "programCode": [
        "006:045"
    ],
    "@type": "dcat:Dataset",
    "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.2022.3230003Each 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.",
    "language": [
        "en"
    ],
    "title": "Raw data used to investigate the use of Wi-Fi signals to monitor human respiratory motion.",
    "distribution": [
        {
            "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"
        },
        {
            "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-2963\/ReadMe%20v2.docx",
            "format": "Microsoft Word file",
            "description": "File describing the data format, parameters, and file structure.",
            "mediaType": "application\/vnd.openxmlformats-officedocument.wordprocessingml.document",
            "title": "README file"
        },
        {
            "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/ark:\/88434\/mds2-2963\/BreatheSmartv2.zip",
            "format": "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.",
            "mediaType": "application\/zip",
            "title": "Data from Figures"
        }
    ],
    "license": "https:\/\/www.nist.gov\/open\/license",
    "bureauCode": [
        "006:55"
    ],
    "modified": "2023-01-13 00:00:00",
    "publisher": {
        "@type": "org:Organization",
        "name": "National Institute of Standards and Technology"
    },
    "accrualPeriodicity": "irregular",
    "theme": [
        "Health:Clinical diagnostics",
        "Advanced Communications:Wireless (RF)"
    ],
    "issued": "2023-09-27",
    "keyword": [
        "Channel state information",
        "deep learning",
        "LSTM",
        "MIMO-OFDM",
        "respiration monitoring",
        "respiratory motion classification",
        "Wi-Fi"
    ]
}

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