Dataset Open Access

Footstep-Induced Floor Vibration Dataset In Different Deployment Environment

Yue Zhang; Zhizhang Hu; Shijia Pan


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{
  "description": "<p>Footstep-induced floor vibration sensing has been used in many smart home applications, such as elderly/patient care, health monitoring. However, impact by the deployment environment, the acquired dataset in the different environments might have different characteristics. We utilize structural vibration sensing to acquire the footstep-induced floor vibration dataset under different humans, wearing different shoes, and in different environments. We also utilize wearable accelerometer sensing to capture the footstep event activity as the ground truth of the vibration dataset.</p>\n\n<p>The name format of each variable is as: &quot;People ID_Environment ID_Sensor ID_Lane ID_Shoe ID&quot;. In this dataset, we have two human objects, eight environments, four sensors, three lanes, and three different shoes. You can find more details in our published paper.</p>\n\n<p>Each variable is a struct, and it contains four files: (1)&#39;vibration&#39;: the raw vibration data (2,3,4)&#39;IMU_X/Y/Z&#39;: the raw data of wearable accelerometer sensor.</p>\n\n<p>Currently, we have two papers published using this dataset [1,2].</p>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "University of California, Merced", 
      "@id": "https://orcid.org/0000-0002-9890-8935", 
      "@type": "Person", 
      "name": "Yue Zhang"
    }, 
    {
      "affiliation": "University of California, Merced", 
      "@id": "https://orcid.org/0000-0002-3226-2318", 
      "@type": "Person", 
      "name": "Zhizhang Hu"
    }, 
    {
      "affiliation": "University of California, Merced", 
      "@id": "https://orcid.org/0000-0002-3823-4406", 
      "@type": "Person", 
      "name": "Shijia Pan"
    }
  ], 
  "url": "https://zenodo.org/record/5571057", 
  "datePublished": "2021-10-14", 
  "keywords": [
    "Floor vibration sensing, Environment variation, Occupant identification."
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/248b0ed0-4f69-4810-91a6-8d0320a28549/data.mat", 
      "encodingFormat": "mat", 
      "@type": "DataDownload"
    }
  ], 
  "identifier": "https://doi.org/10.5281/zenodo.5571057", 
  "@id": "https://doi.org/10.5281/zenodo.5571057", 
  "@type": "Dataset", 
  "name": "Footstep-Induced Floor Vibration Dataset In Different Deployment Environment"
}
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