Dataset Open Access

WWBS Metrics

Roberto Orselli

MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="">
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">sensorized garment</subfield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">WWBS metrics</subfield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">smart vest recordings</subfield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">ECG electrode monitoring</subfield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">respiration monitoring via piezoresistive sensor</subfield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">movement and posture monitoring</subfield>
  <controlfield tag="005">20200124192517.0</controlfield>
  <controlfield tag="001">2671608</controlfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Patras</subfield>
    <subfield code="4">col</subfield>
    <subfield code="a">John Ellul</subfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Materia Groupd Cyprus</subfield>
    <subfield code="4">col</subfield>
    <subfield code="a">Marina Polycarpou</subfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">INSERM France</subfield>
    <subfield code="4">col</subfield>
    <subfield code="a">Marina Kotsani</subfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Patras</subfield>
    <subfield code="4">cur</subfield>
    <subfield code="a">Evangelia I. Zacharaki</subfield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">1086722597</subfield>
    <subfield code="z">md5:10ff41bb8abe0084fbe993a9ed2b4840</subfield>
    <subfield code="u"> Metrics Datasets.rar</subfield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2019-05-07</subfield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">openaire_data</subfield>
    <subfield code="o"></subfield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">SMARTEX</subfield>
    <subfield code="a">Roberto Orselli</subfield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">WWBS Metrics</subfield>
  <datafield tag="536" ind1=" " ind2=" ">
    <subfield code="c">690140</subfield>
    <subfield code="a">Sensing and predictive treatment of frailty and associated co-morbidities using advanced personalized patient models and advanced interventions</subfield>
  <datafield tag="540" ind1=" " ind2=" ">
    <subfield code="u"></subfield>
    <subfield code="a">Creative Commons Attribution 4.0 International</subfield>
  <datafield tag="650" ind1="1" ind2="7">
    <subfield code="a">cc-by</subfield>
    <subfield code="2"></subfield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">&lt;p&gt;The dataset consists of recordings acquired from a sensorized WWBS smart-vest garment (developed by the project&amp;#39;s partner SMARTEX), which the older adults wear during their daily routine.&lt;/p&gt;

&lt;p&gt;The garment is equipped with electrodes for ECG monitoring, a piezoresistive sensor for respiration monitoring, and Inertial Measurement Units (IMUs) for movement and posture monitoring.&lt;/p&gt;

&lt;p&gt;Each recording consists of a series of channels, and each recording channel is a pair of [Timestamp, Value] columns.&lt;/p&gt;

&lt;p&gt;The full list of recording channels is described below:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;- Part_id&lt;/strong&gt;: User ID, a 4-digit number, serving as the file name for each user&amp;#39;s data&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;ECG&lt;/strong&gt;: Electric signal measuring the ECG (value: 0.8 mV - sampling rate: 250Hz)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;ECGquality&lt;/strong&gt;: ECG signal quality (value: 0-255 where 0=poor and 255=excellent - sampling rate: 1/5 sec)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;ECGHR&lt;/strong&gt;: Heart rate (value: Beats/minute - sampling rate: 1/5 sec)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;ECGRR&lt;/strong&gt;: R-R intervals (value: number of samples between R-R peaks - sampling rate:1/5 sec)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;ECGHRV&lt;/strong&gt;: Heart rate variability (value: ms - sampling rate: 1/60 sec)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;AccX-Y-Z&lt;/strong&gt;: Accelerometer in X-Y-Z axes (value: 0.97 10-3 g - sampling rate: 25 Hz)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;GyroX-Y-Z&lt;/strong&gt;: Gyroscope in X-Y-Z axes (value: 0.122 &amp;deg;/s - sampling rate: 25 Hz)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;MagX-Y-Z&lt;/strong&gt;: Magnetometer in X-Y-Z axes (value: 0.6 &amp;micro;T - sampling rate: 25 Hz)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;RespPiezo&lt;/strong&gt;: Electric signal measuring the chest pressure on the piezoelectric point (value: 0.8 mV - sampling rate: 25 Hz)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;RespQuality&lt;/strong&gt;: Respiration signal quality (value: 0-255 where 0=poor and 255=excellent - sampling rate: 1/5 sec)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;BR&lt;/strong&gt;: Breathing rate (value: Breaths/minute - sampling rate: 1/5 sec)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;BA&lt;/strong&gt;: Breathing Amplitude (value: logic levels - sampling rate: 1/15 sec)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;Activityenergy&lt;/strong&gt;: estimation of energy activity (value: estimation where 0=no activity and 255=max of activity - sampling rate: 1/5 sec)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;Activityclass&lt;/strong&gt;: Activity performed (value: 0-4 where 0=other, 1=lying, 2=standing/sitting, 3=walking and 4=running - sampling rate: 1/5 sec)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;Activity1Pace&lt;/strong&gt;: Step period (value: ms- sampling rate: 1 Hz)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;ActivityPace&lt;/strong&gt;: Pace (value: steps/min - sampling rate: 1/5 sec)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;Q0-Q1-Q2-Q3&lt;/strong&gt;: Quaternions from main electronic device, i.e. Q0, Q1, Q2, Q3 components (value: Q14 format - sampling rate: 25 Hz)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;QEL0-QEL1-QEL2-QEL3&lt;/strong&gt;: Quaternions from external left arm device, i.e. Q0, Q1, Q2, Q3 components (value: Q14 format - sampling rate: 25 Hz)&lt;/p&gt;

&lt;p&gt;- &lt;strong&gt;QER0-QER1-QER2-QER3&lt;/strong&gt;: Quaternions from external right arm device, i.e. Q0, Q1, Q2, Q3 components (value: Q14 format - sampling rate: 25 Hz)&lt;/p&gt;</subfield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="a">10.5281/zenodo.2671607</subfield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.2671608</subfield>
    <subfield code="2">doi</subfield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">dataset</subfield>
All versions This version
Views 312312
Downloads 5454
Data volume 58.7 GB58.7 GB
Unique views 272272
Unique downloads 4242


Cite as