A Wearable Electrostatic Sensor for Human Activity Monitoring

Human activity monitoring based on wearable sensors is important in a wide range of biomedical and healthcare applications. Existing wearable sensors using a single unit cannot capture the movements of all body segments. This paper presents a novel wearable electrostatic sensor that can detect limb...

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Published inIEEE transactions on instrumentation and measurement Vol. 71; p. 1
Main Authors Hu, Yonghui, Yan, Yong
Format Journal Article
LanguageEnglish
Published New York IEEE 2022
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Online AccessGet full text
ISSN0018-9456
1557-9662
DOI10.1109/TIM.2022.3214295

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Abstract Human activity monitoring based on wearable sensors is important in a wide range of biomedical and healthcare applications. Existing wearable sensors using a single unit cannot capture the movements of all body segments. This paper presents a novel wearable electrostatic sensor that can detect limb and torso movements during routine daily activities from any location on the body. Because the electric potential of the human body varies during movements, the sensor measures the potential difference between the body and the electrode for motion sensing. A charge amplifier converts the induced charge on the electrode into a voltage signal, which is further amplified, filtered, digitalized and transmitted via ZigBee. Experimental assessment was carried out by collecting sensor signals from three locations simultaneously while the subject performing different movements. The capability of the sensor to capture limb and torso movements from any location is validated. The characteristics of the sensor are quantified by correlating the sensor signal to simple and cyclic movements. It is found that the sensor signal depends on the sensor's mounting location on the body, the type of activity and various factors.
AbstractList Human activity monitoring based on wearable sensors is important in a wide range of biomedical and healthcare applications. Existing wearable sensors using a single unit cannot capture the movements of all body segments. This article presents a novel wearable electrostatic sensor that can detect limb and torso movements during routine daily activities from any location on the body. Because the electric potential of the human body varies during movements, the sensor measures the potential difference between the body and the electrode for motion sensing. A charge amplifier converts the induced charge on the electrode into a voltage signal, which is further amplified, filtered, digitalized, and transmitted via ZigBee. The experimental assessment was carried out by collecting sensor signals from three locations simultaneously while the subject performed different movements. The capability of the sensor to capture limb and torso movements from any location is validated. The characteristics of the sensor are quantified by correlating the sensor signal to simple and cyclic movements. It is found that the sensor signal depends on the sensor’s mounting location on the body, the type of activity, and various factors.
Human activity monitoring based on wearable sensors is important in a wide range of biomedical and healthcare applications. Existing wearable sensors using a single unit cannot capture the movements of all body segments. This paper presents a novel wearable electrostatic sensor that can detect limb and torso movements during routine daily activities from any location on the body. Because the electric potential of the human body varies during movements, the sensor measures the potential difference between the body and the electrode for motion sensing. A charge amplifier converts the induced charge on the electrode into a voltage signal, which is further amplified, filtered, digitalized and transmitted via ZigBee. Experimental assessment was carried out by collecting sensor signals from three locations simultaneously while the subject performing different movements. The capability of the sensor to capture limb and torso movements from any location is validated. The characteristics of the sensor are quantified by correlating the sensor signal to simple and cyclic movements. It is found that the sensor signal depends on the sensor's mounting location on the body, the type of activity and various factors.
Author Yan, Yong
Hu, Yonghui
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Cites_doi 10.1108/SR-05-2021-0150
10.1109/JSEN.2020.3019016
10.1109/TIM.2018.2890319
10.1038/s41467-019-09461-x
10.1002/adfm.201907893
10.1109/JSEN.2019.2921379
10.1109/TBME.2018.2871638
10.1145/2906388.2906402
10.1016/j.elstat.2005.04.002
10.1002/adfm.202008936
10.1109/JSEN.2016.2530159
10.1007/s12652-017-0668-0
10.1016/j.measurement.2020.108740
10.1109/JSEN.2016.2519392
10.1109/TII.2020.3041618
10.1016/j.measurement.2020.108506
10.1080/17434440.2021.1988849
10.1145/2370216.2370233
10.1088/0957-0233/23/11/115101
10.1016/j.sintl.2021.100121
10.1109/ACCESS.2019.2943495
10.14257/ijmue.2014.9.2.13
10.3390/s18061737
10.1109/TIM.2022.3198756
10.1016/j.mee.2019.111054
10.1109/TIE.2017.2696507
10.1109/jsen.2020.2976554
10.1145/2968219.2968286
10.1109/TII.2016.2585643
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References ref13
ref12
ref15
Choukou (ref7) 2021; 25
ref14
ref30
ref11
ref10
ref2
ref1
ref17
ref16
ref19
ref18
ref24
ref23
ref26
ref25
ref20
ref22
ref21
ref28
ref27
ref29
ref8
ref9
ref4
ref3
ref6
ref5
References_xml – ident: ref23
  doi: 10.1108/SR-05-2021-0150
– ident: ref3
  doi: 10.1109/JSEN.2020.3019016
– ident: ref17
  doi: 10.1109/TIM.2018.2890319
– ident: ref29
  doi: 10.1038/s41467-019-09461-x
– ident: ref16
  doi: 10.1002/adfm.201907893
– ident: ref13
  doi: 10.1109/JSEN.2019.2921379
– ident: ref1
  doi: 10.1109/TBME.2018.2871638
– ident: ref18
  doi: 10.1145/2906388.2906402
– ident: ref24
  doi: 10.1016/j.elstat.2005.04.002
– volume: 25
  start-page: 4289
  issue: 12
  year: 2021
  ident: ref7
  article-title: Ambient assisted living technologies to support older adults’ health and wellness: A systematic mapping review
  publication-title: Eur. Rev. Med. Pharmacol. Sci.
– ident: ref4
  doi: 10.1002/adfm.202008936
– ident: ref27
  doi: 10.1109/JSEN.2016.2530159
– ident: ref5
  doi: 10.1007/s12652-017-0668-0
– ident: ref26
  doi: 10.1016/j.measurement.2020.108740
– ident: ref22
  doi: 10.1109/JSEN.2016.2519392
– ident: ref10
  doi: 10.1109/TII.2020.3041618
– ident: ref11
  doi: 10.1016/j.measurement.2020.108506
– ident: ref8
  doi: 10.1080/17434440.2021.1988849
– ident: ref20
  doi: 10.1145/2370216.2370233
– ident: ref19
  doi: 10.1088/0957-0233/23/11/115101
– ident: ref6
  doi: 10.1016/j.sintl.2021.100121
– ident: ref12
  doi: 10.1109/ACCESS.2019.2943495
– ident: ref15
  doi: 10.14257/ijmue.2014.9.2.13
– ident: ref14
  doi: 10.3390/s18061737
– ident: ref25
  doi: 10.1109/TIM.2022.3198756
– ident: ref30
  doi: 10.1016/j.mee.2019.111054
– ident: ref28
  doi: 10.1109/TIE.2017.2696507
– ident: ref2
  doi: 10.1109/jsen.2020.2976554
– ident: ref21
  doi: 10.1145/2968219.2968286
– ident: ref9
  doi: 10.1109/TII.2016.2585643
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SubjectTerms Biomedical monitoring
capacitive coupling
charge amplifier
Couplings
Electric potential
Electrodes
electrostatic sensor
Electrostatics
human activity monitoring
Human motion
Monitoring
Sensors
Torso
Voltage
Wearable sensor
Wearable technology
Title A Wearable Electrostatic Sensor for Human Activity Monitoring
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