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Cardiorespiratory frequency monitoring using the principal component analysis technique on UWB radar signal

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  • معلومة اضافية
    • Contributors:
      Pittella, Erika; Bottiglieri, Anna; Pisa, Stefano; Cavagnaro, Marta
    • بيانات النشر:
      Hindawi Limited
    • الموضوع:
      2017
    • Collection:
      Sapienza Università di Roma: CINECA IRIS
    • نبذة مختصرة :
      In this paper, Principal Component Analysis technique is applied on the signal measured by an ultra wide-band radar to compute the breath and heart rate of volunteers.Themeasurement set-up is based on an indirect time domain reflectometry technique, using an ultra wide-band antenna in contact with the subject’s thorax, at the heart height, and a vector network analyzer.The Principal Component Analysis is applied on the signal reflected by the thorax and the obtained breath frequencies are compared against measures acquired by a piezoelectric belt, a widely used commercial system for respiratory activity monitoring. Breath frequency results show that the proposed approach is suitable for breath activity monitoring. Moreover, the wearable ultra wide-band radar gives also promising results for heart activity frequency detection.
    • File Description:
      STAMPA
    • Relation:
      info:eu-repo/semantics/altIdentifier/wos/WOS:000405713800001; volume:2017; firstpage:1; lastpage:6; numberofpages:6; journal:INTERNATIONAL JOURNAL OF ANTENNAS AND PROPAGATION; http://hdl.handle.net/11573/953610; http://www.hindawi.com/journals/ijap/
    • الرقم المعرف:
      10.1155/2017/4803752
    • الدخول الالكتروني :
      http://hdl.handle.net/11573/953610
      https://doi.org/10.1155/2017/4803752
      http://www.hindawi.com/journals/ijap/
    • Rights:
      info:eu-repo/semantics/openAccess
    • الرقم المعرف:
      edsbas.7FC618AA