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.

Cardiorespiratory frequency monitoring using the principal component analysis technique on UWB radar signal / Pittella, Erika; Bottiglieri, Anna; Pisa, Stefano; Cavagnaro, Marta. - In: INTERNATIONAL JOURNAL OF ANTENNAS AND PROPAGATION. - ISSN 1687-5869. - STAMPA. - 2017:(2017), pp. 1-6. [10.1155/2017/4803752]

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

PITTELLA, ERIKA;PISA, Stefano;CAVAGNARO, Marta
2017

Abstract

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.
2017
Electric network analyzers; radar; radar measurement; time domain analysis; ultra-wideband (UWB)
01 Pubblicazione su rivista::01a Articolo in rivista
Cardiorespiratory frequency monitoring using the principal component analysis technique on UWB radar signal / Pittella, Erika; Bottiglieri, Anna; Pisa, Stefano; Cavagnaro, Marta. - In: INTERNATIONAL JOURNAL OF ANTENNAS AND PROPAGATION. - ISSN 1687-5869. - STAMPA. - 2017:(2017), pp. 1-6. [10.1155/2017/4803752]
File allegati a questo prodotto
File Dimensione Formato  
Pittella_Cardiorespiratory_2017.pdf

accesso aperto

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Creative commons
Dimensione 2.07 MB
Formato Adobe PDF
2.07 MB Adobe PDF

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/953610
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 13
  • ???jsp.display-item.citation.isi??? 10
social impact