Title :
Preliminary feasibility analysis of remote subject identification during hemodynamic monitoring by Radio Frequency Impedance
Author :
Gríofa, Marc Ó ; Blue, Rebecca S. ; Friedman, Robert ; Hamski, Philip ; Bhagavatula, Madhusudan ; Jaech, Aaron ; Hu, Si Ying ; Savvides, Marios
Author_Institution :
Univ. of Limerick, Limerick, Ireland
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
Non-contact, non-invasive monitoring of hemodynamic parameters would be ideal for medical monitoring in a variety of environments. Radio Frequency Impedance Interrogation (RFII) measures hemodynamic function via resonance frequency coupling to a hydrophilic protein molecule. While the application of this technology to hemodynamic monitoring has demonstrated initial success, this preliminary study examined the use of RFII for subject identification by waveform signal analysis, which would allow confirmation of the identity of a subject in an operational setting prior to rescue efforts. Preliminary results demonstrate an excellent recognition rate using the RFII signature and pattern classification. Each individual has a consistent pattern during the initial waveform identification period that is visually distinct from the other individuals in the data set. These results suggest that RFII may be of great utility in the pre-hospital triage setting for patient monitoring and for the rapid identification of subjects in the operational setting.
Keywords :
haemodynamics; medical signal processing; patient monitoring; pattern classification; signal classification; waveform analysis; RFII signature; data set; hemodynamic monitoring; hydrophilic protein molecule; initial waveform identification period; medical monitoring; noncontact monitoring; noninvasive monitoring; operational setting; patient monitoring; pattern classification; prehospital triage setting; preliminary feasibility analysis; radiofrequency impedance interrogation; recognition rate; remote subject identification; resonance frequency coupling; waveform signal analysis; Blood; Electrocardiography; Hemodynamics; Impedance; Monitoring; Principal component analysis; Resonant frequency; Feasibility Studies; Hemodynamics; Humans; Principal Component Analysis; Radio Waves;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6090715