DocumentCode
2387032
Title
Application of empirical mode decomposition in removing fidgeting interference in doppler radar life signs monitoring devices
Author
Mostafanezhad, Isar ; Boric-Lubecke, Olga ; Lubecke, Victor ; Mandic, Danilo P.
Author_Institution
Dept. of Electr. Eng., Univ. of Hawaii at Manoa, Honolulu, HI, USA
fYear
2009
fDate
3-6 Sept. 2009
Firstpage
340
Lastpage
343
Abstract
Empirical mode decomposition has been shown effective in the analysis of non-stationary and non-linear signals. As an application in wireless life signs monitoring in this paper we use this method in conditioning the signals obtained from the Doppler device. Random physical movements, fidgeting, of the human subject during a measurement can fall on the same frequency of the heart or respiration rate and interfere with the measurement. It will be shown how empirical mode decomposition can break the radar signal down into its components and help separate and remove the fidgeting interference.
Keywords
Doppler radar; interference (signal); medical signal processing; patient monitoring; Doppler radar; empirical mode decomposition; fidgeting interference removal; wireless life signs monitoring; Algorithms; Monitoring, Physiologic; Movement; Pattern Recognition, Automated; Radar; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Ultrasonography, Doppler; Vital Signs;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location
Minneapolis, MN
ISSN
1557-170X
Print_ISBN
978-1-4244-3296-7
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2009.5333206
Filename
5333206
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