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
Link To Document :
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