Title :
Improvement of oscillometric blood pressure estimates through suppression of breathing effects
Author :
Chen, S. ; Bolic, M. ; Groza, V.Z. ; Dajani, H.R. ; Batkin, I. ; Rajan, S.
Author_Institution :
Sch. of Inf. Technol. & Eng., Univ. of Ottawa, Ottawa, ON, Canada
Abstract :
This paper addresses the suppression of the effects of the breathing signal from short duration oscillometric waveform (OMW) recordings to obtain improved blood pressure estimates. As the amplitude modulating effects due to the breathing signal are multiplicative in nature, homomorphic filtering is done on the OMW. An adaptive filtering methodology is adopted to suppress the breathing signal from the OMW. For suppressing the breathing signal, an adaptive noise canceller (ANC) scheme is used when simultaneously acquired reference electrocardiogram (ECG) signal is available while an adaptive line enhancer (ALE) scheme is used when such a reference signal is not readily available. Existing algorithms are used for estimating the blood pressure values. After the suppression of the breathing effects, an improvement in the pressure estimates is observed. Unlike the current methodologies for suppressing the breathing effects from blood pressure measurements, the ALE scheme used in this paper does not require an additional reference signal.
Keywords :
adaptive filters; amplitude modulation; blood pressure measurement; electrocardiography; interference suppression; medical signal processing; pneumodynamics; ALE scheme; OMW; adaptive filtering methodology; adaptive line enhancer; adaptive noise canceller; blood pressure measurement; blood pressure value estimation; breathing signal effect suppression; electrocardiogram signal; homomorphic filtering; oscillometric blood pressure estimation; oscillometric waveform recording; Additive noise; Amplitude modulation; Arterial blood pressure; Blood pressure; Demodulation; Electrocardiography; Fluctuations; Frequency estimation; Frequency modulation; Pressure measurement;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2010 IEEE
Conference_Location :
Austin, TX
Print_ISBN :
978-1-4244-2832-8
Electronic_ISBN :
1091-5281
DOI :
10.1109/IMTC.2010.5488160