TY - JOUR
T1 - Adaptive cancellation of floor vibrations in standing ballistocardiogram measurements using a seismic sensor as a noise reference
AU - Inan, Omer T.
AU - Etemadi, Mozziyar
AU - Widrow, Bernard
AU - Kovacs, Gregory T A
N1 - Funding Information:
Manuscript received December 8, 2008; revised January 22, 2009. First published April 7, 2009; current version published February 17, 2010. The work of O. T. Inan was supported by the G. J. Lieberman Fellowship (Stanford University) and the work of M. Etemadi was supported by the Electrical Engineering Fellowship (Stanford University). Asterisk indicates corresponding author.
PY - 2010/3
Y1 - 2010/3
N2 - An adaptive noise canceller was used to reduce the effect of floor vibrations on ballistocardiogram (BCG) measurements from a modified electronic bathroom scale. A seismic sensor was placed next to the scale on the floor and used as the noise reference input to the noise canceller. BCG recordings were acquired from a healthy subject while another person stomped around the scale, thus causing increased floor vibrations. The noise canceller substantially eliminated the artifacts in the BCG signal due to these vibrations without distorting the morphology of the measured BCG. Additionally, recordings were obtained from another subject standing inside a parked bus while the engine was running. The artifacts due to the vibrations of the engine, and the other vehicles moving on the road next to the bus, were also effectively eliminated by the noise canceller. The system with automatic floor vibration cancellation could be used to increase BCG measurement robustness in home monitoring applications. Additionally, the noise cancellation approach may enable BCG recording in ambulances-or other transport vehicles-where noninvasive hemodynamic monitoring may otherwise not be feasible.
AB - An adaptive noise canceller was used to reduce the effect of floor vibrations on ballistocardiogram (BCG) measurements from a modified electronic bathroom scale. A seismic sensor was placed next to the scale on the floor and used as the noise reference input to the noise canceller. BCG recordings were acquired from a healthy subject while another person stomped around the scale, thus causing increased floor vibrations. The noise canceller substantially eliminated the artifacts in the BCG signal due to these vibrations without distorting the morphology of the measured BCG. Additionally, recordings were obtained from another subject standing inside a parked bus while the engine was running. The artifacts due to the vibrations of the engine, and the other vehicles moving on the road next to the bus, were also effectively eliminated by the noise canceller. The system with automatic floor vibration cancellation could be used to increase BCG measurement robustness in home monitoring applications. Additionally, the noise cancellation approach may enable BCG recording in ambulances-or other transport vehicles-where noninvasive hemodynamic monitoring may otherwise not be feasible.
KW - Adaptive noise cancellation
KW - Ballistocardiogram (BCG)
KW - Cardiovascular disease
KW - Physiological monitoring
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U2 - 10.1109/TBME.2009.2018831
DO - 10.1109/TBME.2009.2018831
M3 - Article
C2 - 19362900
AN - SCOPUS:77649176482
SN - 0018-9294
VL - 57
SP - 722
EP - 727
JO - IRE transactions on medical electronics
JF - IRE transactions on medical electronics
IS - 3
M1 - 4812084
ER -