Abstract
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.
Original language | English (US) |
---|---|
Article number | 4812084 |
Pages (from-to) | 722-727 |
Number of pages | 6 |
Journal | IEEE Transactions on Biomedical Engineering |
Volume | 57 |
Issue number | 3 |
DOIs | |
State | Published - Mar 2010 |
Funding
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.
Keywords
- Adaptive noise cancellation
- Ballistocardiogram (BCG)
- Cardiovascular disease
- Physiological monitoring
ASJC Scopus subject areas
- Biomedical Engineering