System considerations for the compressive sampling of EEG and ECoG bio-signals

2011 IEEE Biomedical Circuits and Systems Conference, BioCAS 2011

Volumn , Issue , 2011, Pages 129-132

  Gangopadhyay, Daibashish ^a   Allstot, Emily G ^a   Dixon, Anna M R ^a   Allstot, David J ^a  

^a University of Washington   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANALOG DOMAIN; BIOSIGNALS; BRAIN SIGNALS; COMPRESSED SENSING; COMPRESSIVE SAMPLING; DAUBECHIES; DE-NOISING; ELECTROCORTICOGRAM; ELECTROMYOGRAM; FREQUENCY DOMAINS; MEYER WAVELET; SPARSE SIGNALS; SUB-NYQUIST SAMPLING; SYMLETS; THRESHOLD LEVELS; THRESHOLDING; WAVELET DOMAIN;

ELECTROENCEPHALOGRAPHY; ELECTROPHYSIOLOGY; SYSTEMS ANALYSIS;

DISCRETE WAVELET TRANSFORMS;

EID: 84855701501     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BioCAS.2011.6107744     Document Type: Conference Paper

References (9)

1. E. Jovanov, et al., "A wireless body area network of intelligent motion sensors for computer assisted physical rehabilitation," J. of NeuroEngineering and Rehabilitation, vol. 2, pp. 1-10, March 2005.
2. E. Candès, et al., "An introduction to compressive sampling," IEEE Signal Proc. Mag., vol. 25, pp. 21-30, March 2008.
3. E.G. Allstot, et al., "Compressive sampling of ECG bio-signals: Quantization noise and sparsity considerations," IEEE Biomedical Circuits and Systems Conf., 2010, pp. 41-44.
4. A. Salman, et al., "Compressive sampling of EMG bio-signals," IEEE Intl. Symp. on Circuits and Systems, 2011, pp. 2095-2098.
5. A. Goldberger, et al., "Physiobank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiological signals," Circulation, vol. 101, no. 23, 2000, pp. 1-6.
6. M. Grant, et al., CVX: MATLAB Software for Disciplined Convex Programming, version 1.21. hhtp://cvxr.com/cvx, August, 2010.
7. E.G. Allstot, et. al., "Compressed sensing of ECG bio-signals using onebit measurement matrices," IEEE Intl. NEWCAS Conf., June 2011, pp. 213-216.
8. S. Mallat, "A Wavelet Tour of Signal Processing," Elsevier Press, 2009.
9. S. Aviyente, "Compressed sensing framework for EEG compression,'' IEEE Workshop on Statistical Signal Proc., Aug. 2007, pp. 181-184.