Compressed sensing framework for EEG compression

IEEE Workshop on Statistical Signal Processing Proceedings

Volumn , Issue , 2007, Pages 181-184

  Aviyente, Selin ^a  

^a Michigan State University   (United States)

Author keywords

Biomedical signal processing; Electroencephalography; Sampling; Signal reconstruction

Indexed keywords

DATA PROCESSING; ELECTROENCEPHALOGRAPHY; ELECTROPHYSIOLOGY; REPAIR; RESTORATION; SAMPLING; SIGNAL ANALYSIS; SIGNAL PROCESSING; SIGNAL RECONSTRUCTION; TECHNICAL PRESENTATIONS;

BIOMEDICAL SIGNAL PROCESSING; COMPRESSED SENSING; EEG DATUMS; EEG SIGNALS; GABOR FRAMES; LINEAR PROJECTIONS; MULTI CHANNELS; NEW APPROACHES; ORTHOGONAL MATCHING PURSUITS; SIGNAL REPRESENTATIONS; SPARSE SIGNALS;

DATA STORAGE EQUIPMENT;

EID: 47849089210     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SSP.2007.4301243     Document Type: Conference Paper

References (9)

1. E. Candés and T. Tao, "Near-optimal signal recovery from random projections: universal encoding strategies," IEEE Trans. on Information Theory, vol. 52, pp. 5406-5425, 2004.
2. D. Donoho, "Compressed sensing," IEEE Trans. on Information Theory, vol. 52, pp. 1289-1306, 2006.
3. M. B. Wakin, J. N. Laska, M. F. Duarte, D. Baron, S. Sarvotham, D. Takhar, K. F. Kelly, and R. G. Baraniuk, "An architecture for compressive imaging," in Proceedings of IEEE International Conference on Image Processing, 2006, pp. 1273-1276.
4. M. Lustig, D. Donoho, and J. M. Pauly, "Sparse MRI: The application of compressed sensing for rapid MR imaging," Magnetic Resonance in Medicine, 2007, preprint.
5. J. Tropp and A. C. Gilbert, "Signal recovery from partial information via orthogonal matching pursuit," 2005, preprint.
6. M. F. Duarte, S. Sarvotham, D. Braon, M. B. Wakin, and R. G. Baraniuk, "Distributed compressed sensing of jointly sparse signals," in IEEE Proceedings of the 2005 Asilomar Conference on Signals, Systems, and Computers, 2005, pp. 1537-1541.
7. M. L. Brown, W. J. Williams, and A. O. Hero, "Non-orthogonal gabor representation of event-related potentials," in Proceedings of the 15th Annual International Conference of IEEE Engineering in Medicine and Biology Society, 1993, pp. 314-315.
8. P. J. Durka and K. J. Blinowska, "A unified time-frequency parametrization of EEGs," IEEE Engineering in Medicine and Biology, vol. 20, no. 5, pp. 47-53, September/October 2001.
9. S. Aviyente, E. Bernat, S. Malone, and W. Iacono, "Analysis of event related potentials using pca and matching pursuit on the time-frequency plane," in IEEE International Conference of the Engineering in Medicine and Biology Society, 2006, vol. 3, pp. 424-427.