An improved EEG de-noising approach in electroencephalogram (EEG) for home care

2011 5th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, PervasiveHealth 2011

Volumn , Issue , 2011, Pages 469-474

  Peng, Hong ^a   Hu, Bin ^a   Qi, Yanbing ^a   Zhao, Qinglin ^a   Ratcliffe, Martyn ^b  

^a LANZHOU UNIVERSITY   (China)

^b BIRMINGHAM CITY UNIVERSITY   (United Kingdom)

Author keywords

EEG; Home Care; Ocular Artifacts; Signal Processing

Indexed keywords

ALPHA RHYTHM; BACKGROUND NOISE; DE-NOISING; EEG RECORDING; HOME CARE; HOME ENVIRONMENT; INTEGRAL PART; MENTAL HEALTH; MENTAL ILLNESS; MONITORING TECHNIQUES; NON-INTRUSIVE; OCULAR ARTIFACTS; REAL TIME ANALYSIS; TELECARE; TELEHEALTH SYSTEM;

DISEASES; ELECTROMAGNETIC SHIELDING; HEALTH CARE; MEDICAL COMPUTING; REAL TIME SYSTEMS; SIGNAL PROCESSING; UBIQUITOUS COMPUTING;

ELECTROENCEPHALOGRAPHY;

EID: 80054920400     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.4108/icst.pervasivehealth.2011.246021     Document Type: Conference Paper

References (8)

1. PAUL L. NUNEZ RAMESH SRINIVASAN, (2006). Electric fields of the brain. The Neurophysics of EEG.
2. Wolfgang Klimesch, (1999). EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis, Brain Research Reviews, 29, pp.169-195.
3. R.J. Croft, R. J. Barry, Neurophysiol Clin, (2000). Removal of ocular artifact from the EEG: a review, 30, 5-19. 10.
4. S. Venkataramanan, N.V. Kalpakam, J.S. Sahambi (2004), A Novel Wavelet Based Technique for Detection and De-Noising of Ocular Artifact in Normal and Epileptic Electroencephalogram, Proceedings of the 6th Nordic Signal Processing Symposium - NORSIG 2004.
5. Barros AK, Vigario R, et al. Extraction of event-related signals from multichannel bioelectrical measurements [J]. IEEE Transaction on Biomedical Engineering, 2000, 47(5): pp.583-588.
6. Ricardo Nuno Vigirio, (1997). Extraction of' ocular artefacts from EEG using independent component analysis, Electroencephalography and clinical Neurophysiology, 103, pp.395-404.
7. Otavio G. Lins, Terence W. Picton, Patrick Berg, and Michael Scherg, (1993). Ocular Artifacts in EEG and Event-Related Potentials I: Scalp Topography. Brain Topography, Volume 6, Number 1.
8. Mrs V Krishnaveni, Dr S Jayaraman, Mr N Malmurugan, Dr A Kandaswamy, Dr K Ramadoss, (2004), Non adaptive thresholding methods for correcting ocular artifacts in EEG, Academic Open Internet Journal, Volume 13.