Journal of Innovative Optical Health Sciences, Volume. 6, Issue 4, 1350035(2013)
MOTION ARTIFACT REDUCTION IN FUNCTIONAL NEAR INFRARED SPECTROSCOPY SIGNALS BY AUTOREGRESSIVE MOVING AVERAGE MODELING BASED KALMAN FILTERING
[1] [1] M. Izzetoglu, P. Chitrapu, S. Bunce, B. Onaral, "Motion artifact cancellation in NIR spectroscopy using discrete Kalman filtering," Biomed. Eng. 9, 1–10 (2010).
[2] [2] F. Mattehews, B. A. Pearlmutter, T. E. Wrad, C. Soraghan, C. Markham, "Hemodynamics for Brain-Computer Interfaces," IEEE Signal Process. Mag. 25, 87–94 (2008).
[3] [3] J. Gervain, J. Mehler, J. F. Werker, C. A. Nelson, G. Csibra, S. Lioyd-Fox, M. Shukla, R. N. Aslin, "Near-infrared spectroscopy: A report from the McDonnell infant methodology consortium," Dev. Cogn. Neurosci. 1, 22–46 (2011).
[4] [4] M. Cope, "The application of near infrared spectroscopy to noninvasive monitoring of cerebral oxygenation in the newborn infant," Ph.D. dissertion, Department of Medical Physics Bioengineering, College London, London, England, 1991.
[5] [5] F. F. Jobsis, "Noninvasive infrared monitoring of cerebral and myocardial oxygen sufficiency and circulatory parameters," Science 198, 1264–1267 (1977).
[6] [6] M. Izzetoglu, A. Devaraj, K. Izzetoglu, S. Bunce, B. Onaral, "Motion artifact removal in fNIR signals using adaptive filtering," Proc. EMBS, Nashville, TN, 2003.
[7] [7] M. Izzetoglu, A. Devaraj, S. Bunce, B. Onaral, "Motion artifact cancellation in NIR spectroscopy using wiener filtering," IEEE Trans. Biomed. Eng. 52 (2005).
[8] [8] X. Sui, S. Bray, A. L. Reiss, "Functional near infrared spectroscopy (NIRS) signal improvement based on negative correlation between oxygenated and deoxygenated hemoglobin dynamics," Neuro- Image 49, 3039–3046 (2010).
[9] [9] F. Scholkmann, S. Spichtig, T. Muehlemann, M. Wolf, "How to detect and reduce movement artifacts in near-infrared imaging using moving standard deviation and spline interpolation," Physiol. Measure. 31 (2010).
[10] [10] B. Molavi, G. Dumont, B. Shadgan, "Motion artifact removal from muscle NIR spectroscopy measurements," IEEE Canadian Conf. Electrical and Computer Engineering, Calgary, Alberta, Canada, 2010.
[11] [11] M. S. Grewal, A. P. Andrews, Kalman Filtering: Theory and Practice Using MATLAB, 2nd edition, John Wiley & Sons Inc. (2001).
[12] [12] Z. Barati, P. M. Shewokis, M. Izzetoglu, R. Polikar, G. Mychaskiw, K. Pourrezaei, "Hemodynamic response to repeated noxious cold pressor tests measured by functional near infrared spectroscopy on forehead," Ann. Biomed. Eng. 41 (2012).
Get Citation
Copy Citation Text
MEHDI AMIAN, S. KAMALEDIN SETAREHDAN. MOTION ARTIFACT REDUCTION IN FUNCTIONAL NEAR INFRARED SPECTROSCOPY SIGNALS BY AUTOREGRESSIVE MOVING AVERAGE MODELING BASED KALMAN FILTERING[J]. Journal of Innovative Optical Health Sciences, 2013, 6(4): 1350035
Received: Jun. 30, 2013
Accepted: Aug. 3, 2013
Published Online: Jan. 10, 2019
The Author Email: AMIAN MEHDI (mehdi.amian@alumni.ut.ac.ir)