Analysis and detection of motion artifact in photoplethysmographic data using higher order statistics

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2008, Pages 613-616

  Krishnan, Rajet ^a   Natarajan, Balasubramaniam ^a   Warren, Steve ^a  

^a Kansas State University   (United States)

Author keywords

Higher order statistics (HOS); Quadratic phase coupling (QPC); Receiver operating characteristics (ROC)

Indexed keywords

HIGHER ORDER STATISTICS (HOS); MOTION ARTIFACT; QUADRATIC PHASE COUPLING (QPC); RECEIVER OPERATING CHARACTERISTICS (ROC);

ACOUSTICS; COMPUTER NETWORKS; FREQUENCY DOMAIN ANALYSIS; NEONATAL MONITORING; NUCLEAR PROPULSION; QUADRATIC PROGRAMMING; SIGNAL PROCESSING; SPEECH;

STATISTICAL METHODS;

EID: 51449124256     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2008.4517684     Document Type: Conference Paper

References (12)

1. N. Mammone and F.C Morabito "Independent component analysis and high-order statistics for automatic artifact rejection", Proceedings of IEEE International Joint Conference on Neural Networks, 2005 TJCNN '05, Volume 4, 31 July-4 Aug. 2005, pp. 2447 - 2452.
2. B. Pilgram, P. Castiglioni, G. Parati, and M. Di Rienzo, "Dynamic detection of rhythmic oscillations in heart-rate tracings: A state-space approach based on fourth-order cumulants", Biol. Cyber., vol. 76, pp. 299 - 309, 1997.
3. J. M. Mendel, "Tutorial on Higher-Order Statistics (Spectra) in Signal Processing and System Theory: Theoretical Results and Some Applications", Proc. IEEE, vol. 79, pp. 278 - 305, January 1991.
4. C. L. Nikias and A. P. Petropulu, Higher-Order Spectra Analysis: A Nonlinear Signal Processing Eramework, Prentice Hall Tnc, 1993.
5. A Swami, J. M. Mendel and C. L. Nikias, Higher-Order Spectral Analysis Toolbox Eor Use with MATLAB, User's Guide Version 2.
6. C. E. Nikias and M.R. Raghuveer, "Bispectrum Estimation: A digital signal processing framework", Proc. IEEE, vol. 75, no.7, pp. 867-891,1987.
7. A. Mansour and C. Jutten,"What should we say about the kurtosis?", Signal Processing Letters, IEEE vol. 6, issue 12, pp. 321-322, December 1999.
8. Jianchu Yao, S. Warren , "A Short Study to Assess the Potential of Independent Component Analysis for Motion Artifact Separation in Wearable Pulse Oximeter Signals", 27th Annual International Conference of the. Engineering in Medicine and Biology Society, 2005, pp. 3585 - 3588, 2005.
9. R. F. Dwyer, "Use of the Kurtosis Statistic in the Frequency Domain as an Aid in Detecting Random Signals", IEEE Journal of Oceanic Engineering, vol. OE-9, No.2, pp. 85 - 92, April 1984.
10. J. Muthuswamy, D. L. Sherman and N. V. Thakor, "Higher-Order Spectral Anaysis of Burst Patterns in ERG", IEEE Transactions On Biomedical Engineering" vol. 46, No. 1, January 1999.
11. Z. Chair and P. Varshney, "Optimal data fusion in multiple sensor detection systems", IEEE Transaction Aerospace Electronic Systems, AES, 22 (Jan) 1986, pp. 98 - 101.
12. J. Weng, Z. Ye and J. Weng, "An Improved Pre-processing Approach for Photoplethysmographic Signal", 27th Annual International Conference of the. Engineering in Medicine and Biology Society, 2005, IEEE-EMBS 2005, pp. 41 - 44, 01-04 Sept. 2005.