Study of transforms and methods for their comparison

9th International Conference on Industrial and Information Systems, ICIIS 2014

Volumn , Issue , 2015, Pages

  Verma, Nishchal K ^a   Goel, Sakshi ^a   Sevakula, Rahul K ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY KANPUR   (India)

Author keywords

Cohen's class distributions; Cross term; Frequency distributions; Linear time frequency distributions; Pattern recognition accuracy; Renyi entropy; Visual analysis

Indexed keywords

MATHEMATICAL TRANSFORMATIONS; PATTERN RECOGNITION;

COHEN'S CLASS; CROSS-TERMS; FREQUENCY DISTRIBUTIONS; LINEAR TIME-FREQUENCY DISTRIBUTIONS; PATTERN RECOGNITION ACCURACIES; RENYI ENTROPY; VISUAL ANALYSIS;

FREQUENCY DOMAIN ANALYSIS;

EID: 84924227066     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIINFS.2014.7036501     Document Type: Conference Paper

References (26)

1. A. Khorshidtalab, M. J. E. Salami and M. Hamedi, "Evaluating the effectiveness of time-domain features for motor imagery movements using SVM", IEEE International Conference on Computer and Communication Engineering (ICCCE), pp. 909-913, July 2012
2. S. H. Kia, H. Henao and G. A. Capolino, "A High-Resolution Frequency Estimation Method for Three-Phase Induction Machine Fault Detection", IEEE Transactions on Industrial Electronics, vol. 54, no. 4, pp. 2305-2314, Aug. 2007
3. F. H. Wilhelm, P. Grossman and W. T. Roth, "Analysis of cardiovascular regulation", Biomedical Sciences Instrumentation, vol. 35, pp. 135-140, 1999
4. D. J. T. Siyambalapitiya and P. G. McLaren, "Reliability improvement and economic benefits of online monitoring systems for large induction machines", IEEE Transactions on Industry Applications, vol. 26, no. 6, pp. 1018-1025, Dec. 1990
5. S.Qian, and D. Chen, "Joint time-frequency analysis" IEEE Signal Processing Magazine, vol. 16, no. 2, pp. 52-67, Mar. 1999
6. J. K. Hammond, and P. R. White, "The analysis of non-stationary signals using time-frequency methods", Journal of Sound and Vibration, vol.190, no. 3, pp. 419-447, 1996
7. F. Hlawatsch and G. F. Boudreaux-Bartels, "Linear and quadratic time-frequency signal representations." IEEE Signal Processing Magazine, vol. 9, no. 2, pp. 21-67, Apr. 1992
8. W. J. Williams, M.Brown, and A. Hero, "Uncertainty, information and time-frequency distributions", SPIE Advanced Signal Processing Algorithms, vol. 1556, pp. 144-156, Dec. 1991
9. S. Aviyente and W. J. Williams, "Minimum entropy time-frequency distributions", IEEE Signal Processing Letters, vol.12, no. 1, pp. 37-40, Jan. 2005
10. R. G. Baraniuk, P. Flandrin, A. J. Janssen, and O. J. Michel, "Measuring time-frequency information content using the Renyi entropies", IEEE Transactions on Information Theory, vol. 47, no. 4, pp. 1391-1409, May 2001
11. N. E. Zabihi and H. R. Siahkoohi, "Single Frequency Seismic Attribute Based on Short Time Fourier Transform, Continuous Wavelet Transform, and S Transform", 6th International Conference & Exposition on Petroleum Geophysics Kolkata, pp. 662-666, 2006
12. G. Zhi-bin, "Time frequency analysis of multi-component non-stationary signal with filter bank decomposition", International Conference on Mechatronic Science, Electric Engineering and Computer (MEC, pp. 2035-2038), 2011
13. E. F. Velez, and G. A. Richard, "Smoothed Wigner-Ville parametric modeling for the analysis of Nonstationary signals", In Circuits and Systems, IEEE International Symposium on, pp. 507-510, 1989
14. A. Bruce, D. Donoho and H. Y. Gao, "Wavelet analysis for signal processing," IEEE Spectrum, vol. 33, no. 10, pp. 26-35, Oct. 1996
15. L. Cohen, "Time-frequency distributions-A review," Proc. IEEE, vol. 77, pp. 941-981, Jul. 1989
16. M. Sandsten, "Time-Frequency Analysis of Non-Stationary Processes", 2013
17. J. Jeong and W. Williams. "Kernel Design for Reduced Interference Distributions", IEEE Trans. on Signal Processing, vol. 40, no.2, pp. 402-412, 1992
18. F. Auger, P. Flandrin, P. Gonçalvès and O. Lemoine, "Time-frequency toolbox", CNRS France-Rice University, 1996
19. A. T. Poyil, S. Aljahdali, and N. KM, "Significance of Cohen's Class for Time Frequency Analysis of Signals", International Journal of Computer Applications, vol. 72 no.12, 2013
20. Y. Dong, and Y. Cui, "Analysis of a new joint time-frequency distribution of suppressing cross-term," Research Journal of Applied Sciences, Engineering and Technology, vol. 4, no. 11, 2012
21. N. K. Verma, V. K. Gupta, M. Sharma and R. K. Sevakula, "Intelligent condition based monitoring of rotating machines using sparse auto-encoders." IEEE Conference on Prognostics and Health Management (PHM) 2013, pp. 1-7, Jun. 2013
22. N. K. Verma, S. Singh, J. K. Gupta, R. K.Sevakula, S. Dixit and A. Salour, "Smartphone application for fault recognition" IEEE Sixth International Conference on Sensing Technology (ICST), pp. 1-6, Dec. 2012
23. Sun R. and Wang Y, "Bivariate Bayesian Detection of Atrial Arrhythmias Based on Dimensionality Reduction of Multi-feature Space, "In World Congress on Medical Physics and Biomedical Engineering, pp. 1048-1051, Jan. 2007
24. J. Jing, Y. Hu, X. Li and Z. Huang, "Feature Extraction of Pulse Signal based on Hilbert-Huang Transformation and Singular Value Decomposition", 1st IEEE International Conference on Bioinformatics and Biomedical Engineering, pp. 1007-1010, Jul. 2007
25. A. Feltane, G. F. Bartels, J. Gaitanis, Y. Boudria, and W. Besio, "Human seizure detection using quadratic Renyi entropy", 6th IEEE International Conference on Neural Engineering (NER), pp. 815-818, Nov. 2013
26. D. Boutana, M. Benidir, F. Marir and B. Barkat, "A comparative study of sometime-frequency distributions using the Renyi criterion", 13th Europea Signal Processing Conference, 2005