Design of advanced time-frequency mutual information measures for aerospace diagnostics and prognostics

IEEE Aerospace Conference Proceedings

Volumn , Issue , 2011, Pages

  Coats, David ^a   Hassan, Mohammed A ^a   Goodman, Nicholas ^a   Blechertas, Vytautas ^a   Shin, Yong June ^a   Bayoumi, Abdel ^a  

^a The Department of Mechanical Engineering   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACCELEROMETER DATA; ADVANCED SIGNAL PROCESSING; CONDITION-BASED MAINTENANCE; DIAGNOSTICS AND PROGNOSTICS; DIGITAL SOURCES; GEAR MESHES; HEALTH INDICATORS; HELICOPTER PLATFORM; INTEGRATED VEHICLE HEALTH MONITORING; LOADING CONDITION; MONITORING SYSTEM; MUTUAL INFORMATIONS; SIGNATURE ANALYSIS; TAIL ROTORS; TEST SYSTEMS; TIME FREQUENCY; TIME-FREQUENCY REPRESENTATIONS; TRANSIENT SYSTEMS; VIBRATION DATA;

ACCELEROMETERS; DESIGN; EQUIPMENT TESTING; HEALTH; HELICOPTER ROTORS; HELICOPTERS; LUBRICATION; SIGNAL PROCESSING; STRESS ANALYSIS; STRUCTURAL HEALTH MONITORING; VIBRATION ANALYSIS;

MONITORING;

EID: 79955776017     PISSN: 1095323X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AERO.2011.5747575     Document Type: Conference Paper

References (16)

1. Ignacio Santamaría-Caballero, Carlos J. Pantaleón-Prieto, Jesús Ibáñez-Díaz, Enrique Gómez-Cosío, "Improved procedures for estimating amplitudes and phases of harmonics with application to vibration analysis," IEEE Transactions on Instrumentation and Measurement, vol. 47, no. 1, Feb. 1998, pp. 209-214.
2. Giovanni Betta, Consolatina Liguori, Alfredo Paolillo, Antonio Pietrosanto, "A DSP-based FFT-analyzer for the fault diagnosis of rotating machine based on vibration analysis," IEEE Transactions on Instrumentation and Measurement, vol. 51, no. 6, Dec. 2002, pp. 1316-1322.
3. Jaidilson Jó da Silva, Antonio Marcus Nogueira Lima, Franz Helmut Neff, José Sérgio da Rocha Neto "Non-invasive fast detection of internal fouling layers in tubes and ducts by acoustic vibration analysis," IEEE Transactions on Instrumentation and Measurement, vol. 58, no. 1, Jan. 2009, pp. 108-114.
4. J. Banks, T. Bair, K. Reichard, D. Blackstock, D. McCall, J. Berry, "A Demonstration of a Helicopter Health Management Information Portal for U.S. Army Aviation," Proceedings of the IEEE Aerospace Conference, Big Sky, MT 2005. pp. 3748-3755.
5. th International Instrumentation Symposium, pp. 6.
6. A. Bayoumi, et. al., "Integration of Maintenance Management Systems and Health Monitoring Systems through Historical Data Investigation," Technical Specialists' Meeting on Condition Based Maintenance, Huntsville, AL 2008.
7. A. Bayoumi, et al., "Implementation of CBM through the Application of Data Source Integration," Technical Specialists' Meeting on Condition Based Maintenance, Huntsville, AL 2008.
8. P. Korn, "Some uncertainty principles of time-frequency transforms of the Cohen class," IEEE Trans. Signal Process., vol. 53, no. 2, pp. 523-527, Feb. 2005.
9. W. J. Williams, M. L. Brown, and A. O. Hero, "Uncertainty, information, and time-frequency distributions," Proceedings of SPIE-Advanced Signal Processing Algorithms, Architectures, and Implementations X, vol. 1566, 1991, pp. 144-156.
10. R.G. Baraniuk, P. Flandrin, A. Janssen, and O. Michel, "Measuring time-frequency information content using the Renyi Entropies," IEEE Transactions on Information Theory, vol. 47, no. 4, May 2001, pp 1391-1409.
11. T.-H. Sang and W. J. Williams, "Renyi information and signal-dependent optimal kernel design," Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing ICASSP '95, vol. 2, 1995, pp. 997-1000.
12. L. Cohen, "Time-frequency distributions - a review," Proc. IEEE, Vol.77, pp. 941-981, July 1989.
13. L. Cohen, "Time-Frequency Signal Analysis," Prentice Hall, New York, 1995.
14. T. Cover and J. Thomas, "Elements of Information Theory," New York: Wiley, 1991.
15. Kwangik Cho, David Coats, John Abrams, Nicholas Goodman, Yong-June Shin, and Abdel E. Bayoumi, "Applications of Time-Frequency Analysis for Aging Aircraft Component Diagnostics and Prognostics," Advanced Signal Processing Algorithms, Architectures and Implementations XVIII, SPIE., Vol.7074, 2008.
16. Yong-June Shin, E. J. Powers, and W. M. Grady, "On definition of cross time-frequency distribution function," Proceedings of SPIE-Advanced Signal Processing Algorithms, Architectures, and Implementations X, San Diego, CA, July 2000, pp. 9-16.