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Debejyo Chakraborty. Time-Frequency Based Adaptive Learning for Structural Health Management.
Ph.D. Dissertation, Arizona State University, August 2010.
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Journal Papers
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Debejyo Chakraborty, Narayan Kovvali, Jun Wei, Antonia Papandreou-Suppappola, Douglas Cochran, and Aditi Chattopadhyay.
Damage Classification Structural Health Monitoring in Bolted Structures Using Time-frequency Techniques.
Journal of Intelligent Material Systems and Structures.
special issue on Structural Health Monitoring, Vol. 20(11), pp 1289-1305, July, 2009, doi:10.1177/1045389X08100044.
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Conference Papers
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(Invited)
Debejyo Chakraborty, Narayan Kovvali, Antonia Papandreou-Suppappola, Aditi Chattopadhyay.
Active Learning Data Selection for Adaptive Online Structural Damage Estimation.
Proc. of SPIE, Smart Structures and Materials & Non-destructive Evaluation and Health Monitoring, 2010.
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D. Chakraborty, N. Kovvali, J. Zhang, A. Papandreou-Suppappola, and A. Chattopadhyay.
Adaptive Learning for Damage Classification in Structural Health Monitoring.
43rd Asilomar Conference on Signals, Systems and Computers, Pacific Grove, California, 2009.
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(Invited)
Lindsey Channels, Debejyo Chakraborty, Brad Butrym, Narayan Kovvali, James Spicer, Antonia Papandreou-Suppappola, Mana Afshari, Daniel Inmand and Aditi Chattopadhyay.
A Comparative Study of Fatigue Damage Sensing in Aluminum Alloys using Electrical Impedance and Laser Ultrasonic Methods.
Proc. of SPIE, Smart Structures and Materials & Non-destructive Evaluation and Health Monitoring, 7295:72950Q, 2009.
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Debejyo Chakraborty, Wenfan Zhou, Donna Simon, Narayan Kovvali, Antonia Papandreou-Suppappola, Douglas Cochran, and Aditi Chattopadhyay.
Time-frequency methods for structural health monitoring.
SenSIP workshop, Sedona, May 2008.
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Debejyo Chakraborty, Sunilkumar Soni, Jun Wei, Narayan Kovvali, Antonia Papandreou-Suppappola, Douglas Cochran, and Aditi Chattopadhyay.
Physics based modeling for time-frequency damage classification.
Proc. of SPIE, Smart Structures and Materials & Non-destructive Evaluation and Health Monitoring, 6926:69260M, 2008.
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Lindsey Channels, Debejyo Chakraborty, Donna Simon, Narayan Kovvali, James Spicer, Antonia Papandreou-Suppappola, Douglas Cochran, Pedro Peralta, and Aditi Chattopadhyay.
Ultrasonic sensing and time-frequency analysis for detecting plastic deformation in an aluminum plate.
Proc. of SPIE, Smart Structures and Materials & Non-destructive Evaluation and Health Monitoring, 6926:69260P, 2008.
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(Invited)
W. Zhou, D. Chakraborty, N. Kovvali, A. Papandreou-Suppappola, D. Cochran, and A. Chattopadhyay.
Damage classification for structural health monitoring using time-frequency feature extraction and continuous hidden Markov models.
Asilomar Conference on Signals, Systems, and Computers, pages 848 - 852, Pacific Grove, California, November 2007.
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N. Kovvali, S. Das, D. Chakraborty, D. Cochran, A. Papandreou-Suppapola, and A. Chattopadhyay.
Time-frequency based classification of structural damage.
In 48th AIAA/ ASME/ ASCE/ AHS/ ASC Structures, Structural Dynamics, and Materials Conference, pages 2047–2055, Honolulu, Hawaii, April 2007.
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Other Proceedings
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(Technical presentation)
Aditi Chattopadhyay, Antonia Papandreou-Suppappola,Clyde Coelho, Sunilkumar Soni, Debejyo Chakraborty, Wenfan Zhou, Narayan Kovvali, Santanu Das, Pedro Peralta.
Damage Diagnosis of Complex Structures Using One-Class Support Vector Machines and Hidden Markov Models.
Integrated Systems Health Management Conference, Cincinnati, Ohio, August 2007.
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(Student paper)
Bhavana Manjunath and Debejyo Chakraborty.
Perimeter security using an acoustic sensor network.
Research in Interdisciplinary Science and Engineering Symposium - FGSA Annual Student Symposium, (Arizona State University, Tempe, Arizona), October 2007
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