Research Projects (Click here for Details)
Current Projects / Past Projects
- Stochastic Modeling and Bayesian Nonlinear Filtering Methods in Pharmacokinetics/Dynamics with
Supercomputer, Joint Project of the Center for Applied Mathematical Sciences and the Laboratory of
Applied Pharmacokinetics (supported by the National Institute of Health), University of Southern
California.
- Spatial-Temporal Clutter Rejection and Scene Stabilization, supported by the Office of Naval Research,
University of Southern California.
- Optimal Signal Processing Based on Nonlinear Filtering for Infrared Search And Track (IRST) Systems,
supported by the Office of Naval Research, University of Southern California.
- Spatial-Temporal Image Restoration and Scene Stabilization Algorithms for High-Resolution Target
Recognition, supported by the Office of Naval Research, University of Southern California.
- Robust Adaptive Spatial-Temporal Algorithms for Clutter Rejection and Scene Stabilization, supported by
the Missile Defense Agency, ADSANTEC.
- Image Stabilization and Extended Target Tracking, supported by Torrey Pines Logic, Inc, University of
Southern California.
- Decentralized Sequential Detection of Targets in Distributed Systems, supported by the Office of Naval
Research and the Army Research Office, University of Southern California.
- Advanced Mathematical Control and Identification Techniques for Autonomic Information Assurance,
supported by the Defense Advanced Research Projects Agency, University of Southern California.
- Advanced Statistical Methods for Information Assurance and Defense Against Cyber-Terrorism, supported
by the Office of Naval Research, University of Southern California.
- Rapid Detection of Insider Attacks in Distributed Computer Networks, supported by the ARMY,
ADSANTEC.
- Scalable Intrusion Detection System for Rapid Global Detection of Network Attacks, supported by the
Department of Energy, ADSANTEC.
- Stochastic Partial Differential Equations with Applications to Nonlinear Filtering, supported by National
Science Foundation, University of Southern California.
- Nonlinear Filtering and Target Tracking, supported by the Office of Naval Research, University of Southern
California.
- Hidden Markov Model Approach for Classification and Prediction of Alzheimer’s Disease Subtypes, Joint
project of the Center for Applied Mathematical Sciences and the Alzheimer’s Disease Research Center
(supported by the National Institute of Health), University of Southern California.
- Design of Speech Segmentation and Speaker Recognition Algorithms Based on Extended Hidden Markov
Models, Stochastically Deformable Wavelet Descriptor, and Change-Point Analysis, supported by the
National Security Agency, Filimage, Inc. and Aegir Systems, Los Angeles.
- Detection and Tracking of Maneuvering Targets and Data Fusion for Reliable Target Identification, SBIR
DOD/ONR project, Filimage, Inc. and Aegir Systems, Los Angeles.
- Overcoming Prior Uncertainty by Minimax Methods and Application to Pattern Recognition Problems,
Center for Applied Mathematical Sciences, University of Southern California and Department of
Mathematics, University of California at Los Angeles.
- Minimal-Time Detection Algorithms for Detecting Critical Regimes in Flight Systems; Optimal Sequential
Tests for Nonhomogeneous Correlated Processes and Multiple Composite Hypotheses; Nonlinear Robust
Image Filtering and Segmentation. Supported by NASA, Flight Systems Research Center, Electrical
Engineering Department, University of California at Los Angeles and Department of Statistics,
University of North Carolina at Chapel Hill.
- Very Low Bit-Error-Rate Evaluation and Prediction in Fiber Optic Communication Systems, SBIR DOD
project, Physical Optics Corporation, Torrance, CA.
- Quickest Detection of Signal Degradation in Fiber Optic Communication Systems, Multilink Technology
Corporation, Santa Monica, CA.
- Robust Nonlinear Regression Methods and Bootstrap for Brand Value Prediction, Stern Stewart & Co. and Young & Rubicam Inc., New York.