On-Going Research Projects:
Network-based Hard/Soft Information Fusion of multi-modality sensors sponsored by the US Army Research Office under research contract called "Unified Research on Network-based Hard/Soft Information Fusion" that is a Multi-university University Research Initiative (MURI) project led by University of Buffalo and participated by the Pennsylvania State University and Tennessee State University.
Visual Inspection Project
Development of advanced Intelligent Automated Visual Inspection System (I-AVIS) for imperfections/defects detect, classification, and characterization of surface condition of Jet Engine Components.
Partially Observable Group Activity Detection and Characterization
Three funded projects related to Development of Advanced Computational Intelligence and Image Processing Schemes for Visual Tracking and Characterization of Group Activities in Confined Obstructed Spaces.
Exploitation OF Nano-Particles as Building Blocks OF Nano-Cellular Neural Networks (NCNN)
Characterization and selection of potential architecture as building blocks of NCNN.
Completed Research Projects:
Ultra-Wide Band (UWB) macro-Radar Project
Design, development, and test evaluation of a macro-scale UWB Radar system.
Ultra-Wide Band (UWB) macro-Radar Antenna Design Project
Design, development and testing of 3D antenna system for macro-scale UWB radar applications.
Prognostics of Ground Satellite Station Project
Development of prognostics capability for damage assessment to Ground Satellite Stations' electronics equipment.
Condition-based Health Monitoring and Diagnostics of Bearing Project
Development of Multi-Sensor diagnostic system for incipient defects detection and damage characterization of dynamically loaded bearings.
Automatic Target Recognition in Restricted Surveillance Systems Project
Development of image processing techniques for automatic target detection, tracking, and recognition.
Tactical Mobility Control of Cooperative Robotic Sytems Project
Development of distributed control scheme for tactical formation and tasking of semi-autonomous ground robotics systems.
Uncertainty Measurement of Coordinating Measuring Machines
Development of uncertainty budgeting schemes for performance evaluation and assessment of Coordinating Measuring Machines (CMM's) based on features of a patented 3D Spherical artifact.