Nonlinear Filtering: Analysis and Numerical Methods
Final progress rept. 1 Jan 1998-1 Oct 2001
UNIVERSITY OF SOUTHERN CALIFORNIA LOS ANGELES CENTER FOR APPLIED MATHEMATICAL SCIENCES
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In the research during the reporting period we focused on the following areas 1 Nonlinear filtering for acutely maneuvering targets 2 Development of banks of interacting Bayesian spatial-temporal matched filters for track-before-detect TBD based on nonlinear filtering techniques 3 Development of adaptive spatial-temporal filters for clutter rejection and electronic scene stabilization 4 Design of multi-hypothesis sequential tests for multi-sensor distributed systems with fusion of local decisions 5 Wiener chaos expansion for nonlinear systems such with applications to filtering and 6 Inverse problems for stochastic PDE. In addition. we have made substantial progress in the implementation of the developed algorithms. The Adaptive Spatial-Temporal Method for Clutter Rejection and Scene Stabilization and Switching Multiple Model Based TBD Algorithms were transferred to the SPAWAR Systems Center, San Diego, CA POC Dr.
- Optical Detection and Detectors