· Target Detection, Classification, and Tracking
- Multiple maneuvering target detection and tracking,
- Extended object and group target tracking (EOT>T) and classification,
- Bearings-only tracking, angle-only tracking.
· Estimation and Filtering
- Estimation (linear minimum mean square error (LMMSE) estimation, Kalman filter),
- Nonlinear filtering (generalized conversion based filter (GCF), uncorrelated conversion based filter (UCF)).
· Multiple-Model Estimation
- Variable-structure multiple-model (VSMM) estimation,
- Higher-order Markov Chain based multiple-model estimation.
· Joint Decision and Estimation
- Joint tracking and classification (JTC),
- Joint fault detection, identification, and state estimation.
· Performance Evaluation
- Estimation/Decision performance evaluation and ranking,
- Performance evaluation without knowing ground truth.




