IEEE Transactions on Signal Processing
Projection approximation subspace tracking
IEEE Transactions on Signal Processing
Fast approximated power iteration subspace tracking
IEEE Transactions on Signal Processing - Part I
Fast, rank adaptive subspace tracking and applications
IEEE Transactions on Signal Processing
Parametric GLRT for Multichannel Adaptive Signal Detection
IEEE Transactions on Signal Processing
IEEE Transactions on Signal Processing
Fast and Stable Subspace Tracking
IEEE Transactions on Signal Processing
Fast and Stable YAST Algorithm for Principal and Minor Subspace Tracking
IEEE Transactions on Signal Processing - Part I
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We propose a subspace-tracking-based space-time adaptive processing technique for airborne radar applications. By applying a modified approximated power iteration subspace tracing algorithm, the principal subspace in which the clutter-plus-interference reside is estimated. Therefore, the moving targets are detected by projecting the data on the minor subspace which is orthogonal to the principal subspace. The proposed approach overcomes the shortcomings of the existing methods and has satisfactory performance. Simulation results confirm that the performance improvement is achieved at very small secondary sample support, a feature that is particularly attractive for applications in heterogeneous environments.