Title :
A Track-Before-Detect Algorithm With Thresholded Observations and Closely-Spaced Targets
Author :
Grossi, Emanuele ; Lops, Marco ; Venturino, Luca
Author_Institution :
DIEI, Univ. degli Studi di Cassino e del Lazio Meridionale, Cassino, Italy
Abstract :
In this letter, we consider the detection architecture in , where a track-before-detect processor elaborates the plot-lists provided on a scan-by-scan basis by the detector and plot-extractor of a radar system. We derive a novel track formation procedure in order to provide improved performance in the presence of multiple, closely-spaced targets. Numerical examples are provided to assess the detection capabilities and the accuracy in the estimation of the target position.
Keywords :
numerical analysis; radar detection; radar signal processing; closely-spaced targets; detection architecture; plot-extractor; plot-lists; radar system; scan-by-scan basis; target position; thresholded observations; track formation procedure; track-before-detect processor; Detectors; Indexes; Radar tracking; Target tracking; Tin; Trajectory; Multi-frame detection (MFD); radar systems; successive track cancellation (STC); track-before-detect (TBD);
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2013.2283586