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Adaptive Detection and Interference Rejection of Multiple Point-Like Radar Targets

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2 Author(s)
Bandiera, F. ; Dipt. di Ingegneria dell''Innovazione, Univ. degli Studi di Lecce ; Ricci, G.

We present an adaptive algorithm aimed at detecting multiple point-like radar targets embedded in correlated Gaussian noise. The proposed detector modifies and improves the adaptive beamformer orthogonal rejection test (ABORT) idea to address detection of multiple targets. More precisely, it relies on the so-called two-step generalized likelihood ratio test (GLRT) design procedure implemented without assignment of a distinct set of secondary data. The newly proposed detector can guarantee the constant false alarm rate (CFAR) property and the performance assessment, conducted resorting to simulated data, has shown that it exhibits better rejection capabilities of mismatched signals than previously proposed detectors, at the price of an acceptable performance loss for matched signals

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Signal Processing, IEEE Transactions on  (Volume:54 ,  Issue: 12 )