Title :
Detection Algorithms to Discriminate Between Radar Targets and ECM Signals
Author :
Bandiera, Francesco ; Farina, Alfonso ; Orlando, Danilo ; Ricci, Giuseppe
Author_Institution :
Dipt. di Ing. dell´´Innovazione, Univ. del Salento, Lecce, Italy
Abstract :
We address adaptive detection of coherent signals backscattered by possible point-like targets or originated from electronic countermeasure (ECM) systems in presence of thermal noise, clutter, and possible noise-like interferers. In order to come up with a class of decision schemes capable of discriminating between targets and ECM signals, we resort to generalized likelihood ratio test (GLRT) implementations of a generalized Neyman-Pearson rule (i.e., for multiple hypotheses). The adaptive detectors rely on secondary data, free of signal components, but sharing the statistical characterization of the noise in the cell under test. The performance assessment focuses on an adaptive beamformer orthogonal rejection test (ABORT)-like detector; analytical expressions for the probability of false alarm, the probability of detection of the target, and the probability of blanking the ECM (coherent) signal are given. More remarkably, it guarantees the constant false alarm rate (CFAR) property. The performance assessment shows that it can outperform the adaptive sidelobe blanker (ASB) in presence of ECM systems.
Keywords :
adaptive signal detection; array signal processing; electronic countermeasures; probability; radar clutter; radar detection; radar signal processing; thermal noise; ABORT-like detector; CFAR property; ECM signal detection algorithm; GLRT; adaptive beamformer orthogonal rejection test; adaptive sidelobe blanker; clutter; coherent signal adaptive detection; constant false alarm rate; electronic countermeasure system; generalized Neyman-Pearson rule; generalized likelihood ratio test; noise-like interferers; probability of blanking; probability of detection; radar target detection algorithms; thermal noise; Detectors; Electronic countermeasures; Jamming; Radar antennas; Receiving antennas; Adaptive radar detection; constant false alarm rate (CFAR); digital radio frequency memory (DRFM); electronic counter-countermeasures (ECCM); electronic countermeasure (ECM); sidelobe blanker (SLB); sidelobe canceler (SLC);
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2010.2077283