Signal Processing
Adaptive Detection With Bounded Steering Vectors Mismatch Angle
IEEE Transactions on Signal Processing
Performance of the adaptive sidelobe blanker detection algorithm inhomogeneous environments
IEEE Transactions on Signal Processing
Performance of a class of adaptive detection algorithms innonhomogeneous environments
IEEE Transactions on Signal Processing
IEEE Transactions on Signal Processing
Exact performance of STAP algorithms with mismatched steering andclutter statistics
IEEE Transactions on Signal Processing
Statistical analysis of the nonhomogeneity detector for non-Gaussian interference backgrounds
IEEE Transactions on Signal Processing
Adaptive beamformer orthogonal rejection test
IEEE Transactions on Signal Processing
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We consider the radar detection problem with adaptive arrays in practical situations where the training data differ from the test data due to surprise interference (non-homogeneous scenario). We develop a general 2-step detection and sidelobe blanking procedure which can be applied to any kind of adaptive weight vector. For sidelobe blanking a generalised adaptive guard channel is developed which is based on the outputs of all array channels. For setting the thresholds the known theoretical results for classical GLRT, AMF and ACE tests are used as initial values. For fine tuning we introduce the detection margin as a direction sensitive criterion against inhomogeneous interference. Simulations with various adaptive algorithms and adaptive guard channels verify the usefulness of this strategy to design the tests.