This invention relates to the technical field of adaptive array
signal processing, and particularly to a direction-of-arrival (DOA)
estimation method based on an improved SAMP (Single
Amplifier Array) using
nested arrays. This method addresses the technical problems in the prior art. It involves incident a far-field
narrowband signal onto an extended nested array. Based on the
signal's position information, the array manifold matrix is obtained, leading to the array received
data matrix of the nested interpolated uniform array. Then, based on the characteristics of the
compressed sensing matrix, the array manifold is extended to obtain a DOA
estimation mathematical model. This model is input into an improved adaptive matched-tracking
algorithm to reconstruct the original input signal. Finally, the MUSIC
algorithm is used for spectral peak search. This method can accurately achieve DOA
estimation under conditions of small snapshots, low signal-to-
noise ratio, and source coherence; it has low computational complexity; it can accurately recover the source with relatively few samples; and it effectively improves the DOA estimation accuracy and spatial resolution of
nested arrays.