An Improved OMP Algorithm for Enhancing the Anti-Interference Performance of Array Antennas
Mingyuan Gao,
Yan Zhang,
Yueyun Yu
et al.
Abstract:The demand for precise positioning in noisy environments has propelled the development of research on array antenna radar systems. Although the orthogonal matching pursuit (OMP) algorithm demonstrates superior performance in signal reconstruction, its application efficacy in noisy settings faces challenges. Consequently, this paper introduces an innovative OMP algorithm, DTM_OMP_ICA (a dual-threshold mask OMP algorithm based on independent component analysis), which optimizes the OMP signal reconstruction fram… Show more
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