Robust sparse recovery STAP method and system based on alternating direction method of multipliers
A technology of alternating direction multipliers and sparse recovery, applied in radio wave measurement systems, instruments and other directions, can solve the problem of accuracy affecting target detection performance, etc., to improve radar system clutter suppression and target detection capabilities, improve performance, overcome The effect of severe performance degradation
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[0035] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.
[0036] The technical solution provided by the invention first establishes a signal sparse model under the array amplitude and phase error, and then utilizes the sparsity of the clutter and the target power spectrum to add constraints to the array amplitude and phase error, based on the Alternating Direction Method of Multipliers , ADM) transforms the traditional sparsity-based STAP problem into an optimization problem of jointly estimating the clutter (or clutter plus target) angle-Doppler image and array amplitude and phase error, and solves the optimization problem to obtain the angle-Doppler imag...
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