The invention discloses a
frequency agility radar target detection method and
system based on a dimension reduction model, and relates to the related field of
radar signal processing, and the method comprises the steps: executing the down-conversion
processing of an
echo signal, carrying out the
pulse compression processing of a down-conversion
signal, carrying out the
constant false alarm rate processing, and extracting a
target range gate phase sequence; constructing a
diagonal matrix, a distance-dimensional basis matrix, a speed-dimensional basis matrix and a unit
diagonal matrix, and configuring a dimension reduction matrix; a semi-secondary splitting method is adopted to convert the dimension reduction matrix into an unconstrained form, then an auxiliary variable matrix is introduced, a distance-speed joint
estimation result matrix and the auxiliary variable matrix are initialized, iterative updating is executed until convergence is achieved, and the distance-speed joint
estimation result matrix is output; and establishing a
radar detection
signal, and generating a target detection result. The technical problems that
response delay exists in existing
frequency agility radar target detection, and the efficiency and practicability of a radar
system are affected are solved, and the technical effects of improving the response speed and improving the
radar detection efficiency and practicability are achieved.