The invention discloses an adaptive intelligent integration detection method of a
radar range extension target and belongs to the
radar signal processing field. The adaptive intelligent integration detection method of the
radar range extension target aims at overcoming the defects that the existing range extension target statistical detection method is poor in adaptive capability to the
clutter and target environment and the like under the condition of the unknown
clutter background. According to the adaptive intelligent integration detection method of the radar range extension target, normalized
processing is performed on a radar echo one-dimensional range profile, integration optimization is performed through
data domain description characteristics of a
clutter one-dimensional range profile, a detection method of the
constant false alarm rate of a one-class
support vector machine is established, a kernel function parameter is adjusted to ensure
constant false alarm rate characteristics of the detection method, and a clutter
database is updated according to a detection result; statistical modeling does not need to be performed on the clutter background; the detection method is suitable for the positive and
negative sample quantity seriously asymmetrical radar target detection environment; the
false alarm control capability is strong, the computation is less, the
engineering implementation is convenient, and the popularization and application value is high.