Title :
Improved pre-Doppler STAP algorithm for adaptive clutter nulling in airborne radars
Author :
Baranoski, Edward J.
Author_Institution :
Lincoln Lab., MIT, Lexington, MA, USA
fDate :
Oct. 30 1995-Nov. 1 1995
Abstract :
Many space-time adaptive processing (STAP) algorithms heave been proposed for clutter nulling in airborne radar systems. These algorithms use the spatio-temporal relationship of clutter to significantly reduce the degrees of freedom required by an adaptive processor. One significant family of algorithms is pre-Doppler (or adapt-then-filter), which involves adaptively processing small subsets of radar pulses and non-adaptively Doppler filtering the results. This paper presents a new pre-Doppler algorithm which offers significant performance improvements by allowing partial adaptivity of the constraint vector. The new approach provides improved SINR loss and narrower clutter notches.
Keywords :
airborne radar; SINR loss; adapt-then-filter algorithm; adaptive array; adaptive clutter nulling; adaptive processor; airborne radar; airborne radar systems; clutter notches; constraint vector; degrees of freedom reduction; nonadaptive Doppler filtering; partial adaptivity; preDoppler STAP algorithm; radar pulses; space-time adaptive processing; spatiotemporal relationship; Adaptive arrays; Airborne radar; Covariance matrix; Doppler radar; Filtering; Interference; Radar clutter; Signal to noise ratio; Spaceborne radar; Vectors;
Conference_Titel :
Signals, Systems and Computers, 1995. 1995 Conference Record of the Twenty-Ninth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-8186-7370-2
DOI :
10.1109/ACSSC.1995.540884