Title :
Algorithm development for an airborne real-time STAP demonstration
Author :
Brown, Russel ; Linderman, Richard
Author_Institution :
Rome Lab., Rome, NY, USA
Abstract :
A description of STAP algorithms used in the May 1996 Real Time Multichannel Airborne Radar Measurement (RT-MCARM) program is presented. The system collected and processed IF sampled data from 16 phased array radar receiver channels, performing IF to baseband conversion, Doppler processing, adaptive clutter cancellation, pulse compression, and formation of multiple receive beams within an intentionally broadened transmit beam. Selective PRI stagger was implemented in Doppler regions of strong clutter to provide increased cancellation. An innovative method of adaptation with variable beam constraints was developed, which allows preservation of target phase across boundaries between range intervals with differing clutter statistics. In addition to improved angle estimation compared to unconstrained adaptive processing, the constraint makes it possible to perform pulse compression after beamforming thereby reducing the computational requirements
Keywords :
adaptive signal processing; airborne radar; antenna phased arrays; array signal processing; direction-of-arrival estimation; interference suppression; phased array radar; pulse compression; radar antennas; radar applications; radar clutter; radar computing; radar receivers; radar signal processing; real-time systems; Doppler processing; Doppler regions; IF sampled data collection; IF sampled data processing; IF to baseband conversion; STAP algorithms; adaptive clutter cancellation; airborne real-time STAP demonstration; algorithm development; angle estimation; beamforming; broadened transmit beam; clutter cancellation; clutter statistics; high performance computer; multiple receive beams formation; phased array radar receiver channels; pulse compression; range intervals; real time multichannel airborne radar measurement; selective PRI stagger; target phase; unconstrained adaptive processing; variable beam constraints; Array signal processing; Doppler radar; Frequency; Phased arrays; Pulse compression methods; Radar clutter; Shape; Signal processing algorithms; Statistics; Training data;
Conference_Titel :
Radar Conference, 1997., IEEE National
Conference_Location :
Syracuse, NY
Print_ISBN :
0-7803-3731-X
DOI :
10.1109/NRC.1997.588331