Title :
A robust space-time multiple-beam STAP algorithm
Author :
Fan, Xi-kun ; Yang, Fan
Author_Institution :
Telecommun. Eng. Inst., Air Force Eng. Univ., Xi´´an, China
Abstract :
Considering the limited sample support and computational complexity, the traditional localized STAP algorithms restrict adaptive processing in localized processing region and for the most part they have fixed system degrees of freedom (DOF). A new idea about the localized STAP algorithm which adjusting system DOFs adaptively with variable interference environment are presented, and some practical issues, such as performance metric selection, initial system DOFs selection and the recursion fast algorithm of weight are discussed. The validity of the research is proved by measurement data processing results. This algorithm is more robust in complicated interference environment, and it reduces large computational complexity and improves the performance of jammer suppression.
Keywords :
airborne radar; computational complexity; interference suppression; jamming; radar clutter; recursive estimation; space-time adaptive processing; computational complexity; fixed system DOF; initial system DOF selection; jammer suppression; localized STAP algorithms; localized processing region; measurement data processing; performance metric selection; recursion fast algorithm; restrict adaptive processing; robust space-time multiple-beam STAP algorithm; variable interference environment; Airborne radar; Clutter; Doppler effect; Jamming; Signal processing algorithms; AEW radar; STAP; anti-jamming; clutter suppression;
Conference_Titel :
Signal Processing Systems (ICSPS), 2010 2nd International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-6892-8
Electronic_ISBN :
978-1-4244-6893-5
DOI :
10.1109/ICSPS.2010.5555510