DocumentCode :
2980630
Title :
Realization and comparison of QRD algorithms for STAP
Author :
Bin, Shang ; Shaohong, Li ; Yi, Ren ; Jingsheng, Li
Author_Institution :
China Aviation Ind. Corp. I, BeiHang Univ., Beijing, China
fYear :
2009
fDate :
26-30 Oct. 2009
Firstpage :
306
Lastpage :
309
Abstract :
For space time adaptive processing of airborne multichannel array radar, the computation load of calculating weighting vector is the heaviest. With sample matrix inversion (SMI) algorithm, QR decomposition usually is used to calculate weighting vectors. Four types of QR decomposition algorithm, Gram-Schmidt, modified Gram-Schmidt, Householder transform and Givens rotation, were studied in this paper. Through realization with ADSP-TS201, the computation efficiency and numerical stability of these four algorithms were compared. The realization results were validated with simulated multi-channel echo data.
Keywords :
airborne radar; matrix inversion; space-time adaptive processing; ADSP-TS201; Gram-Schmidt algorithm; QR decomposition algorithm; QRD algorithms; airborne multichannel array radar; householder transform; modified Gram-Schmidt algorithm; multichannel echo data; sample matrix inversion algorithm; space time adaptive processing; weighting vector; Adaptive arrays; Airborne radar; Clutter; Computational modeling; Covariance matrix; Equations; Matrices; Matrix decomposition; Numerical stability; Signal processing algorithms; Multi-Channel Array Radar; QR decomposition; STAP;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Synthetic Aperture Radar, 2009. APSAR 2009. 2nd Asian-Pacific Conference on
Conference_Location :
Xian, Shanxi
Print_ISBN :
978-1-4244-2731-4
Electronic_ISBN :
978-1-4244-2732-1
Type :
conf
DOI :
10.1109/APSAR.2009.5374155
Filename :
5374155
Link To Document :
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