Title :
Coherent interference suppression with an adaptive array using spatial affine projection algorithm
Author :
Zheng, Yahong R. ; Goubran, Rafik A. ; El-Tanany, Mohamed
Author_Institution :
Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, Ont., Canada
Abstract :
This paper proposes a new algorithm, namely the spatial affine projection (SAP) algorithm, for adaptive array beamforming in the presence of multiple coherent interferers. The SAP algorithm applies the affine projection (AP) algorithm to adaptive beamformers in the space domain. Combining the decorrelation property of the AP algorithm with that of the spatial smoothing (SS) algorithm, the SAP algorithm achieves coherent interference suppression and fast convergence simultaneously. Computer simulation shows that the SAP algorithm incorporating a subtractive preprocessor (SP) outperforms the existing algorithms by placing deeper nulls and converging faster. The convergence of the SAP algorithm is comparable to that of the SS scheme using the RLS algorithm while the computational complexity of the SAP algorithm is close to that of the SS scheme using the normalized LMS algorithm
Keywords :
adaptive antenna arrays; array signal processing; computational complexity; convergence of numerical methods; decorrelation; interference suppression; least mean squares methods; linear antenna arrays; radiofrequency interference; smoothing methods; RLS algorithm; adaptive array beamforming; adaptive beamformers; coherent interference suppression; computational complexity; computer simulation; decorrelation property; fast convergence; linear antenna array; multiple coherent interferers; normalized LMS algorithm; space domain; spatial affine projection algorithm; spatial smoothing algorithm; subtractive preprocessor; Adaptive arrays; Array signal processing; Computational complexity; Computer simulation; Convergence; Decorrelation; Interference suppression; Least squares approximation; Resonance light scattering; Smoothing methods;
Conference_Titel :
Vehicular Technology Conference, 2000. IEEE-VTS Fall VTC 2000. 52nd
Conference_Location :
Boston, MA
Print_ISBN :
0-7803-6507-0
DOI :
10.1109/VETECF.2000.886639