Title :
Adaptive beamforming with near-instantaneous convergence for matched filter processing
Author :
Dhanatltwari, A.C. ; Stergiopoulos, S. ; Phillips, W. ; Robertson, W.
Author_Institution :
Dept. of Electr. Eng., Tech. Univ. Nova Scotia, Halifax, NS, Canada
Abstract :
We have investigated the implementation of relatively new broadband adaptive processing schemes in line array sonar systems with passive and active capabilities. We provide details of the investigation of adaptive beamforming schemes with and instantaneous convergence for matched filter processing. These schemes include a so-called memoryless generalised sidelobe canceller (GSC) beamformer and a coherent broadband adaptive algorithm that is based on a space-time statistic called the steered covariance matrix. Application results from synthetic and real experimental data show that the adaptive processing schemes provide continuous beam time series at the input of a matched filter. In addition, the adaptive beam time series have sufficient temporal coherence and correlate with the reference FM signals of active sonars, which indicates that the algorithms have achieved near-instantaneous convergence
Keywords :
adaptive signal processing; array signal processing; convergence of numerical methods; correlation methods; covariance matrices; filtering theory; frequency modulation; matched filters; sonar arrays; sonar signal processing; time series; active sonar systems; adaptive beam time series; adaptive beamforming; broadband adaptive processing; coherent broadband adaptive algorithm; continuous beam time series; correlation; experimental data; line array sonar systems; matched filter processing; memoryless generalised sidelobe canceller; near-instantaneous convergence; passive sonar systems; reference FM signals; space-time statistic; steered covariance matrix; temporal coherence; Array signal processing; Convergence; Covariance matrix; Frequency; Matched filters; Radar signal processing; Sensor arrays; Signal processing algorithms; Sonar equipment; Synthetic aperture sonar;
Conference_Titel :
Electrical and Computer Engineering, 1996. Canadian Conference on
Conference_Location :
Calgary, Alta.
Print_ISBN :
0-7803-3143-5
DOI :
10.1109/CCECE.1996.548245