Title :
Non-linear, adaptive array processing for underwater source localization and sonar interference suppression
Author :
Hoppe, Elizabeth ; Roan, Michael
Author_Institution :
Virginia Polytech. Inst. & State Univ., Blacksburg, VA, USA
Abstract :
A method is introduced where blind source separation (BSS) of acoustical sources is combined with spatial processing to remove non-Gaussian, broadband interferers from space-time displays such as bearing track recorder (BTR) displays. This differs from standard techniques such as placing nulls in the direction of interferers. The algorithm performance is compared to adaptive beamforming techniques, such as minimum variance distortionless response beamforming (MVDR). Simulations and experiments using two acoustic sources were run to verify algorithm performance.
Keywords :
acoustic signal processing; array signal processing; blind source separation; independent component analysis; interference (signal); interference suppression; sonar signal processing; BSS; ICA algorithm; acoustical sources; adaptive array processing; blind source separation; broadband interference removal; nonlinear array processing; sonar interference suppression; space-time displays; spatial processing; underwater source localization; Adaptive arrays; Array signal processing; Blind source separation; Covariance matrix; Displays; Independent component analysis; Interference suppression; Sensor arrays; Sonar equipment; Source separation;
Conference_Titel :
OCEANS 2009 - EUROPE
Conference_Location :
Bremen
Print_ISBN :
978-1-4244-2522-8
Electronic_ISBN :
978-1-4244-2523-5
DOI :
10.1109/OCEANSE.2009.5278230