Title :
Iterative Adaptive Approach for wide-band active sonar array processing
Author :
Chen, Zhaofu ; Li, Jian ; Stoica, Petre ; Lo, Kam W.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Florida, Gainesville, FL, USA
Abstract :
Sector scan sonars can be used for detection and identification of man-made objects located on the sea floor. Wide-band acoustic signals are employed in this kind of sonar system to enhance range resolution. The conventional delay-and-sum beamformer (CBF) produces sonar images with high sidelobe levels and poor angular resolution. Adaptive beamforming algorithms together with spatial resampling can be applied to mitigate this problem. The algorithm “Spatial Processing: Optimized and Constrained” (SPOC), used in a recent work, is studied herein and shown to be identical to the basic form of the FOCal Underdetermined System Solver (FOCUSS) algorithm. A recently developed algorithm, the Iterative Adaptive Approach (IAA), is proposed for this sonar application and various implementation issues are discussed. Experimental results show that the IAA algorithm produces better sonar images than the CBF and Minimum Variance Distortionless Response (MVDR) algorithms in terms of sidelobe suppression and angular resolution. Compared with SPOC, IAA provides clearer acoustic highlights of the imaged object and a higher density of pixels representing the object.
Keywords :
acoustic signal processing; adaptive signal processing; array signal processing; iterative methods; object detection; sonar detection; sonar imaging; FOCUSS algorithm; IAA algorithm; MVDR algorithms; SPOC algorithm; adaptive beamforming algorithms; angular resolution; delay-and-sum beamformer; focal underdetermined system solver algorithm; iterative adaptive approach; man-made object identification; minimum variance distortionless response algorithms; object detection; range resolution; sector scan sonars; sidelobe levels; sidelobe suppression; sonar images; spatial processing optimized and constrained algorithm; spatial resampling; wideband acoustic signals; wideband active sonar array processing; Arrays; Covariance matrix; Sensors; Smoothing methods; Sonar equipment; Spatial resolution;
Conference_Titel :
OCEANS 2010 IEEE - Sydney
Conference_Location :
Sydney, NSW
Print_ISBN :
978-1-4244-5221-7
Electronic_ISBN :
978-1-4244-5222-4
DOI :
10.1109/OCEANSSYD.2010.5603915