Title :
An optimal threshold for sidelobe control in adaptive beamforming using second-order cone programming
Author :
Lu, X. ; Wang, J. ; Kirlin, R. Lynn
Author_Institution :
Dept. of Electr. & Comput. Eng.,, Victoria Univ., BC, Canada
Abstract :
In high-frequency radar systems, it is difficult to directly apply conventional adaptive beamforming Io localize source signals due to the high sidelobes from the non-Gaussian distributed sea clutter. Suppressing the high sidelobe level is necessary to enhance the detection performance. There are several sidelobe control approaches formerly proposed, however, there performances all depend on an arbitrary preset threshold. In this paper we propose a new algorithm to obtain the optimal threshold (loading factor) and low sidelobes simultaneously and automatically. We also derive the inter-relationship among those sidelobe control approaches under the second-order cone formulation structure theory.
Keywords :
Gaussian noise; array signal processing; interference suppression; mathematical programming; radar signal processing; adaptive beamforming; high-frequency radar systems; interference ing; nonGaussian distributed sea clutter; second-order cone programming; sidelobe control; Adaptive control; Array signal processing; Automatic control; Clutter; Covariance matrix; Interference constraints; Optimal control; Programmable control; Radar detection; Sensor arrays;
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference on
Print_ISBN :
0-7803-8104-1
DOI :
10.1109/ACSSC.2003.1292046