Title :
Robust adaptive beamforming: an overview of recent trends and advances in the field
Author_Institution :
Dept. of Commun. Syst., Gerhard Mercator Univ., Duisburg, Germany
Abstract :
In recent decades, adaptive arrays have been widely used in sonar, radar, wireless communications, microphone array speech processing, medical imaging and other fields. In practical array systems, traditional adaptive beamforming algorithms are known to degrade if some of exploited assumptions on the environment, sources, or antenna array become wrong or imprecise. Therefore, the robustness of adaptive beamforming techniques against environmental and array imperfections and uncertainties is one of the key issues. In this paper, we present an overview of recent trends and advances in the field of robust adaptive beamforming.
Keywords :
adaptive signal processing; array signal processing; optimisation; ad hoc modifications; adaptive arrays; adaptive beamforming algorithms; array imperfections; array response mismatch; diagonal loading; environmental imperfections; robust adaptive beamforming; uncertainty set; worst-case performance optimization; Adaptive arrays; Antenna arrays; Array signal processing; Microphone arrays; Radar antennas; Radar imaging; Robustness; Sonar; Speech processing; Wireless communication;
Conference_Titel :
Antenna Theory and Techniques, 2003. 4th International Conference on
Print_ISBN :
0-7803-7881-4
DOI :
10.1109/ICATT.2003.1239145