Title :
Beamspace adaptive beamforming based on principle component analysis
Author :
Yu, Lei ; Liu, Wei ; Langley, Richard
Author_Institution :
Commun. Res. Group, Univ. of Sheffield, Sheffield
Abstract :
A novel adaptive beamforming method is proposed without the knowledge of the direction of arrival of the signal of interest. It is a combination of the traditional beamspace processing method and a recently proposed technique called ldquodomain weighted principal component analysis (DW-PCA)rdquo and can be applied to the case where the signal of interest is stronger than the interfering signals in both single-path and multi-path environments. Its effectiveness is verified by simulation results.
Keywords :
array signal processing; principal component analysis; DW-PCA; beamspace adaptive beamforming; beamspace processing method; domain weighted principal component analysis; multipath environments; signal interference; Adaptive arrays; Adaptive systems; Array signal processing; Direction of arrival estimation; Principal component analysis; Robustness; Sensor arrays; Signal analysis; Signal processing; Smoothing methods; adaptive systems; array signal processing; multipath channels;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop, 2008. SAM 2008. 5th IEEE
Conference_Location :
Darmstadt
Print_ISBN :
978-1-4244-2240-1
Electronic_ISBN :
978-1-4244-2241-8
DOI :
10.1109/SAM.2008.4606882