Title :
Robust Adaptive Beamforming for Multi-Path Environment Based on Domain Weighted PCA
Author :
Yu, Lei ; Liu, Wei ; Langley, Richard
Author_Institution :
Electr. Eng. Univ. of Sheffield, Sheffield
Abstract :
Severe signal cancellation often occurs in conventional adaptive beam- forming if coherent signals, caused by multipath propagation, are present. To overcome this problem, a recently proposed robust adaptive beamforming technique is extended to this case, where a channel with an increased signal to interference plus noise ratio is first generated and then enhanced, and thereafter a principle component analysis operation is performed on the new set of data with the sig nal of interest being its largest component. Our simulations verify its effectiveness in its application to the multipath environment.
Keywords :
array signal processing; principal component analysis; adaptive beamforming; domain weighted PCA; multipath environment; principal component analysis; signal cancellation; Array signal processing; Interference; Noise cancellation; Noise generators; Noise robustness; Principal component analysis; Signal analysis; Signal generators; Signal to noise ratio; Working environment noise; adaptive beamforming; multipath; principle component analysis;
Conference_Titel :
Digital Signal Processing, 2007 15th International Conference on
Conference_Location :
Cardiff
Print_ISBN :
1-4244-0882-2
Electronic_ISBN :
1-4244-0882-2
DOI :
10.1109/ICDSP.2007.4288526