Title :
A new cost function for adaptive beamforming using cyclostationary signal properties
Author :
Castedo, Luis ; Tseng, Ching-Yih ; Griffiths, Lloyd J.
Author_Institution :
DSSR, ETSI Telecommun., Ciudad Univ., Madrid, Spain
Abstract :
A new cost function is proposed for adaptive beamforming that exploits the property of cyclostationary signals to generate spectral lines by use of a particular class of nonlinear transformations. Analysis results are presented which demonstrate that the beamformer can extract the desired signal using only the information from the spectral lines. It is also shown that interference can be eliminated even when it exhibits the same cyclostationary properties as the desired signal. This new approach is particularly useful for continuous adaptive implementation since the optimal weights can be computed using a simple stochastic gradient algorithm.<>
Keywords :
adaptive systems; array signal processing; interference suppression; stochastic processes; adaptive beamforming; continuous adaptive implementation; cost function; cyclostationary signal properties; nonlinear transformations; stochastic gradient algorithm;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1993. ICASSP-93., 1993 IEEE International Conference on
Conference_Location :
Minneapolis, MN, USA
Print_ISBN :
0-7803-7402-9
DOI :
10.1109/ICASSP.1993.319650