Title :
An adaptive beamforming method based on properties of cyclostationary signals
Author :
Wang, Rongbo ; Hou, Chaohuan
Author_Institution :
Inst. of Acoust., Chinese Acad. of Sci., Beijing, China
Abstract :
Blind beamforming, which consists of recovering signals only from observed instantaneous linear mixtures without a priori information about array manifold, is an important problem in many practical applications including radar, sonar, wireless communication and so on. For blind separation of cyclostationary signals encountered usually in communication, recently, reference [1] proposed a novel approach (ATH3) under the assumption that the cyclic correlation functions of signals are all real number. In this paper, we relaxed this assumption to signals with complex cyclic correlation functions, which is usually this case in practice, and proposed a method to accomplish blind adaptive beamforming. Several numerical simulations also are provided to illustrate the effectiveness of the proposed method.
Keywords :
array signal processing; blind source separation; correlation methods; ATH3; adaptive beamforming method; blind adaptive beamforming; blind beamforming; blind separation; cyclic correlation functions; cyclostationary signals; Array signal processing; Arrays; Correlation; Signal processing algorithms; Signal to noise ratio; array signal; blind adaptive beamforming; cyclic frequency; cyclostationary;
Conference_Titel :
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-5897-4
DOI :
10.1109/ICOSP.2010.5655124