Title :
Initial weight computation method with rapid convergence for adaptive array antennas
Author :
Hara, Yoshitaka ; Fujita, Chihiro ; Kamio, Yukiyoshi
Author_Institution :
YRP Mobile Telecommun. Key Technol. Res. Labs. Co. Ltd., Kanagawa, Japan
Abstract :
This paper presents a rapid initial weight computation method for adaptive array antennas. The proposed method estimates a correlation matrix and a correlation vector, where the correlation matrix is estimated using not only received samples with the desired signal, but also those before starting the transmission of the desired signal. The proposed method reduces the number of known symbols required for weight convergence. Furthermore, the combined use of the proposed method and the decision-feedback minimum mean square error combining method significantly improves weight convergence. Numerical results show that the combined method converges an array with sixteen antennas by using less than ten known symbols.
Keywords :
adaptive antenna arrays; antenna theory; array signal processing; convergence of numerical methods; correlation methods; least mean squares methods; matrix algebra; adaptive array antenna; correlation matrix; correlation vector; decision-feedback minimum mean square error combining method; initial weight computation method; weight convergence; Adaptive arrays; Antenna arrays; Antennas and propagation; Convergence; Frequency synchronization; Interference; Mean square error methods; Receiving antennas; Signal to noise ratio; Wireless communication;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2004.837398