Title :
Adaptive array beamforming based on an efficient technique
Author :
Yu, Shiann-Jeng ; Lee, Ju-Hong
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fDate :
8/1/1996 12:00:00 AM
Abstract :
This paper presents a new processing technique for adaptive array beamforming. We first properly decompose the optimal weight vector associated with the original array beamformer into several adaptive weight subvectors. An adaptive algorithm based on the conventional RLS algorithm is derived to update the weight subvectors. The required computational complexity is also evaluated for the proposed technique. The convergence rate of the proposed technique is mainly affected by the size of the largest weight subvector. Faster convergence speed and less array sensitivity to the pointing errors can be achieved by using the proposed technique. Several simulation results are included for illustration and comparison
Keywords :
adaptive antenna arrays; array signal processing; computational complexity; convergence of numerical methods; interference suppression; least squares approximations; linear antenna arrays; recursive estimation; RLS algorithm; adaptive algorithm; adaptive array beamforming; adaptive arrays; adaptive weight subvectors; array beamformer; array sensitivity; computational complexity; convergence rate; convergence speed; generalised sidelobe canceller; interference cancellation; linear periodic array; optimal weight vector; pointing errors; processing technique; simulation results; weight subvectors updating; Adaptive algorithm; Adaptive arrays; Array signal processing; Chromium; Computational complexity; Computational modeling; Convergence; Interference cancellation; Sensor arrays; Signal processing;
Journal_Title :
Antennas and Propagation, IEEE Transactions on