Title :
New accelerated adaptive beamforming algorithm
Author :
Saitoh, Hideki ; Sano, Akira
Author_Institution :
Dept. of Syst. Design Eng., Keio Univ., Yokohama, Japan
Abstract :
This paper is concerned with a new accelerated RLS adaptive beamforming algorithm applied to fast moving mobile terminals. The proposed algorithm is based on the internal model principle by approximately expressing the parameter changes in terms of polynomial time functions, and can rapidly track the multipath fading environment. We show that the amount of calculation of the proposed algorithm is almost the same as that of the ordinary RLS adaptive beam-forming, and its effectiveness is examined in numerical simulations.
Keywords :
adaptive antenna arrays; adaptive signal processing; array signal processing; fading channels; least squares approximations; mobile antennas; mobile communication; multipath channels; polynomial approximation; recursive estimation; RLS adaptive beamforming algorithm; fast moving mobile terminal; internal model principle; multipath fading environment; numerical simulation; polynomial time function; recursive least square; Acceleration; Adaptive arrays; Antenna arrays; Array signal processing; Design engineering; Estimation error; Fading; Polynomials; Resonance light scattering; Systems engineering and theory;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2004
Print_ISBN :
0-7803-8545-4
DOI :
10.1109/SAM.2004.1502916