A low complex adaptive algorithm for antenna beam steering

An adaptive antenna system consists of a combination of multiple antenna elements with a signal-processing capability to optimize its radiation and/or reception pattern automatically in response to the signal environment. In a telecommunication system, adaptive antenna system is the port through whi...

Full description

Saved in:
Bibliographic Details
Main Authors: Rahman, Md Zia Ur, Kumar, V. Ajay, Karthik, G. V. S.
Format: Conference Proceeding
Language:English
Subjects:
Adaptive arrays
Adaptive systems
BBNLMS
Convergence
Convergence Rate
Interference
Least squares approximation
LMS
Signal processing algorithms
Smart antenna
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:An adaptive antenna system consists of a combination of multiple antenna elements with a signal-processing capability to optimize its radiation and/or reception pattern automatically in response to the signal environment. In a telecommunication system, adaptive antenna system is the port through which radio frequency (RF) energy is coupled from the transmitter to the environment and, in reverse, to the receiver from the environment. In this paper, an efficient and simple adaptive beam steering technique is presented. The proposed method is based on Least Mean Square (LMS) algorithm, provides a comprehensive and detailed treatment of the signal model used for beam forming. In order to improve the convergence rate of LMS algorithm in smart antenna system, this paper proposes the Block Based Normalized LMS (BBNLMS) algorithm. The performance of the BNLMS algorithm in the presence of Multi path effects and multiple users is analyzed using MATLAB simulations. Simulation results confirm that the convergence rate and error reduction of BBNLMS is superior than conventional LMS algorithm.
DOI:10.1109/ICSCCN.2011.6024567