Title :
A Comparative Study of Adaptive Beamforming Techniques in Smart Antenna Using LMS Algorithm and Its Variants
Author :
Senapati, Anupama ; Ghatak, Kaustabh ; Roy, Jibendu Sekhar
Author_Institution :
Sch. of Electron. Eng., KIIT Univ., Bhubaneswar, India
Abstract :
This paper presents a comparative study of beam forming techniques using least mean square (LMS) algorithm and its variants, like, normalized least mean square (NLMS) algorithm and sign least mean square (SLMS) algorithm. The accuracy of beam generation toward the direction of arrival (DoA) and null generation toward the interferer, depends on the value of step size parameter used in the algorithm. Beam width and side lobe levels (SLL) are also compared for these three algorithms.
Keywords :
adaptive antenna arrays; direction-of-arrival estimation; least mean squares methods; DoA; LMS algorithm; adaptive beamforming techniques; antenna array; direction of arrival; normalized least mean square algorithm; null generation; side lobe levels; sign least mean square algorithm; smart antenna; Adaptive arrays; Array signal processing; Arrays; Directive antennas; Least squares approximations; Mobile antennas; LMS algorithm; beamforming; smart antenna; variants of LMS algorithm;
Conference_Titel :
Computational Intelligence and Networks (CINE), 2015 International Conference on
Conference_Location :
Bhubaneshwar
Print_ISBN :
978-1-4799-7548-8
DOI :
10.1109/CINE.2015.21