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Optimization Capabilities of LMS and SMI Algorithm for Smart Antenna Systems

عنوان مقاله: Optimization Capabilities of LMS and SMI Algorithm for Smart Antenna Systems
شناسه ملی مقاله: JR_IJE-26-11_007
منتشر شده در شماره 11 دوره 26 فصل November در سال 1392
مشخصات نویسندگان مقاله:

a Udawat - Department of Electronics and Communication Engineering, Acropolis Technical Campus, RGPV, India
p.c sharma - Sushila Devi Bansal College of Technology, RGPV, India
s Katiyal - School of Electronics, DAVV, India

خلاصه مقاله:
In the present paper convergence characteristics of Sample Matrix Inversion (SMI) and Least Mean Square (LMS) adaptive beam-forming algorithms (ABFA) are compared for a Smart Antenna System(SAS) in a multipath environment. SAS are employed at base stations for radiating narrow beams atthe desired mobile users. The ABFA are incorporated in the digital signal processors for adjusting the weights to adjust the beam on the desired user and generate null in the direction of interferer. SMI and LMS algorithms are used with SAS for improving the performance of wireless communication systemby optimizing the radiation pattern according to the signal environment. This can enhance the coverage and capacity of the system in multipath environment by reducing the interference and noise. The data rate can be enhanced by mitigating fading due to cancellation of multipath components. In this paper,optimization capabilities of SMI and LMS are considered by changing the parameters. The results reveal improvement in gain, speed of convergence and reduction in side-lobe level

کلمات کلیدی:
Smart Antenna Systems,SMI,LMS,Angle of Arrival (AOA),Multipath,Array Factor

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/254988/