TELKOMNIKA Telecommunication Computing Electronics and Control
Efficient combined fuzzy logic and LMS algorithm for smart antenna
Dublin Core
Title
TELKOMNIKA Telecommunication Computing Electronics and Control
Efficient combined fuzzy logic and LMS algorithm for smart antenna
Efficient combined fuzzy logic and LMS algorithm for smart antenna
Subject
Fuzzy logic
LMS algorithm
Smart antenna
LMS algorithm
Smart antenna
Description
The smart antennas are broadly used in wireless communication. The least
mean square (LMS) algorithm is a procedure that is concerned in controlling
the smart antenna pattern to accommodate specified requirements such as
steering the beam toward the desired signal, in addition to placing the deep
nulls in the direction of unwanted signals. The conventional LMS (C-LMS)
has some drawbacks like slow convergence speed besides high steady state
fluctuation error. To overcome these shortcomings, the present paper adopts
an adaptive fuzzy control step size least mean square (FC-LMS) algorithm to
adjust its step size. Computer simulation outcomes illustrate that the given
model has fast convergence rate as well as low mean square error steady state.
mean square (LMS) algorithm is a procedure that is concerned in controlling
the smart antenna pattern to accommodate specified requirements such as
steering the beam toward the desired signal, in addition to placing the deep
nulls in the direction of unwanted signals. The conventional LMS (C-LMS)
has some drawbacks like slow convergence speed besides high steady state
fluctuation error. To overcome these shortcomings, the present paper adopts
an adaptive fuzzy control step size least mean square (FC-LMS) algorithm to
adjust its step size. Computer simulation outcomes illustrate that the given
model has fast convergence rate as well as low mean square error steady state.
Creator
Mohammed Hussein Miry, Ali Hussien Mary
Source
http://telkomnika.uad.ac.id
Date
Feb 16, 2023
Contributor
peri irawan
Format
pdf
Language
english
Type
text
Files
Collection
Citation
Mohammed Hussein Miry, Ali Hussien Mary, “TELKOMNIKA Telecommunication Computing Electronics and Control
Efficient combined fuzzy logic and LMS algorithm for smart antenna,” Repository Horizon University Indonesia, accessed February 5, 2025, https://repository.horizon.ac.id/items/show/4597.
Efficient combined fuzzy logic and LMS algorithm for smart antenna,” Repository Horizon University Indonesia, accessed February 5, 2025, https://repository.horizon.ac.id/items/show/4597.