STUDY AND IMPLEMENTATION OF ACTIVE NOISE CONTROL FOR MAGNETIC RESONANCE IMAGING
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Date
2024-04-19
Authors
Skakova, Aktilek
Journal Title
Journal ISSN
Volume Title
Publisher
Nazarbayev University School of Engineering and Digital Sciences
Abstract
The objective of the Capstone Project is
to study and implement the technique
called Active Noise Control (ANC).
The project aims to develop an effec-
tive ANC system for biomedical appli-
cations, namely Magnetic Resonance
Imaging to reduce the noise levels
generated during the imaging process.
The project involved a combination of
theoretical study, modeling and sim-
ulation. The Benchmark ANC algo-
rithms (Filtered x-Least Mean square
(FxLMS), Filtered x-Normalized Least
Mean square (FxNLMS) and Fil-
tered x-Variable Step-Size Least Mean
square (FxVSSLMS) ) were studied to
further compare their effectiveness in
terms of the steady-state performance,
convergence rate and computational
complexities based on the computer
simulations.
Description
Keywords
Type of access: Open Access, Signal Processing, Active Noise Control, Magnetic Resonance Imaging
Citation
Skakova, A. (2024). Study and Implementation of Active Noise Control for Magnetic Resonance Imaging. Nazarbayev University School of Engineering and Digital Sciences