Cover Image

Modelling of Electromagnetic Wave Using Statistical/Numerical Approach

This paper reviews the problem statement, objectives, some background studies and methodology to be used in modelling Electromagnetic wave (EM wave) using the integrated programming language, MATLAB. This project is focusing on amplitude modelling of EM wave at frequency of 0.25 Hz using statisti...

Full description

Saved in:
Bibliographic Details
Main Author: Wan Mahamad, Wan Najwati
Format: Final Year Project
Language:English
Published: 2009
Online Access:http://utpedia.utp.edu.my/3282/1/0001.pdf
http://utpedia.utp.edu.my/3282/
Tags: Add Tag
No Tags, Be the first to tag this record!
id my-utp-utpedia.3282
record_format eprints
spelling my-utp-utpedia.32822017-01-25T09:44:06Z http://utpedia.utp.edu.my/3282/ Modelling of Electromagnetic Wave Using Statistical/Numerical Approach Wan Mahamad, Wan Najwati This paper reviews the problem statement, objectives, some background studies and methodology to be used in modelling Electromagnetic wave (EM wave) using the integrated programming language, MATLAB. This project is focusing on amplitude modelling of EM wave at frequency of 0.25 Hz using statistical and numerical approach. The significance of this project is that EM wave is one of the most recently used signal in communication and other technology nowadays. Therefore modelling of EM wave is widely required to do analysis and designing in computer. The objective of this project is to compare the EM wave models developed using statistical approaches and numerical approaches; in order to determine which method produce the best model. This estimated model is compared to the real data to determine the fitness of the model and to calculate the sum square error. The tools and equipment required in this project are computer and MATLAB software. The statistical approaches that are used in this project are first order and second order Regression Analysis. The numerical approaches used are Polynomial Curve Fitting and Spline Interpolation Technique. The coding of each method is saved in M-file to be executed in MATLAB. The results are observed and discussed from the resulting EM wave model using both approaches. At the end of this project, it can be seen that the numerical approach using Spline Interpolation Technique gave the most fitted model of the EM wave amplitude. 2009-06 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/3282/1/0001.pdf Wan Mahamad, Wan Najwati (2009) Modelling of Electromagnetic Wave Using Statistical/Numerical Approach. UNSPECIFIED. (Unpublished)
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Electronic and Digitized Intellectual Asset
url_provider http://utpedia.utp.edu.my/
language English
description This paper reviews the problem statement, objectives, some background studies and methodology to be used in modelling Electromagnetic wave (EM wave) using the integrated programming language, MATLAB. This project is focusing on amplitude modelling of EM wave at frequency of 0.25 Hz using statistical and numerical approach. The significance of this project is that EM wave is one of the most recently used signal in communication and other technology nowadays. Therefore modelling of EM wave is widely required to do analysis and designing in computer. The objective of this project is to compare the EM wave models developed using statistical approaches and numerical approaches; in order to determine which method produce the best model. This estimated model is compared to the real data to determine the fitness of the model and to calculate the sum square error. The tools and equipment required in this project are computer and MATLAB software. The statistical approaches that are used in this project are first order and second order Regression Analysis. The numerical approaches used are Polynomial Curve Fitting and Spline Interpolation Technique. The coding of each method is saved in M-file to be executed in MATLAB. The results are observed and discussed from the resulting EM wave model using both approaches. At the end of this project, it can be seen that the numerical approach using Spline Interpolation Technique gave the most fitted model of the EM wave amplitude.
format Final Year Project
author Wan Mahamad, Wan Najwati
spellingShingle Wan Mahamad, Wan Najwati
Modelling of Electromagnetic Wave Using Statistical/Numerical Approach
author_facet Wan Mahamad, Wan Najwati
author_sort Wan Mahamad, Wan Najwati
title Modelling of Electromagnetic Wave Using Statistical/Numerical Approach
title_short Modelling of Electromagnetic Wave Using Statistical/Numerical Approach
title_full Modelling of Electromagnetic Wave Using Statistical/Numerical Approach
title_fullStr Modelling of Electromagnetic Wave Using Statistical/Numerical Approach
title_full_unstemmed Modelling of Electromagnetic Wave Using Statistical/Numerical Approach
title_sort modelling of electromagnetic wave using statistical/numerical approach
publishDate 2009
url http://utpedia.utp.edu.my/3282/1/0001.pdf
http://utpedia.utp.edu.my/3282/
_version_ 1739831023908159488
score 13.211869

Similar Items