Modeling of Electromagnetic Waves using Statistical and Numerical Techniques
This paper presents a comparative study on the modeling of Electromagnetic (EM) waves using statistical and numerical techniques using MATLAB software. Authors focused only on amplitude modeling of EM waves at 0.25Hz frequency to seabed logging. Seabed logging is the process of detecting oil wel...
| Main Authors: | , , |
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| Format: | Book |
| Language: | English |
| Published: |
Springer Berlin / Heidelberg
2009
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| Subjects: | |
| Online Access: | http://scholars.utp.edu.my/id/eprint/2489/ http://scholars.utp.edu.my/id/eprint/2489/1/Modelling_of_EM_Waves_By_Stat_Num_%282%29.pdf |
| _version_ | 1848659258862731264 |
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| author | Daud, Hanita Yahya, Noorhana Asirvadam , Vijanth Sagayan |
| author_facet | Daud, Hanita Yahya, Noorhana Asirvadam , Vijanth Sagayan |
| author_sort | Daud, Hanita |
| building | UTP Institutional Repository |
| collection | Online Access |
| description | This paper presents a comparative study on the modeling of
Electromagnetic (EM) waves using statistical and numerical techniques using
MATLAB software. Authors focused only on amplitude modeling of EM
waves at 0.25Hz frequency to seabed logging. Seabed logging is the process of
detecting oil wells underneath the seabed by using the EM technology. The
models using statistical and numerical techniques have been developed and sum
square errors have been calculated and comparative studies have been made to
find the best technique. First order and second order regressions were used for
statistical models and polynomial curve fitting and spline interpolation were
used for numerical technique. Results from these techniques were compared
and we have found that spline interpolation gave the most fitted model to the
EM wave amplitude. |
| first_indexed | 2025-11-13T07:27:34Z |
| format | Book |
| id | oai:scholars.utp.edu.my:2489 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-13T07:27:34Z |
| publishDate | 2009 |
| publisher | Springer Berlin / Heidelberg |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:24892017-01-19T08:25:38Z http://scholars.utp.edu.my/id/eprint/2489/ Modeling of Electromagnetic Waves using Statistical and Numerical Techniques Daud, Hanita Yahya, Noorhana Asirvadam , Vijanth Sagayan HA Statistics This paper presents a comparative study on the modeling of Electromagnetic (EM) waves using statistical and numerical techniques using MATLAB software. Authors focused only on amplitude modeling of EM waves at 0.25Hz frequency to seabed logging. Seabed logging is the process of detecting oil wells underneath the seabed by using the EM technology. The models using statistical and numerical techniques have been developed and sum square errors have been calculated and comparative studies have been made to find the best technique. First order and second order regressions were used for statistical models and polynomial curve fitting and spline interpolation were used for numerical technique. Results from these techniques were compared and we have found that spline interpolation gave the most fitted model to the EM wave amplitude. Springer Berlin / Heidelberg 2009 Book PeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/2489/1/Modelling_of_EM_Waves_By_Stat_Num_%282%29.pdf Daud, Hanita and Yahya, Noorhana and Asirvadam , Vijanth Sagayan (2009) Modeling of Electromagnetic Waves using Statistical and Numerical Techniques. 0302-9743 (Print) 1611-3349 (Online), Volume . Springer Berlin / Heidelberg, Germany. ISBN 978-3-642- 05035-0 http://www.springerlink.com/content/240521501760185m/ |
| spellingShingle | HA Statistics Daud, Hanita Yahya, Noorhana Asirvadam , Vijanth Sagayan Modeling of Electromagnetic Waves using Statistical and Numerical Techniques |
| title | Modeling of Electromagnetic Waves using Statistical
and Numerical Techniques |
| title_full | Modeling of Electromagnetic Waves using Statistical
and Numerical Techniques |
| title_fullStr | Modeling of Electromagnetic Waves using Statistical
and Numerical Techniques |
| title_full_unstemmed | Modeling of Electromagnetic Waves using Statistical
and Numerical Techniques |
| title_short | Modeling of Electromagnetic Waves using Statistical
and Numerical Techniques |
| title_sort | modeling of electromagnetic waves using statistical
and numerical techniques |
| topic | HA Statistics |
| url | http://scholars.utp.edu.my/id/eprint/2489/ http://scholars.utp.edu.my/id/eprint/2489/ http://scholars.utp.edu.my/id/eprint/2489/1/Modelling_of_EM_Waves_By_Stat_Num_%282%29.pdf |