Spectrum averaging in a MIMO FMCW maritime radar for a small fluctuating target range estimation

Detection of a small maritime target has been challenging in radar signal processing due to the object size near the water surface. This paper provides an alternative detection method for a small fluctuating target by deploying a frequency modulated continuous waveform (FMCW) in a multiple-input mul...

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Main Authors: Abd. Rashid, Nur Emileen, Zainuddin, Suraya, Ibrahim, Idnin Pasya, Raja Abdullah, Raja Syamsul Azmir, Ismail Khan, Zuhani
Format: Article
Language:English
Published: Taylor's University 2022
Online Access:http://eprints.utem.edu.my/id/eprint/26509/2/17_5_23.pdf
http://eprints.utem.edu.my/id/eprint/26509/
http://jestec.taylors.edu.my/Vol%2017%20Issue%205%20October%202022/17_5_23.pdf
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spelling my.utem.eprints.265092023-04-12T10:17:27Z http://eprints.utem.edu.my/id/eprint/26509/ Spectrum averaging in a MIMO FMCW maritime radar for a small fluctuating target range estimation Abd. Rashid, Nur Emileen Zainuddin, Suraya Ibrahim, Idnin Pasya Raja Abdullah, Raja Syamsul Azmir Ismail Khan, Zuhani Detection of a small maritime target has been challenging in radar signal processing due to the object size near the water surface. This paper provides an alternative detection method for a small fluctuating target by deploying a frequency modulated continuous waveform (FMCW) in a multiple-input multiple-output (MIMO) configuration. The work proposed a MIMO FMCW radar with a frequency offset between transmitted sub-bands, and the spectrum averaging (SA) scheme to combine the multiple received signals. A MIMO with an equal number of transmit and receive nodes were employed, and transceivers were co-located. The frequency-offset introduced an interval band between MIMO sub-signals to avoid interference and overlapping. The work observed range error parameters of a small fluctuating target. The result reveals that applying the SA with and without an interval band produced a better performance against signal-to-noise ratio (SNR) in terms of probability of range error and range error mean, through numerical simulations and experiments. However, MIMO caused an incremental computational complexity with the number of nodes based on Fast Fourier Transform (FFT) algorithm Taylor's University 2022-10 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/26509/2/17_5_23.pdf Abd. Rashid, Nur Emileen and Zainuddin, Suraya and Ibrahim, Idnin Pasya and Raja Abdullah, Raja Syamsul Azmir and Ismail Khan, Zuhani (2022) Spectrum averaging in a MIMO FMCW maritime radar for a small fluctuating target range estimation. Journal Of Engineering Science And Technology, 17 (5). pp. 3342-3359. ISSN 1823-4690 http://jestec.taylors.edu.my/Vol%2017%20Issue%205%20October%202022/17_5_23.pdf
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
description Detection of a small maritime target has been challenging in radar signal processing due to the object size near the water surface. This paper provides an alternative detection method for a small fluctuating target by deploying a frequency modulated continuous waveform (FMCW) in a multiple-input multiple-output (MIMO) configuration. The work proposed a MIMO FMCW radar with a frequency offset between transmitted sub-bands, and the spectrum averaging (SA) scheme to combine the multiple received signals. A MIMO with an equal number of transmit and receive nodes were employed, and transceivers were co-located. The frequency-offset introduced an interval band between MIMO sub-signals to avoid interference and overlapping. The work observed range error parameters of a small fluctuating target. The result reveals that applying the SA with and without an interval band produced a better performance against signal-to-noise ratio (SNR) in terms of probability of range error and range error mean, through numerical simulations and experiments. However, MIMO caused an incremental computational complexity with the number of nodes based on Fast Fourier Transform (FFT) algorithm
format Article
author Abd. Rashid, Nur Emileen
Zainuddin, Suraya
Ibrahim, Idnin Pasya
Raja Abdullah, Raja Syamsul Azmir
Ismail Khan, Zuhani
spellingShingle Abd. Rashid, Nur Emileen
Zainuddin, Suraya
Ibrahim, Idnin Pasya
Raja Abdullah, Raja Syamsul Azmir
Ismail Khan, Zuhani
Spectrum averaging in a MIMO FMCW maritime radar for a small fluctuating target range estimation
author_facet Abd. Rashid, Nur Emileen
Zainuddin, Suraya
Ibrahim, Idnin Pasya
Raja Abdullah, Raja Syamsul Azmir
Ismail Khan, Zuhani
author_sort Abd. Rashid, Nur Emileen
title Spectrum averaging in a MIMO FMCW maritime radar for a small fluctuating target range estimation
title_short Spectrum averaging in a MIMO FMCW maritime radar for a small fluctuating target range estimation
title_full Spectrum averaging in a MIMO FMCW maritime radar for a small fluctuating target range estimation
title_fullStr Spectrum averaging in a MIMO FMCW maritime radar for a small fluctuating target range estimation
title_full_unstemmed Spectrum averaging in a MIMO FMCW maritime radar for a small fluctuating target range estimation
title_sort spectrum averaging in a mimo fmcw maritime radar for a small fluctuating target range estimation
publisher Taylor's University
publishDate 2022
url http://eprints.utem.edu.my/id/eprint/26509/2/17_5_23.pdf
http://eprints.utem.edu.my/id/eprint/26509/
http://jestec.taylors.edu.my/Vol%2017%20Issue%205%20October%202022/17_5_23.pdf
_version_ 1762965508504682496
score 13.18916