A small vessel detection using a co-located multi-frequency FMCW MIMO radar

Small vessels detection is a known issue due to its low radar cross section (RCS). An existing shore-based vessel tracking radar is for long-distance commercial vessels detection. Meanwhile, a vessel-mounted radar system known for its reliability has a limitation due to its single radar coverage. Th...

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Published in:International Journal of Electrical and Computer Engineering
Main Author: Zainuddin S.; Rashid N.E.A.; Pasya I.; Abdullah R.S.A.R.; Cengiz K.
Format: Article
Language:English
Published: Institute of Advanced Engineering and Science 2021
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85111134977&doi=10.11591%2fijece.v11i6.pp5144-5152&partnerID=40&md5=eb359a0501c7462d95e59df5480186f8
id 2-s2.0-85111134977
spelling 2-s2.0-85111134977
Zainuddin S.; Rashid N.E.A.; Pasya I.; Abdullah R.S.A.R.; Cengiz K.
A small vessel detection using a co-located multi-frequency FMCW MIMO radar
2021
International Journal of Electrical and Computer Engineering
11
6
10.11591/ijece.v11i6.pp5144-5152
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85111134977&doi=10.11591%2fijece.v11i6.pp5144-5152&partnerID=40&md5=eb359a0501c7462d95e59df5480186f8
Small vessels detection is a known issue due to its low radar cross section (RCS). An existing shore-based vessel tracking radar is for long-distance commercial vessels detection. Meanwhile, a vessel-mounted radar system known for its reliability has a limitation due to its single radar coverage. The paper presented a co-located frequency modulated continuous waveform (FMCW) maritime radar for small vessel detection utilising a multiple-input multiple-output (MIMO) configuration. The radar behaviour is numerically simulated for detecting a Swerling 1 target which resembles small maritime's vessels. The simulated MIMO configuration comprised two transmitting and receiving nodes. The proposal is to utilize a multi-frequency FMCW MIMO configuration in a maritime environment by applying the spectrum averaging (SA) to fuse MIMO received signals for range and velocity estimation. The analysis was summarised and displayed in terms of estimation error performance, probability of error and average error. The simulation outcomes an improvement of 2.2 dB for a static target, and 0.1 dB for a moving target, in resulting the 20% probability of range error with the MIMO setup. A moving vessel's effect was observed to degrade the range error estimation performance between 0.6 to 2.7 dB. Meanwhile, the proposed method was proven to improve the 20% probability of velocity error by 1.75 dB. The impact of multi-frequency MIMO was also observed to produce better average error performance. © 2021 Institute of Advanced Engineering and Science. All rights reserved.
Institute of Advanced Engineering and Science
20888708
English
Article
All Open Access; Gold Open Access
author Zainuddin S.; Rashid N.E.A.; Pasya I.; Abdullah R.S.A.R.; Cengiz K.
spellingShingle Zainuddin S.; Rashid N.E.A.; Pasya I.; Abdullah R.S.A.R.; Cengiz K.
A small vessel detection using a co-located multi-frequency FMCW MIMO radar
author_facet Zainuddin S.; Rashid N.E.A.; Pasya I.; Abdullah R.S.A.R.; Cengiz K.
author_sort Zainuddin S.; Rashid N.E.A.; Pasya I.; Abdullah R.S.A.R.; Cengiz K.
title A small vessel detection using a co-located multi-frequency FMCW MIMO radar
title_short A small vessel detection using a co-located multi-frequency FMCW MIMO radar
title_full A small vessel detection using a co-located multi-frequency FMCW MIMO radar
title_fullStr A small vessel detection using a co-located multi-frequency FMCW MIMO radar
title_full_unstemmed A small vessel detection using a co-located multi-frequency FMCW MIMO radar
title_sort A small vessel detection using a co-located multi-frequency FMCW MIMO radar
publishDate 2021
container_title International Journal of Electrical and Computer Engineering
container_volume 11
container_issue 6
doi_str_mv 10.11591/ijece.v11i6.pp5144-5152
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85111134977&doi=10.11591%2fijece.v11i6.pp5144-5152&partnerID=40&md5=eb359a0501c7462d95e59df5480186f8
description Small vessels detection is a known issue due to its low radar cross section (RCS). An existing shore-based vessel tracking radar is for long-distance commercial vessels detection. Meanwhile, a vessel-mounted radar system known for its reliability has a limitation due to its single radar coverage. The paper presented a co-located frequency modulated continuous waveform (FMCW) maritime radar for small vessel detection utilising a multiple-input multiple-output (MIMO) configuration. The radar behaviour is numerically simulated for detecting a Swerling 1 target which resembles small maritime's vessels. The simulated MIMO configuration comprised two transmitting and receiving nodes. The proposal is to utilize a multi-frequency FMCW MIMO configuration in a maritime environment by applying the spectrum averaging (SA) to fuse MIMO received signals for range and velocity estimation. The analysis was summarised and displayed in terms of estimation error performance, probability of error and average error. The simulation outcomes an improvement of 2.2 dB for a static target, and 0.1 dB for a moving target, in resulting the 20% probability of range error with the MIMO setup. A moving vessel's effect was observed to degrade the range error estimation performance between 0.6 to 2.7 dB. Meanwhile, the proposed method was proven to improve the 20% probability of velocity error by 1.75 dB. The impact of multi-frequency MIMO was also observed to produce better average error performance. © 2021 Institute of Advanced Engineering and Science. All rights reserved.
publisher Institute of Advanced Engineering and Science
issn 20888708
language English
format Article
accesstype All Open Access; Gold Open Access
record_format scopus
collection Scopus
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