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...
Published in: | International Journal of Electrical and Computer Engineering |
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Institute of Advanced Engineering and Science
2021
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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 |
_version_ |
1809678480705585152 |