Tracking with MIMO sonar systems: Applications to harbour surveillance
Tracking with MIMO sonar systems: Applications to harbour surveillance
Multiple-input multiple-output (MIMO) sonar systems offer new perspectives for area surveillance especially in complex environments where strong multipath and dense clutter can become very challenging. This study proposes a MIMO sonar system based scheme to tackle the difficult problem of harbour surveillance. An emphasis is put on recognition and tracking on low-profile mid-water targets. First, a MIMO simulator which can compute synthetic raw data for any transmitter/ receiver pair in a multipath, cluttered and dynamic environment is presented. The study then proposes two radically different methods for the underwater target tracking problem in complex environment: a digital tracker and an analogue tracker. On the digital side, an implementation of the recently developed hypothesised filter for independent stochastic populations is presented. This filter enables robust multi-object tracking as well as track classification capabilities without the use of heuristics. An analogue filter based on acoustical time reversal techniques is also introduced. This filter directly uses the returned acoustic field from the scene to focus the sound on the expected target position, hence improving the signal-to-noise ratio on the target in complex environments and taking full advantage of the MIMO architecture.
629-639
Pailhas, Yan
4bdd8fcb-0493-41c6-bc75-41b0b1f3a742
Houssineau, Jeremie
89988b62-a668-4560-b49f-c1686ba7b584
Petillot, Yvan René
fa64424b-aa3d-4477-9bd1-869f76b7c878
Clark, Daniel Edward
537f80e8-cbe6-41eb-b1d4-31af1f0e6393
1 April 2017
Pailhas, Yan
4bdd8fcb-0493-41c6-bc75-41b0b1f3a742
Houssineau, Jeremie
89988b62-a668-4560-b49f-c1686ba7b584
Petillot, Yvan René
fa64424b-aa3d-4477-9bd1-869f76b7c878
Clark, Daniel Edward
537f80e8-cbe6-41eb-b1d4-31af1f0e6393
Pailhas, Yan, Houssineau, Jeremie, Petillot, Yvan René and Clark, Daniel Edward
(2017)
Tracking with MIMO sonar systems: Applications to harbour surveillance.
IET Radar, Sonar and Navigation, 11 (4), .
(doi:10.1049/iet-rsn.2016.0080).
Abstract
Multiple-input multiple-output (MIMO) sonar systems offer new perspectives for area surveillance especially in complex environments where strong multipath and dense clutter can become very challenging. This study proposes a MIMO sonar system based scheme to tackle the difficult problem of harbour surveillance. An emphasis is put on recognition and tracking on low-profile mid-water targets. First, a MIMO simulator which can compute synthetic raw data for any transmitter/ receiver pair in a multipath, cluttered and dynamic environment is presented. The study then proposes two radically different methods for the underwater target tracking problem in complex environment: a digital tracker and an analogue tracker. On the digital side, an implementation of the recently developed hypothesised filter for independent stochastic populations is presented. This filter enables robust multi-object tracking as well as track classification capabilities without the use of heuristics. An analogue filter based on acoustical time reversal techniques is also introduced. This filter directly uses the returned acoustic field from the scene to focus the sound on the expected target position, hence improving the signal-to-noise ratio on the target in complex environments and taking full advantage of the MIMO architecture.
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Published date: 1 April 2017
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© The Institution of Engineering and Technology.
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Local EPrints ID: 475506
URI: http://eprints.soton.ac.uk/id/eprint/475506
ISSN: 1751-8784
PURE UUID: 39128996-4162-490b-97e5-4556b9043339
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Date deposited: 20 Mar 2023 17:48
Last modified: 16 Mar 2024 23:15
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Contributors
Author:
Yan Pailhas
Author:
Jeremie Houssineau
Author:
Yvan René Petillot
Author:
Daniel Edward Clark
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