Air-Coupled FMCW Ultrasonic Sensor for High Resolution 3D perception
As seamless object detection and localization are getting important in emerging systems, such as autonomous vehicles, robots, and extended reality devices, numerous 3D depth sensors have been developed. However, most of those sensors have focused more on far-distance applications, leaving near-field...
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Veröffentlicht in: | IEEE sensors letters 2023-12, p.1-4 |
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creator | Park, Sangyun Ko, Byung-Hoon Noh, Seungwoo Khang, Seung-Tae Choi, Jinwoo |
description | As seamless object detection and localization are getting important in emerging systems, such as autonomous vehicles, robots, and extended reality devices, numerous 3D depth sensors have been developed. However, most of those sensors have focused more on far-distance applications, leaving near-field, including less than 50 cm, as a task for a conventional ultrasonic (US) sensor. Even though the conventional US sensor has many advantages including object detection in near field, it has limited capability on localizing objects and providing 3D point cloud preventing itself from further applications. In order to overcome these limitations, multi input multi output (MIMO) frequency modulated continuous wave (FMCW) method is adopted and demonstrated in this study. Presented computer simulation implies the US 3D object detection with 2.3 mm depth resolution and 0.6 o angular resolution preserving its minimum detection range lower than 5 cm and field-of-view (FoV) wider than 160 o . A novel MIMO US FMCW sensor system composed of commercially available components is implemented and evaluated. For 16 cm ∼ 2 m range, the proposed system shows fair depth and angular resolution (5.5 mm and 2.6 o ) at low sampling rate (overall 480 kHz). This study suggests that ultrasound can be a new modality capable of providing near field 3D point cloud at low system requirement. |
doi_str_mv | 10.1109/LSENS.2023.3345170 |
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However, most of those sensors have focused more on far-distance applications, leaving near-field, including less than 50 cm, as a task for a conventional ultrasonic (US) sensor. Even though the conventional US sensor has many advantages including object detection in near field, it has limited capability on localizing objects and providing 3D point cloud preventing itself from further applications. In order to overcome these limitations, multi input multi output (MIMO) frequency modulated continuous wave (FMCW) method is adopted and demonstrated in this study. Presented computer simulation implies the US 3D object detection with 2.3 mm depth resolution and 0.6 o angular resolution preserving its minimum detection range lower than 5 cm and field-of-view (FoV) wider than 160 o . A novel MIMO US FMCW sensor system composed of commercially available components is implemented and evaluated. For 16 cm ∼ 2 m range, the proposed system shows fair depth and angular resolution (5.5 mm and 2.6 o ) at low sampling rate (overall 480 kHz). This study suggests that ultrasound can be a new modality capable of providing near field 3D point cloud at low system requirement.</description><identifier>EISSN: 2475-1472</identifier><identifier>DOI: 10.1109/LSENS.2023.3345170</identifier><identifier>CODEN: ISLECD</identifier><language>eng</language><publisher>IEEE</publisher><subject>3D Depth sensing ; FMCW ; Frequency-domain analysis ; MIMO communication ; multichannel array sensor ; Sensor arrays ; Sensor systems ; Sensors ; Three-dimensional displays ; Ultrasonic imaging ; US sensor</subject><ispartof>IEEE sensors letters, 2023-12, p.1-4</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0009-0002-9433-8637</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10366506$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10366506$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Park, Sangyun</creatorcontrib><creatorcontrib>Ko, Byung-Hoon</creatorcontrib><creatorcontrib>Noh, Seungwoo</creatorcontrib><creatorcontrib>Khang, Seung-Tae</creatorcontrib><creatorcontrib>Choi, Jinwoo</creatorcontrib><title>Air-Coupled FMCW Ultrasonic Sensor for High Resolution 3D perception</title><title>IEEE sensors letters</title><addtitle>LSENS</addtitle><description>As seamless object detection and localization are getting important in emerging systems, such as autonomous vehicles, robots, and extended reality devices, numerous 3D depth sensors have been developed. However, most of those sensors have focused more on far-distance applications, leaving near-field, including less than 50 cm, as a task for a conventional ultrasonic (US) sensor. Even though the conventional US sensor has many advantages including object detection in near field, it has limited capability on localizing objects and providing 3D point cloud preventing itself from further applications. In order to overcome these limitations, multi input multi output (MIMO) frequency modulated continuous wave (FMCW) method is adopted and demonstrated in this study. Presented computer simulation implies the US 3D object detection with 2.3 mm depth resolution and 0.6 o angular resolution preserving its minimum detection range lower than 5 cm and field-of-view (FoV) wider than 160 o . A novel MIMO US FMCW sensor system composed of commercially available components is implemented and evaluated. For 16 cm ∼ 2 m range, the proposed system shows fair depth and angular resolution (5.5 mm and 2.6 o ) at low sampling rate (overall 480 kHz). This study suggests that ultrasound can be a new modality capable of providing near field 3D point cloud at low system requirement.</description><subject>3D Depth sensing</subject><subject>FMCW</subject><subject>Frequency-domain analysis</subject><subject>MIMO communication</subject><subject>multichannel array sensor</subject><subject>Sensor arrays</subject><subject>Sensor systems</subject><subject>Sensors</subject><subject>Three-dimensional displays</subject><subject>Ultrasonic imaging</subject><subject>US sensor</subject><issn>2475-1472</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNqFib0KwjAYAIMgWLQvIA55gdYvSdvoKP3BQR2s4lhK_aqR2pSkHXx7FdwdjuM4QuYMfMZgvdzl6SH3OXDhCxGETMKIODyQoccCySfEtfYBAGzFJQhwSLJRxov10DV4pdk-vtBz05vS6lZVNMfWakPrD1t1u9MjWt0MvdItFQnt0FTYfWtGxnXZWHR_npJFlp7iracQseiMepbmVTAQURRCJP7sN70ZOcI</recordid><startdate>20231219</startdate><enddate>20231219</enddate><creator>Park, Sangyun</creator><creator>Ko, Byung-Hoon</creator><creator>Noh, Seungwoo</creator><creator>Khang, Seung-Tae</creator><creator>Choi, Jinwoo</creator><general>IEEE</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><orcidid>https://orcid.org/0009-0002-9433-8637</orcidid></search><sort><creationdate>20231219</creationdate><title>Air-Coupled FMCW Ultrasonic Sensor for High Resolution 3D perception</title><author>Park, Sangyun ; Ko, Byung-Hoon ; Noh, Seungwoo ; Khang, Seung-Tae ; Choi, Jinwoo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-ieee_primary_103665063</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>3D Depth sensing</topic><topic>FMCW</topic><topic>Frequency-domain analysis</topic><topic>MIMO communication</topic><topic>multichannel array sensor</topic><topic>Sensor arrays</topic><topic>Sensor systems</topic><topic>Sensors</topic><topic>Three-dimensional displays</topic><topic>Ultrasonic imaging</topic><topic>US sensor</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Park, Sangyun</creatorcontrib><creatorcontrib>Ko, Byung-Hoon</creatorcontrib><creatorcontrib>Noh, Seungwoo</creatorcontrib><creatorcontrib>Khang, Seung-Tae</creatorcontrib><creatorcontrib>Choi, Jinwoo</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><jtitle>IEEE sensors letters</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Park, Sangyun</au><au>Ko, Byung-Hoon</au><au>Noh, Seungwoo</au><au>Khang, Seung-Tae</au><au>Choi, Jinwoo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Air-Coupled FMCW Ultrasonic Sensor for High Resolution 3D perception</atitle><jtitle>IEEE sensors letters</jtitle><stitle>LSENS</stitle><date>2023-12-19</date><risdate>2023</risdate><spage>1</spage><epage>4</epage><pages>1-4</pages><eissn>2475-1472</eissn><coden>ISLECD</coden><abstract>As seamless object detection and localization are getting important in emerging systems, such as autonomous vehicles, robots, and extended reality devices, numerous 3D depth sensors have been developed. However, most of those sensors have focused more on far-distance applications, leaving near-field, including less than 50 cm, as a task for a conventional ultrasonic (US) sensor. Even though the conventional US sensor has many advantages including object detection in near field, it has limited capability on localizing objects and providing 3D point cloud preventing itself from further applications. In order to overcome these limitations, multi input multi output (MIMO) frequency modulated continuous wave (FMCW) method is adopted and demonstrated in this study. Presented computer simulation implies the US 3D object detection with 2.3 mm depth resolution and 0.6 o angular resolution preserving its minimum detection range lower than 5 cm and field-of-view (FoV) wider than 160 o . A novel MIMO US FMCW sensor system composed of commercially available components is implemented and evaluated. 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subjects | 3D Depth sensing FMCW Frequency-domain analysis MIMO communication multichannel array sensor Sensor arrays Sensor systems Sensors Three-dimensional displays Ultrasonic imaging US sensor |
title | Air-Coupled FMCW Ultrasonic Sensor for High Resolution 3D perception |
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