Robust Time-Domain-Based Spectral Processing Method for Laser Self-Mixing Vibration Measurement
Robust and contactless sensing schemes have always been enormous challenges in mechanical vibration measurement and need to be solved urgently. A novel vibration measurement technique based on laser self-mixing interference (SMI) is widely used in noncontact and integrated measurement schemes becaus...
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Veröffentlicht in: | IEEE transactions on instrumentation and measurement 2024, Vol.73, p.1-10 |
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creator | Chen, Hanqiao Zhong, Zhengjian Ge, Shize Zhu, Desheng Lin, Yunxiu Kong, Xinyu Zheng, Xuyue Dong, Zhipeng Wang, Xiulin Huang, Wencai |
description | Robust and contactless sensing schemes have always been enormous challenges in mechanical vibration measurement and need to be solved urgently. A novel vibration measurement technique based on laser self-mixing interference (SMI) is widely used in noncontact and integrated measurement schemes because of its simple structure. However, the key parameter of SMI, which is defined as the optical feedback parameter C, is time-varying resulting from the influence of the actual industrial environment and rough target surface, making it difficult to calculate and affecting the robustness of the signal extraction. In this article, a time-domain-based spectral processing method (TSPM) is proposed to solve the difficulty of robust mechanical vibration measurement with various C values. By suppressing spectral components, the TSPM can reduce different C values to an extremely low regime mathematically, which significantly minimizes the influence of C. The reconstruction of vibration can be realized without determining C or estimating other parameters. A series of experiments has been carried out under different amplitudes and speckles, and the root-mean-squared (rms) error is 7.6 nm (0.25%) for simple harmonic vibration. The experimental results agree well with the simulation. Additionally, the proposed method is noise-proof and robust, which provides a novel solution for mechanical vibration measurement and fault diagnosis. |
doi_str_mv | 10.1109/TIM.2024.3449962 |
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A novel vibration measurement technique based on laser self-mixing interference (SMI) is widely used in noncontact and integrated measurement schemes because of its simple structure. However, the key parameter of SMI, which is defined as the optical feedback parameter C, is time-varying resulting from the influence of the actual industrial environment and rough target surface, making it difficult to calculate and affecting the robustness of the signal extraction. In this article, a time-domain-based spectral processing method (TSPM) is proposed to solve the difficulty of robust mechanical vibration measurement with various C values. By suppressing spectral components, the TSPM can reduce different C values to an extremely low regime mathematically, which significantly minimizes the influence of C. The reconstruction of vibration can be realized without determining C or estimating other parameters. A series of experiments has been carried out under different amplitudes and speckles, and the root-mean-squared (rms) error is 7.6 nm (0.25%) for simple harmonic vibration. The experimental results agree well with the simulation. Additionally, the proposed method is noise-proof and robust, which provides a novel solution for mechanical vibration measurement and fault diagnosis.</description><identifier>ISSN: 0018-9456</identifier><identifier>EISSN: 1557-9662</identifier><identifier>DOI: 10.1109/TIM.2024.3449962</identifier><identifier>CODEN: IEIMAO</identifier><language>eng</language><publisher>IEEE</publisher><subject>Harmonic analysis ; Optical feedback ; Optical resonators ; Robust measurement ; self-mixing interferometer ; short-time Fourier transform (STFT) ; spectral processing ; Time-domain analysis ; Time-frequency analysis ; Vibration measurement ; Vibrations</subject><ispartof>IEEE transactions on instrumentation and measurement, 2024, Vol.73, p.1-10</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c147t-38f8ba05614de2ea13de4e3c4bb03bffd8fcaf1084b76c759e62788d3d812e233</cites><orcidid>0009-0007-1718-0609 ; 0000-0001-7552-1474 ; 0000-0002-6894-3502 ; 0000-0001-7977-8349 ; 0000-0002-9605-7663 ; 0000-0003-0565-7653 ; 0000-0002-8769-8215 ; 0000-0002-0214-3211 ; 0009-0002-8138-2022 ; 0000-0002-8221-6571</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10648857$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,4024,27923,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10648857$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Chen, Hanqiao</creatorcontrib><creatorcontrib>Zhong, Zhengjian</creatorcontrib><creatorcontrib>Ge, Shize</creatorcontrib><creatorcontrib>Zhu, Desheng</creatorcontrib><creatorcontrib>Lin, Yunxiu</creatorcontrib><creatorcontrib>Kong, Xinyu</creatorcontrib><creatorcontrib>Zheng, Xuyue</creatorcontrib><creatorcontrib>Dong, Zhipeng</creatorcontrib><creatorcontrib>Wang, Xiulin</creatorcontrib><creatorcontrib>Huang, Wencai</creatorcontrib><title>Robust Time-Domain-Based Spectral Processing Method for Laser Self-Mixing Vibration Measurement</title><title>IEEE transactions on instrumentation and measurement</title><addtitle>TIM</addtitle><description>Robust and contactless sensing schemes have always been enormous challenges in mechanical vibration measurement and need to be solved urgently. A novel vibration measurement technique based on laser self-mixing interference (SMI) is widely used in noncontact and integrated measurement schemes because of its simple structure. However, the key parameter of SMI, which is defined as the optical feedback parameter C, is time-varying resulting from the influence of the actual industrial environment and rough target surface, making it difficult to calculate and affecting the robustness of the signal extraction. In this article, a time-domain-based spectral processing method (TSPM) is proposed to solve the difficulty of robust mechanical vibration measurement with various C values. By suppressing spectral components, the TSPM can reduce different C values to an extremely low regime mathematically, which significantly minimizes the influence of C. The reconstruction of vibration can be realized without determining C or estimating other parameters. A series of experiments has been carried out under different amplitudes and speckles, and the root-mean-squared (rms) error is 7.6 nm (0.25%) for simple harmonic vibration. The experimental results agree well with the simulation. Additionally, the proposed method is noise-proof and robust, which provides a novel solution for mechanical vibration measurement and fault diagnosis.</description><subject>Harmonic analysis</subject><subject>Optical feedback</subject><subject>Optical resonators</subject><subject>Robust measurement</subject><subject>self-mixing interferometer</subject><subject>short-time Fourier transform (STFT)</subject><subject>spectral processing</subject><subject>Time-domain analysis</subject><subject>Time-frequency analysis</subject><subject>Vibration measurement</subject><subject>Vibrations</subject><issn>0018-9456</issn><issn>1557-9662</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkL1OwzAYRS0EEqWwMzDkBVz8F9sZoVCo1ApEC6tlO5_BqEkqO5Xg7UnVDkx3uOfe4SB0TcmEUlLdrufLCSNMTLgQVSXZCRrRslS4kpKdohEhVONKlPIcXeT8TQhRUqgRMm-d2-W-WMcG8EPX2Njie5uhLlZb8H2ym-I1dR5yju1nsYT-q6uL0KViMUCpWMEm4GX82Zcf0SXbx64dMJt3CRpo-0t0Fuwmw9Uxx-h99riePuPFy9N8erfAngrVY66DdpaUkooaGFjKaxDAvXCOcBdCrYO3gRItnJJelRVIprSuea0pA8b5GJHDr09dzgmC2abY2PRrKDF7QWYQZPaCzFHQMLk5TCIA_MOl0LpU_A-BXmNT</recordid><startdate>2024</startdate><enddate>2024</enddate><creator>Chen, Hanqiao</creator><creator>Zhong, Zhengjian</creator><creator>Ge, Shize</creator><creator>Zhu, Desheng</creator><creator>Lin, Yunxiu</creator><creator>Kong, Xinyu</creator><creator>Zheng, Xuyue</creator><creator>Dong, Zhipeng</creator><creator>Wang, Xiulin</creator><creator>Huang, Wencai</creator><general>IEEE</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0009-0007-1718-0609</orcidid><orcidid>https://orcid.org/0000-0001-7552-1474</orcidid><orcidid>https://orcid.org/0000-0002-6894-3502</orcidid><orcidid>https://orcid.org/0000-0001-7977-8349</orcidid><orcidid>https://orcid.org/0000-0002-9605-7663</orcidid><orcidid>https://orcid.org/0000-0003-0565-7653</orcidid><orcidid>https://orcid.org/0000-0002-8769-8215</orcidid><orcidid>https://orcid.org/0000-0002-0214-3211</orcidid><orcidid>https://orcid.org/0009-0002-8138-2022</orcidid><orcidid>https://orcid.org/0000-0002-8221-6571</orcidid></search><sort><creationdate>2024</creationdate><title>Robust Time-Domain-Based Spectral Processing Method for Laser Self-Mixing Vibration Measurement</title><author>Chen, Hanqiao ; Zhong, Zhengjian ; Ge, Shize ; Zhu, Desheng ; Lin, Yunxiu ; Kong, Xinyu ; Zheng, Xuyue ; Dong, Zhipeng ; Wang, Xiulin ; Huang, Wencai</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c147t-38f8ba05614de2ea13de4e3c4bb03bffd8fcaf1084b76c759e62788d3d812e233</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Harmonic analysis</topic><topic>Optical feedback</topic><topic>Optical resonators</topic><topic>Robust measurement</topic><topic>self-mixing interferometer</topic><topic>short-time Fourier transform (STFT)</topic><topic>spectral processing</topic><topic>Time-domain analysis</topic><topic>Time-frequency analysis</topic><topic>Vibration measurement</topic><topic>Vibrations</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chen, Hanqiao</creatorcontrib><creatorcontrib>Zhong, Zhengjian</creatorcontrib><creatorcontrib>Ge, Shize</creatorcontrib><creatorcontrib>Zhu, Desheng</creatorcontrib><creatorcontrib>Lin, Yunxiu</creatorcontrib><creatorcontrib>Kong, Xinyu</creatorcontrib><creatorcontrib>Zheng, Xuyue</creatorcontrib><creatorcontrib>Dong, Zhipeng</creatorcontrib><creatorcontrib>Wang, Xiulin</creatorcontrib><creatorcontrib>Huang, Wencai</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Xplore (Online service)</collection><collection>CrossRef</collection><jtitle>IEEE transactions on instrumentation and measurement</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Chen, Hanqiao</au><au>Zhong, Zhengjian</au><au>Ge, Shize</au><au>Zhu, Desheng</au><au>Lin, Yunxiu</au><au>Kong, Xinyu</au><au>Zheng, Xuyue</au><au>Dong, Zhipeng</au><au>Wang, Xiulin</au><au>Huang, Wencai</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Robust Time-Domain-Based Spectral Processing Method for Laser Self-Mixing Vibration Measurement</atitle><jtitle>IEEE transactions on instrumentation and measurement</jtitle><stitle>TIM</stitle><date>2024</date><risdate>2024</risdate><volume>73</volume><spage>1</spage><epage>10</epage><pages>1-10</pages><issn>0018-9456</issn><eissn>1557-9662</eissn><coden>IEIMAO</coden><abstract>Robust and contactless sensing schemes have always been enormous challenges in mechanical vibration measurement and need to be solved urgently. A novel vibration measurement technique based on laser self-mixing interference (SMI) is widely used in noncontact and integrated measurement schemes because of its simple structure. However, the key parameter of SMI, which is defined as the optical feedback parameter C, is time-varying resulting from the influence of the actual industrial environment and rough target surface, making it difficult to calculate and affecting the robustness of the signal extraction. In this article, a time-domain-based spectral processing method (TSPM) is proposed to solve the difficulty of robust mechanical vibration measurement with various C values. By suppressing spectral components, the TSPM can reduce different C values to an extremely low regime mathematically, which significantly minimizes the influence of C. The reconstruction of vibration can be realized without determining C or estimating other parameters. A series of experiments has been carried out under different amplitudes and speckles, and the root-mean-squared (rms) error is 7.6 nm (0.25%) for simple harmonic vibration. The experimental results agree well with the simulation. Additionally, the proposed method is noise-proof and robust, which provides a novel solution for mechanical vibration measurement and fault diagnosis.</abstract><pub>IEEE</pub><doi>10.1109/TIM.2024.3449962</doi><tpages>10</tpages><orcidid>https://orcid.org/0009-0007-1718-0609</orcidid><orcidid>https://orcid.org/0000-0001-7552-1474</orcidid><orcidid>https://orcid.org/0000-0002-6894-3502</orcidid><orcidid>https://orcid.org/0000-0001-7977-8349</orcidid><orcidid>https://orcid.org/0000-0002-9605-7663</orcidid><orcidid>https://orcid.org/0000-0003-0565-7653</orcidid><orcidid>https://orcid.org/0000-0002-8769-8215</orcidid><orcidid>https://orcid.org/0000-0002-0214-3211</orcidid><orcidid>https://orcid.org/0009-0002-8138-2022</orcidid><orcidid>https://orcid.org/0000-0002-8221-6571</orcidid></addata></record> |
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subjects | Harmonic analysis Optical feedback Optical resonators Robust measurement self-mixing interferometer short-time Fourier transform (STFT) spectral processing Time-domain analysis Time-frequency analysis Vibration measurement Vibrations |
title | Robust Time-Domain-Based Spectral Processing Method for Laser Self-Mixing Vibration Measurement |
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