A Novel Self-Correction Method for Linear Displacement Measurement Based on 2-D Synthesis Mechanism
With increased range, the accuracy of longer-range linear displacement measurement is difficult to guarantee. According to the analysis, it is inevitable that there will be a certain margin between the direction of the calibration grating and the direction of the reading head, which will impact the...
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Veröffentlicht in: | IEEE transactions on instrumentation and measurement 2022, Vol.71, p.1-8 |
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description | With increased range, the accuracy of longer-range linear displacement measurement is difficult to guarantee. According to the analysis, it is inevitable that there will be a certain margin between the direction of the calibration grating and the direction of the reading head, which will impact the longer-range linear displacement measurement. In order to eliminate this measurement error, a self-correction method based on 2-D synthesis is herein proposed. First, we describe the principle of absolute linear displacement measurement based on image recognition. Then, the error model is established, which caused by the included angle between the calibration grating and the reading head. Third, a method is proposed for obtaining the vertical offset of the calibration grating by using the vertical image sensor. Finally, we reach an error self-correction method based on 2-D synthesis. In order to test the feasibility of the proposed method, a linear displacement measuring device with a range of 200 mm was developed. After experiment, the maximum absolute error was reduced from 4.34 to [Formula Omitted] with the proposed error correction in the long range of 200 mm. The proposed algorithm does not depend on the assembly and installation position, and can realize self-correction of errors. So the method could lay the groundwork for improving larger range linear displacement measurement technology. |
doi_str_mv | 10.1109/TIM.2022.3216061 |
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According to the analysis, it is inevitable that there will be a certain margin between the direction of the calibration grating and the direction of the reading head, which will impact the longer-range linear displacement measurement. In order to eliminate this measurement error, a self-correction method based on 2-D synthesis is herein proposed. First, we describe the principle of absolute linear displacement measurement based on image recognition. Then, the error model is established, which caused by the included angle between the calibration grating and the reading head. Third, a method is proposed for obtaining the vertical offset of the calibration grating by using the vertical image sensor. Finally, we reach an error self-correction method based on 2-D synthesis. In order to test the feasibility of the proposed method, a linear displacement measuring device with a range of 200 mm was developed. After experiment, the maximum absolute error was reduced from 4.34 to [Formula Omitted] with the proposed error correction in the long range of 200 mm. The proposed algorithm does not depend on the assembly and installation position, and can realize self-correction of errors. So the method could lay the groundwork for improving larger range linear displacement measurement technology.</description><identifier>ISSN: 0018-9456</identifier><identifier>EISSN: 1557-9662</identifier><identifier>DOI: 10.1109/TIM.2022.3216061</identifier><language>eng</language><publisher>New York: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</publisher><subject>Algorithms ; Calibration ; Displacement measurement ; Error analysis ; Error correction ; Error reduction ; Measuring instruments ; Object recognition ; Synthesis</subject><ispartof>IEEE transactions on instrumentation and measurement, 2022, Vol.71, p.1-8</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c201t-9a75ad76aaab0c3554661ebbb019f8efebcd8fba8864d4c23c3b7718547005633</citedby><orcidid>0000-0002-4885-2929 ; 0000-0001-7861-8474 ; 0000-0003-4149-138X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,4010,27900,27901,27902</link.rule.ids></links><search><creatorcontrib>Yu, Hai</creatorcontrib><creatorcontrib>Wan, Qiuhua</creatorcontrib><creatorcontrib>Zhao, Changhai</creatorcontrib><title>A Novel Self-Correction Method for Linear Displacement Measurement Based on 2-D Synthesis Mechanism</title><title>IEEE transactions on instrumentation and measurement</title><description>With increased range, the accuracy of longer-range linear displacement measurement is difficult to guarantee. According to the analysis, it is inevitable that there will be a certain margin between the direction of the calibration grating and the direction of the reading head, which will impact the longer-range linear displacement measurement. In order to eliminate this measurement error, a self-correction method based on 2-D synthesis is herein proposed. First, we describe the principle of absolute linear displacement measurement based on image recognition. Then, the error model is established, which caused by the included angle between the calibration grating and the reading head. Third, a method is proposed for obtaining the vertical offset of the calibration grating by using the vertical image sensor. Finally, we reach an error self-correction method based on 2-D synthesis. In order to test the feasibility of the proposed method, a linear displacement measuring device with a range of 200 mm was developed. After experiment, the maximum absolute error was reduced from 4.34 to [Formula Omitted] with the proposed error correction in the long range of 200 mm. The proposed algorithm does not depend on the assembly and installation position, and can realize self-correction of errors. So the method could lay the groundwork for improving larger range linear displacement measurement technology.</description><subject>Algorithms</subject><subject>Calibration</subject><subject>Displacement measurement</subject><subject>Error analysis</subject><subject>Error correction</subject><subject>Error reduction</subject><subject>Measuring instruments</subject><subject>Object recognition</subject><subject>Synthesis</subject><issn>0018-9456</issn><issn>1557-9662</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNotkE1rwkAQhpfSQq3tvceFnmNnv5OjtV-CtgftedlsJhiJWbsbC_77RvQ0A_PM-8JDyCODCWNQPK_nywkHzieCMw2aXZERU8pkhdb8mowAWJ4VUulbcpfSFgCMlmZE_JR-hT9s6QrbOpuFGNH3TejoEvtNqGgdIl00HbpIX5u0b53HHXb9cHbpEM_7i0tY0eGHZ690dez6DaYmDYjfuK5Ju3tyU7s24cNljsnP-9t69pktvj_ms-ki8xxYnxXOKFcZ7ZwrwQulpNYMy7IEVtQ51lj6Kq9Ll-daVtJz4UVpDMuVNABKCzEmT-fcfQy_B0y93YZD7IZKy41gXDIm84GCM-VjSClibfex2bl4tAzsSaUdVNqTSntRKf4BXhlmTA</recordid><startdate>2022</startdate><enddate>2022</enddate><creator>Yu, Hai</creator><creator>Wan, Qiuhua</creator><creator>Zhao, Changhai</creator><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7U5</scope><scope>8FD</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0002-4885-2929</orcidid><orcidid>https://orcid.org/0000-0001-7861-8474</orcidid><orcidid>https://orcid.org/0000-0003-4149-138X</orcidid></search><sort><creationdate>2022</creationdate><title>A Novel Self-Correction Method for Linear Displacement Measurement Based on 2-D Synthesis Mechanism</title><author>Yu, Hai ; Wan, Qiuhua ; Zhao, Changhai</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c201t-9a75ad76aaab0c3554661ebbb019f8efebcd8fba8864d4c23c3b7718547005633</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Algorithms</topic><topic>Calibration</topic><topic>Displacement measurement</topic><topic>Error analysis</topic><topic>Error correction</topic><topic>Error reduction</topic><topic>Measuring instruments</topic><topic>Object recognition</topic><topic>Synthesis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yu, Hai</creatorcontrib><creatorcontrib>Wan, Qiuhua</creatorcontrib><creatorcontrib>Zhao, Changhai</creatorcontrib><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE transactions on instrumentation and measurement</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yu, Hai</au><au>Wan, Qiuhua</au><au>Zhao, Changhai</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Novel Self-Correction Method for Linear Displacement Measurement Based on 2-D Synthesis Mechanism</atitle><jtitle>IEEE transactions on instrumentation and measurement</jtitle><date>2022</date><risdate>2022</risdate><volume>71</volume><spage>1</spage><epage>8</epage><pages>1-8</pages><issn>0018-9456</issn><eissn>1557-9662</eissn><abstract>With increased range, the accuracy of longer-range linear displacement measurement is difficult to guarantee. According to the analysis, it is inevitable that there will be a certain margin between the direction of the calibration grating and the direction of the reading head, which will impact the longer-range linear displacement measurement. In order to eliminate this measurement error, a self-correction method based on 2-D synthesis is herein proposed. First, we describe the principle of absolute linear displacement measurement based on image recognition. Then, the error model is established, which caused by the included angle between the calibration grating and the reading head. Third, a method is proposed for obtaining the vertical offset of the calibration grating by using the vertical image sensor. Finally, we reach an error self-correction method based on 2-D synthesis. In order to test the feasibility of the proposed method, a linear displacement measuring device with a range of 200 mm was developed. After experiment, the maximum absolute error was reduced from 4.34 to [Formula Omitted] with the proposed error correction in the long range of 200 mm. The proposed algorithm does not depend on the assembly and installation position, and can realize self-correction of errors. So the method could lay the groundwork for improving larger range linear displacement measurement technology.</abstract><cop>New York</cop><pub>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</pub><doi>10.1109/TIM.2022.3216061</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0002-4885-2929</orcidid><orcidid>https://orcid.org/0000-0001-7861-8474</orcidid><orcidid>https://orcid.org/0000-0003-4149-138X</orcidid></addata></record> |
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subjects | Algorithms Calibration Displacement measurement Error analysis Error correction Error reduction Measuring instruments Object recognition Synthesis |
title | A Novel Self-Correction Method for Linear Displacement Measurement Based on 2-D Synthesis Mechanism |
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