Accuracy Improvement of MEMS Using Accelerometers for Gravity Measurements | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article Accuracy Improvement of MEMS Using Accelerometers for Gravity Measurements Yosef Golovachev, Shimon Mizrahi, Benny Milgrom This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-8916734/v1 This work is licensed under a CC BY 4.0 License Status: Under Review Version 1 posted 12 You are reading this latest preprint version Abstract Micro-electromechanical systems (MEMS) accelerometers are widely used in various applications, including gravity measurements. However, their accuracy is often limited by factors such as noise, temperature sensitivity, and calibration errors. This study presents methods to enhance the precision of MEMS accelerometers in measuring gravitational force. By implementing calibration techniques, noise filtering, and temperature stabilization, we achieved a significant reduction in measurement errors. Experimental results demonstrated that addressing low-frequency noise and temperature variations improved accuracy to slightly over three decimal places, making the system suitable for high-precision applications such as digital inclinometers. The findings indicate that while MEMS accelerometers can be optimized for more accurate gravitational measurements, achieving even higher precision requires further refinements in noise reduction techniques. MEMS gyroscope accelerometer sensor gravity measurements noise filtering temperature stabilization Full Text Additional Declarations No competing interests reported. Supplementary Files SupplementaryExperimentalDataforthePaper.docx Cite Share Download PDF Status: Under Review Version 1 posted Reviewers agreed at journal 19 May, 2026 Reviews received at journal 18 May, 2026 Reviewers agreed at journal 15 May, 2026 Reviewers agreed at journal 13 May, 2026 Reviewers agreed at journal 13 May, 2026 Reviews received at journal 12 Mar, 2026 Reviewers agreed at journal 11 Mar, 2026 Reviewers invited by journal 09 Mar, 2026 Editor invited by journal 09 Mar, 2026 Editor assigned by journal 05 Mar, 2026 Submission checks completed at journal 04 Mar, 2026 First submitted to journal 04 Mar, 2026 You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-8916734","acceptedTermsAndConditions":true,"allowDirectSubmit":false,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":603637443,"identity":"506cc3c6-dcdf-438b-bd60-d0b3eb956d7d","order_by":0,"name":"Yosef Golovachev","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAA3klEQVRIiWNgGAWjYJCCA4wNDAkMDMkHGIAMkrSkJRCvhQGiJceAOC0Gx9sfHmDcYZfH357zTeLnDhs5BvbDRzfg1XLmjMEBxjPJxRJn3m6T7D2TZszAk5Z2A6+WGzlAv7QxJzbcyN0mwdt2OLFBgseMgJb0B0At9Ynzb+Q8k/xLnJYEoMOAKjfcyGGTJsoWSbBf2o4XG555Zmwt25ZmzEbIL3zH2x9/YGyrzpM7nvzw5ts2Gzl+9sPH8GpROMDAwPwHwmaRAJFs+JSDgHwDgs38gZDqUTAKRsEoGJkAAFITVRH8YBQcAAAAAElFTkSuQmCC","orcid":"","institution":"Jerusalem College of Technology","correspondingAuthor":true,"prefix":"","firstName":"Yosef","middleName":"","lastName":"Golovachev","suffix":""},{"id":603637444,"identity":"074885b4-4d82-4172-9ff7-d19f9fa112cb","order_by":1,"name":"Shimon Mizrahi","email":"","orcid":"","institution":"Jerusalem College of Technology","correspondingAuthor":false,"prefix":"","firstName":"Shimon","middleName":"","lastName":"Mizrahi","suffix":""},{"id":603637450,"identity":"aed7b9df-c5e7-49ec-879b-27db6268dd50","order_by":2,"name":"Benny Milgrom","email":"","orcid":"","institution":"Jerusalem College of Technology","correspondingAuthor":false,"prefix":"","firstName":"Benny","middleName":"","lastName":"Milgrom","suffix":""}],"badges":[],"createdAt":"2026-02-19 10:53:55","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-8916734/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-8916734/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":104523043,"identity":"930fd863-b97f-4b56-816b-afaf856bb5fa","added_by":"auto","created_at":"2026-03-12 20:40:35","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":528444,"visible":true,"origin":"","legend":"","description":"","filename":"AccuracyimprovementofMEMSusingaccelerometersforgravitymeasurements.pdf","url":"https://assets-eu.researchsquare.com/files/rs-8916734/v1_covered_a935aed8-b16a-40e0-ba1a-af9b92cc5987.pdf"},{"id":104523042,"identity":"48ad26de-353f-4129-8cf7-90649182187b","added_by":"auto","created_at":"2026-03-12 20:40:30","extension":"docx","order_by":0,"title":"","display":"","copyAsset":false,"role":"supplement","size":47019,"visible":true,"origin":"","legend":"","description":"","filename":"SupplementaryExperimentalDataforthePaper.docx","url":"https://assets-eu.researchsquare.com/files/rs-8916734/v1/53080c7422b460f53183a71d.docx"}],"financialInterests":"No competing interests reported.","formattedTitle":"Accuracy Improvement of MEMS Using Accelerometers for Gravity Measurements","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":true,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"
[email protected]","identity":"discover-applied-sciences","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"","sideBox":"Learn more about [Discover Applied Sciences](https://link.springer.com/journal/42452)","snPcode":"42452","submissionUrl":"https://submission.springernature.com/new-submission/42452/3","title":"Discover Applied Sciences","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"stoa","reportingPortfolio":"Discover Series","inReviewEnabled":true,"inReviewRevisionsEnabled":true},"keywords":"MEMS gyroscope, accelerometer sensor, gravity measurements, noise filtering, temperature stabilization","lastPublishedDoi":"10.21203/rs.3.rs-8916734/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-8916734/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eMicro-electromechanical systems (MEMS) accelerometers are widely used in various applications, including gravity measurements. However, their accuracy is often limited by factors such as noise, temperature sensitivity, and calibration errors. This study presents methods to enhance the precision of MEMS accelerometers in measuring gravitational force. By implementing calibration techniques, noise filtering, and temperature stabilization, we achieved a significant reduction in measurement errors. Experimental results demonstrated that addressing low-frequency noise and temperature variations improved accuracy to slightly over three decimal places, making the system suitable for high-precision applications such as digital inclinometers. The findings indicate that while MEMS accelerometers can be optimized for more accurate gravitational measurements, achieving even higher precision requires further refinements in noise reduction techniques.\u003c/p\u003e","manuscriptTitle":"Accuracy Improvement of MEMS Using Accelerometers for Gravity Measurements","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2026-03-12 20:40:21","doi":"10.21203/rs.3.rs-8916734/v1","editorialEvents":[{"type":"communityComments","content":0},{"type":"reviewerAgreed","content":"92524168639863578453508428233371434121","date":"2026-05-19T07:31:49+00:00","index":"hide","fulltext":""},{"type":"editorInvitedReview","content":"","date":"2026-05-19T02:54:03+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"97985783359786517413570394520129472933","date":"2026-05-15T08:39:43+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"241158776533176936524784787327300837218","date":"2026-05-14T00:03:07+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"222435803208519410620332820694984151311","date":"2026-05-13T21:17:03+00:00","index":"hide","fulltext":""},{"type":"editorInvitedReview","content":"","date":"2026-03-12T14:26:47+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"315932190786746799214594760480804735124","date":"2026-03-12T03:03:13+00:00","index":"hide","fulltext":""},{"type":"reviewersInvited","content":"","date":"2026-03-09T23:09:17+00:00","index":"","fulltext":""},{"type":"editorInvited","content":"","date":"2026-03-09T10:39:39+00:00","index":"","fulltext":""},{"type":"editorAssigned","content":"","date":"2026-03-05T08:55:40+00:00","index":"","fulltext":""},{"type":"checksComplete","content":"","date":"2026-03-05T00:21:02+00:00","index":"","fulltext":""},{"type":"submitted","content":"Discover Applied Sciences","date":"2026-03-04T19:47:10+00:00","index":"","fulltext":""}],"status":"published","journal":{"display":true,"email":"
[email protected]","identity":"discover-applied-sciences","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"","sideBox":"Learn more about [Discover Applied Sciences](https://link.springer.com/journal/42452)","snPcode":"42452","submissionUrl":"https://submission.springernature.com/new-submission/42452/3","title":"Discover Applied Sciences","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"stoa","reportingPortfolio":"Discover Series","inReviewEnabled":true,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"1151cdc9-8b24-4d3c-b964-79693bed6851","owner":[],"postedDate":"March 12th, 2026","published":true,"recentEditorialEvents":[{"type":"reviewerAgreed","content":"92524168639863578453508428233371434121","date":"2026-05-19T07:31:49+00:00","index":47,"fulltext":""},{"type":"editorInvitedReview","content":"","date":"2026-05-19T02:54:03+00:00","index":45,"fulltext":""},{"type":"reviewerAgreed","content":"97985783359786517413570394520129472933","date":"2026-05-15T08:39:43+00:00","index":44,"fulltext":""},{"type":"reviewerAgreed","content":"241158776533176936524784787327300837218","date":"2026-05-14T00:03:07+00:00","index":41,"fulltext":""},{"type":"reviewerAgreed","content":"222435803208519410620332820694984151311","date":"2026-05-13T21:17:03+00:00","index":40,"fulltext":""}],"rejectedJournal":[],"revision":"","amendment":"","status":"under-review","subjectAreas":[],"tags":[],"updatedAt":"2026-03-12T20:40:21+00:00","versionOfRecord":[],"versionCreatedAt":"2026-03-12 20:40:21","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-8916734","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-8916734","identity":"rs-8916734","version":["v1"]},"buildId":"XKTyCvWXoU3ODBz1xrDgd","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}
Text is read by the "Ask this paper" AI Q&A widget below.
Extraction quality varies by source — PMC NXML preserves structure
cleanly, OA-HTML may include some navigation residue, and OA-PDF can
have broken hyphenation. The publisher copy
(via DOI)
is the canonical version.