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The output of X axis which was ranged from \u221240\u00b0C to 60\u00b0C based on the micro-electro-mechanical system gyroscope is reduced and analyzed in this article. The results showed the correctness of the two methods. The final results indicate that when the temperature is ranged from \u221240\u00b0C to 60\u00b0C, the factor of B is reduced from 0.424 [Formula: see text] to 0.02194 [Formula: see text], and when the temperature is ranged from 60\u00b0C to \u221240\u00b0C, the factor of B is reduced from 0.1056 [Formula: see text] to 0.0329 [Formula: see text], and the temperature drift trend and noise characteristics are improved clearly. <\/jats:p>","DOI":"10.1177\/1550147720908195","type":"journal-article","created":{"date-parts":[[2020,3,18]],"date-time":"2020-03-18T13:35:53Z","timestamp":1584538553000},"page":"155014772090819","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":4,"title":["Temperature drift modeling and compensation of micro-electro-mechanical system gyroscope based on improved support vector machine 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