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An improved temporal-spatial context learning algorithm is employed to extract the image information. Based on this, a hyperbolic tangent fuzzy sliding mode control law is proposed to achieve the attitude tracking and control. Furthermore, the hyperbolic tangent function and fuzzy logic system are introduced into the sliding mode controller. In the experiments, the improved temporal-spatial context learning algorithm is applied for the image information of the space target video sequence captured by Jilin-1 in orbit, where the image information is used as the input of the control loop. Moreover, the proposed method is realized through simulation. Besides, the image change caused by attitude adjustment is achieved successfully, and the target imaging can be located in the center of the image plane to realize the gaze tracking control of the space target effectively.<\/jats:p>","DOI":"10.1155\/2022\/8289934","type":"journal-article","created":{"date-parts":[[2022,8,10]],"date-time":"2022-08-10T21:50:05Z","timestamp":1660168205000},"page":"1-13","source":"Crossref","is-referenced-by-count":10,"title":["Staring Imaging Attitude Tracking Control Laws for Video Satellites Based on Image Information by Hyperbolic Tangent Fuzzy Sliding Mode Control"],"prefix":"10.1155","volume":"2022","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0502-6117","authenticated-orcid":true,"given":"Wenjing","family":"Pei","sequence":"first","affiliation":[{"name":"The Seventh Research Division and the Center for Information and Control, School of Automation Science and Electrical Engineering, Beihang University (BUAA), Beijing 100191, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/7381909"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2013.782708"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1109\/tip.2019.2944097"},{"key":"4","first-page":"1881","article-title":"Vehicle detection and traffic density monitoring from very high resolution satellite video data","author":"G. 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