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Speaking of Markovian jump systems, such systems undergo discrete mode changes caused by a Markov process. Hence, it is reasonable to consider the mode-dependent time delays. In this paper, the asynchronous fault-tolerant controller is developed for mode-dependent time-delayed Markovian jump systems. First, the estimations of states and actuator fault are provided by designing an intermediate observer. Then, based on these estimations, the asynchronous fault-tolerant controller is designed by virtue of the hidden Markov process with uncertain conditional probability. Finally, the existence conditions of both the designed observer and fault-tolerant controller are given in terms of linear matrix inequalities. In the meantime, a numerical example is illustrated to validate the effectiveness and potential of the proposed method.<\/jats:p>","DOI":"10.1177\/01423312241231651","type":"journal-article","created":{"date-parts":[[2024,5,13]],"date-time":"2024-05-13T07:09:11Z","timestamp":1715584151000},"page":"402-415","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":4,"title":["Hidden Markov model\u2013based asynchronous fault-tolerant control for mode-dependent time-delayed Markovian jump systems with uncertain conditional probability"],"prefix":"10.1177","volume":"47","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-3364-4224","authenticated-orcid":false,"given":"Zhaoyang","family":"Tian","sequence":"first","affiliation":[{"name":"School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, 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