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The convergence of multi-agent ILC systems is demonstrated by analyzing changes in the element values of the transition matrix of input errors. It is worth noting that the analysis also reveals two useful conclusions. One is that the convergence speed decreases as the probability of continuous data loss increases. The other is that the selection of the controller\u2019s learning gain depends on the maximum value of the number of continuous data losses. Simulation results verify the effectiveness of the proposed ILC strategy and the theoretical derivations regarding convergence speed and gain selection.<\/jats:p>","DOI":"10.1177\/01423312241295443","type":"journal-article","created":{"date-parts":[[2024,12,30]],"date-time":"2024-12-30T05:07:37Z","timestamp":1735535257000},"page":"943-956","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":0,"title":["Convergence of multi-agent systems controlled by iterative learning strategies with continuous data losses"],"prefix":"10.1177","volume":"48","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2038-3892","authenticated-orcid":false,"given":"Lixun","family":"Huang","sequence":"first","affiliation":[{"name":"School of Electronics and Information, Zhengzhou University of Light Industry, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huan","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Zhengzhou University of Light Industry, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hui","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Zhengzhou University of Light Industry, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6165-3388","authenticated-orcid":false,"given":"Zhe","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Electronics and Information, Zhengzhou University of Light Industry, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bin","family":"Jiang","sequence":"additional","affiliation":[{"name":"School of Electronics and Information, Zhengzhou University of Light Industry, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lijun","family":"Sun","sequence":"additional","affiliation":[{"name":"College of Information Science and Engineering, Henan University of Technology, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2024,12,30]]},"reference":[{"key":"e_1_3_2_2_1","doi-asserted-by":"publisher","DOI":"10.1049\/iet-cta.2015.0616"},{"key":"e_1_3_2_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asej.2023.102482"},{"issue":"1","key":"e_1_3_2_4_1","first-page":"684642","article-title":"Stability analysis of high-order iterative learning control for a class of nonlinear switched systems","volume":"2013","author":"Bu X","year":"2013","unstructured":"Bu X, Yu F, Fu Z, Wang F (2013a) Stability analysis of high-order iterative learning control for a class of nonlinear switched systems. 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