{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T15:05:26Z","timestamp":1753887926825,"version":"3.41.2"},"reference-count":39,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2021,10,21]],"date-time":"2021-10-21T00:00:00Z","timestamp":1634774400000},"content-version":"vor","delay-in-days":293,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Computational Intelligence and Neuroscience"],"published-print":{"date-parts":[[2021,1]]},"abstract":"<jats:p>An adaptive neural network (NN) backstepping control method based on command filtering is proposed for a class of fractional\u2010order chaotic systems (FOCSs) in this paper. In order to solve the problem of the item explosion in the classical backstepping method, a command filter method is adopted and the error compensation mechanism is introduced to overcome the shortcomings of the dynamic surface method. Moreover, an adaptive neural network method for unknown FOCSs is proposed. Compared with the existing control methods, the advantage of the proposed control method is that the design of the compensation signals eliminates the filtering errors, which makes the control effect of the actual system improve well. Finally, two examples are given to prove the effectiveness and potential of the proposed method.<\/jats:p>","DOI":"10.1155\/2021\/8962251","type":"journal-article","created":{"date-parts":[[2021,10,22]],"date-time":"2021-10-22T02:21:15Z","timestamp":1634869275000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Neural Network Command Filtered Control of Fractional\u2010Order Chaotic Systems"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1462-7088","authenticated-orcid":false,"given":"Hua","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2021,10,21]]},"reference":[{"key":"e_1_2_8_1_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2013.11.018"},{"key":"e_1_2_8_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cnsns.2014.01.022"},{"key":"e_1_2_8_3_2","doi-asserted-by":"publisher","DOI":"10.1109\/tcyb.2019.2938754"},{"key":"e_1_2_8_4_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.10.007"},{"key":"e_1_2_8_5_2","doi-asserted-by":"publisher","DOI":"10.1109\/tsmc.2016.2640950"},{"key":"e_1_2_8_6_2","doi-asserted-by":"publisher","DOI":"10.1088\/1674-1056\/24\/9\/090505"},{"key":"e_1_2_8_7_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2009.04.003"},{"key":"e_1_2_8_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2012.02.009"},{"key":"e_1_2_8_9_2","doi-asserted-by":"publisher","DOI":"10.1002\/rnc.3202"},{"key":"e_1_2_8_10_2","doi-asserted-by":"publisher","DOI":"10.3390\/e17107185"},{"key":"e_1_2_8_11_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jfranklin.2014.09.023"},{"key":"e_1_2_8_12_2","doi-asserted-by":"publisher","DOI":"10.1016\/s0005-1098(98)00236-2"},{"volume-title":"Nonlinear and Adaptive Control Design","year":"1995","author":"Krstic M.","key":"e_1_2_8_13_2"},{"key":"e_1_2_8_14_2","doi-asserted-by":"publisher","DOI":"10.1109\/9.100933"},{"key":"e_1_2_8_15_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2009.2033808"},{"key":"e_1_2_8_16_2","doi-asserted-by":"publisher","DOI":"10.1049\/iet-cta.2012.0565"},{"key":"e_1_2_8_17_2","doi-asserted-by":"publisher","DOI":"10.1088\/1674-1056\/21\/12\/120505"},{"key":"e_1_2_8_18_2","first-page":"150","article-title":"A novel robust adaptive-fuzzy-tracking control for a class of nonlinear multi-input\/multi-output systems","volume":"18","author":"Li T.-S.","year":"2009","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"e_1_2_8_19_2","doi-asserted-by":"publisher","DOI":"10.1109\/tsmcb.2009.2033563"},{"key":"e_1_2_8_20_2","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2015.2486811"},{"key":"e_1_2_8_21_2","doi-asserted-by":"publisher","DOI":"10.1109\/tfuzz.2009.2021648"},{"key":"e_1_2_8_22_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCST.2011.2121907"},{"key":"e_1_2_8_23_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2013.03.019"},{"key":"e_1_2_8_24_2","doi-asserted-by":"publisher","DOI":"10.1109\/tfuzz.2006.876328"},{"key":"e_1_2_8_25_2","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2013.2254493"},{"key":"e_1_2_8_26_2","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2012.2213092"},{"key":"e_1_2_8_27_2","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2012.2197215"},{"key":"e_1_2_8_28_2","doi-asserted-by":"publisher","DOI":"10.1109\/tfuzz.2012.2196048"},{"key":"e_1_2_8_29_2","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2014.2316289"},{"key":"e_1_2_8_30_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2014.2351399"},{"key":"e_1_2_8_31_2","first-page":"1391","article-title":"Adaptive fuzzy control of direct-current motor dead-zone systems","volume":"10","author":"Wang J.","year":"2014","journal-title":"International Journal of Innovative Computing, Information and Control"},{"key":"e_1_2_8_32_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2012.2226577"},{"key":"e_1_2_8_33_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2016.10.018"},{"key":"e_1_2_8_34_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2014.2370645"},{"key":"e_1_2_8_35_2","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2015.2505088"},{"key":"e_1_2_8_36_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2016.2562502"},{"volume-title":"Fractional Dynamics and Control","year":"2011","author":"Baleanu D.","key":"e_1_2_8_37_2"},{"key":"e_1_2_8_38_2","doi-asserted-by":"crossref","unstructured":"DingD. 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