{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,3]],"date-time":"2022-04-03T03:24:30Z","timestamp":1648956270803},"reference-count":21,"publisher":"World Scientific Pub Co Pte Lt","issue":"08","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Bifurcation Chaos"],"published-print":{"date-parts":[[2005,8]]},"abstract":"<jats:p>This paper presents a neural network-based digital redesign approach for digital control of continuous-time chaotic systems with unknown structures and parameters. Important features of the method are that: (i) it generalizes the existing optimal linearization approach for the class of state-space models which are nonlinear in the state but linear in the input, to models which are nonlinear in both the state and the input; (ii) it develops a neural network-based universal optimal linear state-space model for unknown chaotic systems; (iii) it develops an anti-digital redesign approach for indirectly estimating an analog control law from a fast-rate digital control law without utilizing the analog models. The estimated analog control law is then converted to a slow-rate digital control law via the prediction-based digital redesign method; (iv) it develops a linear time-varying piecewise-constant low-gain tracker which can be implemented using microprocessors. Illustrative examples are presented to demonstrate the effectiveness of the proposed methodology.<\/jats:p>","DOI":"10.1142\/s021812740501340x","type":"journal-article","created":{"date-parts":[[2005,9,29]],"date-time":"2005-09-29T09:34:54Z","timestamp":1127986494000},"page":"2433-2455","source":"Crossref","is-referenced-by-count":0,"title":["NEURAL NETWORK-BASED DIGITAL REDESIGN APPROACH FOR CONTROL OF UNKNOWN CONTINUOUS-TIME CHAOTIC SYSTEMS"],"prefix":"10.1142","volume":"15","author":[{"given":"JOSE I.","family":"CANELON","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Houston, N308 Engineering Building 1, Houston, TX 77204-4005, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"LEANG S.","family":"SHIEH","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Houston, N308 Engineering Building 1, Houston, TX 77204-4005, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"SHU M.","family":"GUO","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Information Engineering, National Cheng-Kung University, Tainan, Taiwan, 701, ROC"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"HEIDAR A.","family":"MALKI","sequence":"additional","affiliation":[{"name":"Department of Engineering Technology, University of Houston, 304 Technology, Houston, TX 77204-4020, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2011,11,20]]},"reference":[{"key":"rf1","doi-asserted-by":"publisher","DOI":"10.1109\/37.581297"},{"key":"rf2","doi-asserted-by":"publisher","DOI":"10.1142\/S021812740300714X"},{"key":"rf3","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1992.4.2.141"},{"key":"rf4","doi-asserted-by":"publisher","DOI":"10.1142\/3033"},{"key":"rf5","doi-asserted-by":"publisher","DOI":"10.1142\/S0218127499001024"},{"key":"rf6","first-page":"732","volume":"10","author":"Chua L. 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