{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T08:31:26Z","timestamp":1772526686854,"version":"3.50.1"},"reference-count":50,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,6,8]],"date-time":"2022-06-08T00:00:00Z","timestamp":1654646400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,6,8]],"date-time":"2022-06-08T00:00:00Z","timestamp":1654646400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,6,8]]},"DOI":"10.23919\/acc53348.2022.9867773","type":"proceedings-article","created":{"date-parts":[[2022,9,5]],"date-time":"2022-09-05T20:24:10Z","timestamp":1662409450000},"page":"4335-4340","source":"Crossref","is-referenced-by-count":8,"title":["On Learning Discrete-Time Fractional-Order Dynamical Systems"],"prefix":"10.23919","author":[{"given":"Sarthak","family":"Chatterjee","sequence":"first","affiliation":[{"name":"Rensselaer Polytechnic Institute,Department of Electrical, Computer, and Systems Engineering,Troy,NY,USA"}]},{"given":"Sergio","family":"Pequito","sequence":"additional","affiliation":[{"name":"Delft University of Technology,Delft Center for Systems and Control,Delft,The Netherlands"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1004608"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-8176-4948-7"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/abc740"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.23919\/ACC45564.2020.9147545"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3850\/9783981537079_0502"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2009.08.020"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/BF01459080"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/18.119751"},{"key":"ref35","first-page":"804","article-title":"Adaptive feedback control of fractional order discrete state-space systems","volume":"1","author":"dzieli?ski","year":"2005","journal-title":"Proceedings of the International Conference on Computational Intelligence for Modelling Control and Automation and International Conference on Intelligent Agents Web Technologies and Internet Commerce (CIMCAIAWTIC’06)"},{"key":"ref34","author":"magin","year":"2006","journal-title":"Fractional Calculus in Bioengineering"},{"key":"ref28","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-04879-6","author":"west","year":"2014","journal-title":"Networks of echoes imitation innovation and invisible leaders"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.14.000529"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-18101-6_5"},{"key":"ref2","author":"s\u00f6derstr\u00f6m","year":"1988","journal-title":"System Identification"},{"key":"ref1","author":"ljung","year":"1999","journal-title":"System identification (2nd ed ) Theory for the user"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CDC40024.2019.9029303"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/LCSYS.2020.3042924"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CDC42340.2020.9304362"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1038\/nn.2212"},{"key":"ref23","author":"moon","year":"2008","journal-title":"Chaotic and Fractal Dynamics Introduction for Applied Scientists and Engineers"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-4371(03)00279-6"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3389\/fphys.2010.00015"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.23919\/ACC.2018.8430866"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2018.07.008"},{"key":"ref11","first-page":"4639","article-title":"Spectral filtering for general linear dynamical systems","author":"hazan","year":"2018","journal-title":"Advances in neural information processing systems"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/ab7a4e"},{"key":"ref12","first-page":"1025","article-title":"Gradient descent learns linear dynamical systems","volume":"19","author":"hardt","year":"2018","journal-title":"Journal of Machine Learning Research"},{"key":"ref13","first-page":"5610","article-title":"Near optimal finite time identification of arbitrary linear dynamical systems","author":"sarkar","year":"2019","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"ref14","first-page":"1","article-title":"Finite time LTI system identification","volume":"22","author":"sarkar","year":"2021","journal-title":"Journal of Machine Learning Research"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.23919\/ACC.2019.8814438"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CDC40024.2019.9029499"},{"key":"ref17","first-page":"439","article-title":"Learning without mixing: Towards a sharp analysis of linear system identification","author":"simchowitz","year":"2018","journal-title":"Proceedings of the Conference on Learning Theory"},{"key":"ref18","first-page":"2714","article-title":"Learning linear dynamical systems with semi-parametric least squares","author":"simchowitz","year":"2019","journal-title":"Proceedings of the Conference on Learning Theory"},{"key":"ref19","first-page":"3487","article-title":"Active learning for identification of linear dynamical systems","author":"wagenmaker","year":"2020","journal-title":"Proceedings of the Conference on Learning Theory"},{"key":"ref4","first-page":"4192","article-title":"Regret bounds for robust adaptive control of the linear quadratic regulator","author":"dean","year":"2018","journal-title":"Advances in neural information processing systems"},{"key":"ref3","first-page":"1","article-title":"Regret bounds for the adaptive control of linear quadratic systems","author":"abbasi-yadkori","year":"2011","journal-title":"Proceedings of the Conference on Learning Theory JMLR Workshop and Conference Proceedings"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.23919\/ACC.2019.8814865"},{"key":"ref5","first-page":"1","article-title":"On the sample complexity of the linear quadratic regulator","author":"dean","year":"2019","journal-title":"Foundations of Computational Mathematics"},{"key":"ref8","first-page":"1300","article-title":"Learning linear-quadratic regulators efficiently with only $\\sqrt T $ regret","author":"cohen","year":"2019","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"ref7","article-title":"Certainty equivalence is efficient for linear quadratic control","author":"mania","year":"2019","journal-title":"arXiv preprint arXiv 1902 07979"},{"key":"ref49","article-title":"Identification of the fractional-order systems: A frequency domain approach","author":"dzieli?ski","year":"2011","journal-title":"Acta Montanistica Slovaca"},{"key":"ref9","article-title":"Non-asymptotic analysis of robust control from coarse-grained identification","author":"tu","year":"2017","journal-title":"arXiv preprint arXiv 1707 06990"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1214\/16-AOS1435"},{"key":"ref45","article-title":"On the convergence of the EM algorithm: A data-adaptive analysis","author":"wu","year":"2016","journal-title":"arXiv preprint arXiv 1611 00519"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.3182\/20060719-3-PT-4902.00036"},{"key":"ref47","first-page":"6956","article-title":"Convergence of gradient EM on multi-component mixture of Gaussians","author":"yan","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84800-155-8_7"},{"key":"ref41","article-title":"CVX: Matlab software for disciplined convex programming, version 2.1","author":"grant","year":"2014"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2010.10.013"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2005.05.008"}],"event":{"name":"2022 American Control Conference (ACC)","location":"Atlanta, GA, USA","start":{"date-parts":[[2022,6,8]]},"end":{"date-parts":[[2022,6,10]]}},"container-title":["2022 American Control Conference (ACC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9866948\/9867142\/09867773.pdf?arnumber=9867773","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,26]],"date-time":"2023-11-26T16:00:21Z","timestamp":1701014421000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9867773\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,8]]},"references-count":50,"URL":"https:\/\/doi.org\/10.23919\/acc53348.2022.9867773","relation":{},"subject":[],"published":{"date-parts":[[2022,6,8]]}}}