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dc.contributor.authorBelkhatir, Zehor
dc.contributor.authorLaleg-Kirati, Taous-Meriem
dc.date.accessioned2016-11-03T06:57:37Z
dc.date.available2016-11-03T06:57:37Z
dc.date.issued2015-11-05
dc.identifier.citationBelkhatir Z, Laleg-Kirati T-M (2015) Joint estimation of the fractional differentiation orders and the unknown input for linear fractional non-commensurate system. 2015 IEEE Conference on Control Applications (CCA). Available: http://dx.doi.org/10.1109/CCA.2015.7320660.
dc.identifier.doi10.1109/CCA.2015.7320660
dc.identifier.urihttp://hdl.handle.net/10754/621320
dc.description.abstractThis paper deals with the joint estimation of the unknown input and the fractional differentiation orders of a linear fractional order system. A two-stage algorithm combining the modulating functions with a first-order Newton method is applied to solve this estimation problem. First, the modulating functions approach is used to estimate the unknown input for a given fractional differentiation orders. Then, the method is combined with a first-order Newton technique to identify the fractional orders jointly with the input. To show the efficiency of the proposed method, numerical examples illustrating the estimation of the neural activity, considered as input of a fractional model of the neurovascular coupling, along with the fractional differentiation orders are presented in both noise-free and noisy cases.
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.titleJoint estimation of the fractional differentiation orders and the unknown input for linear fractional non-commensurate system
dc.typeConference Paper
dc.contributor.departmentComputational Bioscience Research Center (CBRC)
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
dc.contributor.departmentElectrical Engineering Program
dc.identifier.journal2015 IEEE Conference on Control Applications (CCA)
dc.conference.date21 September 2015 through 23 September 2015
dc.conference.nameIEEE Conference on Control and Applications, CCA 2015
kaust.personBelkhatir, Zehor
kaust.personLaleg-Kirati, Taous-Meriem
dc.date.published-online2015-11-05
dc.date.published-print2015-09


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