Finite-time simultaneous estimation of aortic blood flow and differentiation order for fractional-order arterial Windkessel model calibration
Date
2021-11-02
Advisors
Journal Title
Journal ISSN
ISSN
Volume Title
Publisher
Elsevier
Type
Conference
Peer reviewed
Yes
Abstract
A fractional-order vascular model representation for emulating arterial hemody-namics has been recently presented as an alternative to the well-known integer-order arterial Windkessel. The model uses a fractional-order capacitor (FOC) to describe the complex and frequency-dependent arterial compliance. This paper presents a two-stage algorithm based on modulating functions for finite-time simultaneous estimation of the model’s input and the fractional differentiation order. The proposed approach is validated using in-silico human data. Results show the prominent potential of this method for calibrating arterial models and enhancing cardiovascular mechanics research as well as clinical practice.
Description
Keywords
joint estimation, modulating functions, Windkessel model, fractional derivative
Citation
Bahloul, M. et al. (2021) Finite-time simultaneous estimation of aortic blood flow and differentiation order for fractional-order arterial Windkessel model calibration. IFAC-PapersOnLine, 54 (15), pp. 538-543