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Identification of internal properties of fibres and micro-swimmers

  • Université de Toulouse

Research output: Contribution to journalArticlepeer-review

Abstract

In this paper, we address the identifiability of constitutive parameters of passive or active microswimmers. We first present a general framework for describing fibres or micro-swimmers using a bead-model description. Using a kinematic constraint formulation to describe fibres, flagellum or cilia, we find explicit linear relationship between elastic constitutive parameters and generalized velocities from computing contact forces. This linear formulation then permits one to address explicitly identifiability conditions and solve for parameter identification. We show that both active forcing and passive parameters are both identifiable independently but not simultaneously. We also provide unbiased estimators for generalized elastic parameters in the presence of Langevin-like forcing with Gaussian noise using a Bayesian approach. These theoretical results are illustrated in various configurations showing the efficiency of the proposed approach for direct parameter identification. The convergence of the proposed estimators is successfully tested numerically.

Original languageEnglish
Article number20160517
JournalProceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
Volume473
Issue number2197
DOIs
Publication statusPublished - 1 Jan 2017
Externally publishedYes

Keywords

  • Active filament
  • Bead models
  • Fibre dynamics
  • Parameter identification
  • Stokes flows

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