Identification of internal properties of fibres and micro-swimmers.

Proc Math Phys Eng Sci

Institut de Mécanique des Fluides de Toulouse (IMFT) , Université de Toulouse, CNRS , INPT , UPS , Allée du Pr. Camille Soula , 31400 Toulouse , France.

Published: January 2017

AI Article Synopsis

  • The paper explores how to identify constitutive parameters in both passive and active micro-swimmers using a bead-model framework.
  • It demonstrates a linear relationship between elastic parameters and velocities through kinematic constraints, enabling clearer identification conditions.
  • The authors develop unbiased estimators for these parameters amidst noise, showcasing the effectiveness of their method through numerical tests and various configurations.

Article Abstract

In this paper, we address the identifiability of constitutive parameters of passive or active micro-swimmers. 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.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5312122PMC
http://dx.doi.org/10.1098/rspa.2016.0517DOI Listing

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