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research article

Model-Based Estimation of Three-Dimensional Stiffness Parameters in Photonic-Force Microscopy

Thévenaz, P.  
•
Singh, A. S. G.
•
Bertseva, E.  
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2010
IEEE Transactions on NanoBioscience

We propose a system to characterize the 3-D diffusion properties of the probing bead trapped by a photonic-force microscope. We follow a model-based approach, where the model of the dynamics of the bead is given by the Langevin equation. Our procedure combines software and analog hardware to measure the corresponding stiffness matrix. We are able to estimate all its elements in real time, including off-diagonal terms. To achieve our goal, we have built a simple analog computer that performs a continuous preprocessing of the data, which can be subsequently digitized at a much lower rate than is otherwise required. We also provide an effective numerical algorithm for compensating the correlation bias introduced by a quadrant photodiode detector in the microscope. We validate our approach using simulated data and show that our bias-compensation scheme effectively improves the accuracy of the system. Moreover, we perform experiments with the real system and demonstrate real-time capabilities. Finally, we suggest a simple adjunction that would allow one to determine the mass matrix as well.

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Type
research article
DOI
10.1109/TNB.2010.2043260
Web of Science ID

WOS:000278541200002

Author(s)
Thévenaz, P.  
Singh, A. S. G.
Bertseva, E.  
Lekki, J.
Kulik, A. J.  
Unser, M.  
Date Issued

2010

Publisher

Institute of Electrical and Electronics Engineers

Published in
IEEE Transactions on NanoBioscience
Volume

9

Issue

2

Start page

90

End page

99

Subjects

Brownian motion

•

Langevin process

•

quadrant photodiode (QPD)

•

Tracking Microrheology

•

Position Detection

•

Particle-Tracking

•

Splines

•

Probe

•

Cells

URL

URL

http://bigwww.epfl.ch/publications/thevenaz1001.html

URL

http://bigwww.epfl.ch/publications/thevenaz1001.ps
Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
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Available on Infoscience
June 9, 2010
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/50718
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