Experiments in Fluids

, Volume 29, Supplement 1, pp S003–S012

Theoretical analysis of the measurement precision in particle image velocimetry

  • J. Westerweel

DOI: 10.1007/s003480070002

Cite this article as:
Westerweel, J. Experiments in Fluids (2000) 29: S003. doi:10.1007/s003480070002

Abstract

An analytical expression for the error in the sub-pixel displacement is derived. The expression relates the error to the second- and fourth-order moments of the intensity probability density function, which can both be expressed in terms of the source density. Scaling relations for the error as a function of the particle-image diameter are determined by means of the Cramèr–Rao lower bound, for both constant image density and constant source density. The analytical expression is evaluated for the error as a function of the sub-pixel displacement, the particle-image diameter, and the image density, and the results are validated against results from Monte-Carlo simulations. It is demonstrated that results obtained from synthetic PIV images that do not represent the correct image intensity probability density function systematically underestimate the displacement measurement error.

Copyright information

© Springer-Verlag Berlin Heidelberg 2000

Authors and Affiliations

  • J. Westerweel
    • 1
  1. 1.Laboratory for Aero and Hydrodynamics Delft University of Technology Rotterdamseweg 145, 2628 AL Delft The NetherlandsNL