Theoretical analysis of the measurement precision in particle image velocimetry

作者: J. Westerweel

DOI: 10.1007/S003480070002

关键词: Function (mathematics)Mathematical analysisUpper and lower boundsObservational errorOpticsProbability density functionParticle image velocimetryIntensity (physics)Constant (mathematics)Displacement (vector)Physics

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

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