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10 months ago in Fluid Mechanics By Peter

Why is the phase space threshold method everywhere in ADV data cleaning?

SignalProcessing

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By Raghu Answered 9 months ago

Because it works well enough and is easy to implement. The PSTM is intuitive: you plot velocity increments in 3D phase space and cut off outliers beyond a statistical threshold. Fancier methods like Kernel Density Estimation might give you cleaner spectra closer to the -5/3 law, but they're heavier and finickier. The PSTM is a robust, computationally cheap first pass. Sometimes "good enough and fast" wins.

 

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