Uncertainty Principle & Fourier Transforms ๐Ÿ“Š

Exploring the uncertainty principle in Fourier transforms and its significance in signal analysis. Support future projects: https://www.patreon.com/3blue1brown

Uncertainty Principle & Fourier Transforms ๐Ÿ“Š
3Blue1Brown
2.2M views โ€ข Feb 25, 2018
Uncertainty Principle & Fourier Transforms ๐Ÿ“Š

About this video

The meaning of the uncertainty principle in the context of Fourier transforms
Help fund future projects: https://www.patreon.com/3blue1brown
An equally valuable form of support is to simply share some of the videos.
Special thanks to these supporters: http://3b1b.co/uncertainty-thanks

For more on quantum mechanical wave functions, I highly recommend this video by udiprod:
https://youtu.be/p7bzE1E5PMY

Minute physics on special relativity:
https://youtu.be/1rLWVZVWfdY

Main video on the Fourier transform
https://youtu.be/spUNpyF58BY

Louis de Broglie thesis:
http://aflb.ensmp.fr/LDB-oeuvres/De_Broglie_Kracklauer.pdf

More on Doppler radar:
Radar basics: https://www.eetimes.com/document.asp?doc_id=1278808

There's a key way in which the description I gave of the trade-off in Doppler radar differs from reality. Since the speed of light is so drastically greater than the speed of things being detected, the Fourier representation for pulse echoes of different objects would almost certainly overlap unless it was played for a very long time. In effect, this is what happens, since one does not send out a single pulse, but a whole bunch of evenly spaced pulses as some pulse repetition frequency (or PRF).

This means the Fourier representation of all those pulses together can actually be quite sharp. Assuming a large number of such pulses, it will look like several vertical lines spaced out by the PRF. As long as the pulses are far enough apart that the echoes of multiple objects on the field from different targets don't overlap, it's not a problem for position determinations that the full sequence of pulses occupies such a long duration. However, the trade-off now comes in choosing the right PRF. See the above article for more information.

Music by Vincent Rubinetti:
https://vincerubinetti.bandcamp.com/album/the-music-of-3blue1brown

Thanks to these viewers for their contributions to translations
Hebrew: Omer Tuchfeld

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Duration

18:07

Published

Feb 25, 2018

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