Nyquist frequency and sampling frequency

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SUMMARY

The discussion centers on the Nyquist frequency and sampling frequency, specifically the equation N = 2 f_s / f_lowest and its implications in discrete sampling of time-varying signals. Participants express confusion regarding the application of these equations, particularly in relation to aliasing. The conversation highlights the dual interpretation of alias frequency, where it can refer to both higher frequencies producing identical samples and lower frequencies that lead to observed samples when sampling frequency is insufficient. The inconsistency in authoritative sources regarding aliasing terminology is also noted.

PREREQUISITES
  • Understanding of Nyquist Theorem
  • Familiarity with sampling frequency concepts
  • Knowledge of aliasing in signal processing
  • Basic principles of discrete signal analysis
NEXT STEPS
  • Study the Nyquist Theorem and its implications for signal sampling
  • Learn about aliasing and its effects on signal integrity
  • Explore discrete sampling techniques in signal processing
  • Review authoritative texts on time-varying signal analysis
USEFUL FOR

Students and professionals in electrical engineering, signal processing specialists, and anyone involved in the analysis of time-varying signals will benefit from this discussion.

pinkcashmere
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Homework Statement


##N= \frac{2 f_s}{f_{lowest}}####\frac{f_s}{2} - \frac{f_s}{N}##

Homework Equations


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The Attempt at a Solution


I have these equations listed on a formula sheet but I do not know what they are used for. It is from a chapter titled "Discrete Sampling and Analysis of Time Varying Signals". Can someone explain what these would be used for?
 
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Your textbook, perhaps ? Or your notes ?
 
Hi pinkcashmere,
This is a topic I know nothing about, so I tried to brush it up from the net.
Couldn't find anything that squared with that equation or that expression. I felt perhaps the "lowest" was a reference to the lowest alias frequency, but couldn't get that to work.
I did notice that two authoritative looking pages were somewhat confused regarding aliasing. Looks like one copied extracts from the other and copied the error. Seems to me the term alias frequency can mean two slightly different things:
- where the sampling frequency is more than double the actual frequency, it is a higher frequency that produce the same samples.
- where the sampling frequency is less than that, it is that frequency less than half the sampling frequency that would produce the observed samples.
The error is that the text discusses aliasing as though it refers to the first case, then shows a folding diagram illustrating the second case.
 

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