Nyquist theorem

E166675

The Nyquist theorem is a fundamental principle in signal processing that states a continuous signal can be perfectly reconstructed from its samples if it is sampled at more than twice its highest frequency component.

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Predicate Object
instanceOf principle in signal processing
sampling theorem
alsoKnownAs Nyquist–Shannon sampling theorem
linked to: Nyquist theorem
appliesTo continuous-time signals
discrete-time sampling
assumes ideal reconstruction filter
ideal sampling
signal is band-limited
category theorem in applied mathematics
theorem in electrical engineering
condition sampling frequency must be strictly greater than twice the highest frequency component of the signal
consequence prevents aliasing when sampling
prevents spectral overlap in frequency domain
ensures unique representation of band-limited signals by their samples
extendedBy Shannon’s information theory
field information theory
signal processing
telecommunications
historicalOrigin work of Harry Nyquist on telegraph transmission
implies perfect reconstruction is possible under ideal conditions
influenced modern digital signal processing theory
mathematicalForm fs > 2B, where fs is sampling frequency and B is highest signal frequency
namedAfter Harry Nyquist
relatedConcept Shannon–Hartley theorem
oversampling
reconstruction filter
sampling interval
sinc interpolation
undersampling
relatedTo Claude Shannon
Nyquist frequency
linked to: Nyquist theorem

Nyquist rate
linked to: Nyquist theorem

aliasing
anti-aliasing filter
band-limited signal
sampling rate
statedAs A band-limited continuous-time signal can be perfectly reconstructed from its samples if the sampling frequency is greater than twice the highest frequency present in the signal
usedFor analyzing digital representation of analog signals
design of sampling systems
determining minimum sampling rate
usedIn analog-to-digital conversion
data conversion
digital audio
digital communications
digital image processing
digital-to-analog conversion

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Referenced by (17)

Full triples — surface form annotated when it differs from this entity's canonical label.

Harry Nyquist notableWork Nyquist–Shannon sampling theorem
linked to: Nyquist theorem
Nyquist theorem alsoKnownAs Nyquist–Shannon sampling theorem
linked to: Nyquist theorem
Nyquist theorem relatedTo Nyquist rate
linked to: Nyquist theorem
Nyquist theorem relatedTo Nyquist frequency
linked to: Nyquist theorem
Harry Nyquist knownFor Nyquist–Shannon sampling theorem
subject linked to: Harry
linked to: Nyquist theorem
Harry Nyquist knownFor Nyquist rate
subject linked to: Harry
linked to: Nyquist theorem
Harry Nyquist hasConceptNamedAfter Nyquist frequency
subject linked to: Harry
linked to: Nyquist theorem
Harry Nyquist hasConceptNamedAfter Nyquist rate
subject linked to: Harry
linked to: Nyquist theorem
Harry Nyquist notableFor Nyquist–Shannon sampling theorem
linked to: Nyquist theorem
Harry Nyquist notableFor Nyquist rate
linked to: Nyquist theorem
Harry Nyquist notableFor Nyquist frequency
linked to: Nyquist theorem
Certain Topics in Telegraph Transmission Theory relatedConcept Nyquist rate
linked to: Nyquist theorem
Certain Topics in Telegraph Transmission Theory relatedConcept Nyquist ISI criterion
linked to: Nyquist theorem
Certain Topics in Telegraph Transmission Theory relatedConcept Nyquist bandwidth
linked to: Nyquist theorem
A Pixel is Not a Little Square relatedTo Nyquist–Shannon sampling theorem
linked to: Nyquist theorem