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2.5 Square waves are
nasty It
follows from the statement of the Nyquist criterion above that
it is only possible to reproduce signals that are band-limited
by using a digitally
based stimulus generator. If an attempt is made to generate a non-band-limited
stimulus however, all the energy in the signal that is supposed
to be above the Nyquist frequency (fN) will be aliased into
the pass-band of the system and a distorted waveform will be produced.
The group of signals
that most commonly fall into this category is square-waves. Fourier
analysis of a square wave (fs) with a fundamental frequency
f0 shows that it is
composed of the sum of the odd harmonics (fn) with decreasing amplitude
to infinity.
fs=f0/1-f3/3+f5/5-f7/7 … etc.
Even if the sampling frequency is arranged such that the fundamental
or even the lower harmonics pass the Nyquist criterion, the relatively
slow convergence of the series will mean that significant energy is available
for aliasing.
To avoid this problem and ensure that the stimulus is as faithfully
generated as possible without artefacts think in terms of sine waves only
and shun square waves or anything with sharp edges. This applies equally
to spatial and temporal waveforms.
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