The mathematical formula of the Laplace and Z transforms are same with just one difference. I.e. in the first we use t for continuous-time signal and in the latter uses n for discrete-time signal. I don't think that there are any other differences.
While discussing Fourier transform for continuous-time (normally analog) signals, we use the continuous Fourier transform and for discrete-time (most often digital) signals we use the discrete-time Fourier transform (DTFT).
So my question is why the Z transform is considered a separate transform? Why it is not named the "Discrete Laplace Transform" ?
Answer
There is indeed a transform called discrete Laplace transform and it is of course closely related to the Z-transform. The (unilateral) discrete Laplace transform of a sequence fn is defined by (cf. link)
LT{fn}=∞∑n=0fne−snT
with some T>0. The discrete Laplace transform can be interpreted as the Laplace transform of a sampled function f(t)⋅∑nδ(t−nT) with fn=f(nT).
In practice it is not convenient to have the factor esT appear everywhere. If one substitutes z=esT, the discrete Laplace transform is called (unilateral) Z-transform:
Z{fn}=∞∑n=0fnz−n
The same can obviously be done for the bilateral versions of the transforms, where the integrals and the sums start at −∞.
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