, if all poles of
are in the left half-plane.
The final value theorem is useful because it gives the long-term behaviour without having to perform partial fraction decompositions or other difficult algebra. If a function’s poles are in the right-hand plane (e.g.
or
) , this formula is not useful.
In signal and system we use directly the formula oflaplacetransform but for differentiation equation we need some another formula which is derived below:
It is often convenient to use the differentiation property of theLaplacetransform to find the transform of a function’s derivative. This can be derived from the basic expression for aLaplacetransform as follows:
yielding
and in the bilateral case,
The general result
where fn is the n-th derivative of f.
In signal and system, fourier transform is same as laplacetransform .But it does not have ROC(region of convergence). The continuous Fourier transform is equivalent to evaluating the bilateral Laplace transform with imaginary argument s = iω or s = 2πfi :
The above relation is valid as stated if and only if the region of convergence (ROC) of F(s) contains the imaginary axis, σ = 0. For example, the function f(t) = cos(ω0t) has a Laplace transform F(s) = s/(s2 + ω02) whose ROC is Re(s) > 0. As s = iω is a pole of F(s), substituting s = iω in F(s) does not yield the Fourier transform of f(t)u(t), which is proportional to the Dirac delta-function δ(ω-ω0).
However, a relation of the form
holds under much weaker conditions..
The unilateral or one-sided Z-transform is simply theLaplacetransform of an ideally sampled signal with the substitution of
where
is the sampling period (in units of time e.g., seconds) and ![]()
is the sampling rate (in samples per second or hertz).
Let
be a sampling impulse train (also called a Dirac comb) and
be the continuous-time representation of the sampled ![]()
The Laplace transform of the sampled signal
is
This is precisely the definition of the unilateral Z-transform of the discrete function ![]()
Comparing the last two equations, we find the relationship between the unilateral Z-transform and theLaplacetransform of the sampled signal: