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Next: Relationship between Impulse Response Up: Relationship between Impulse Response Previous: Introduction to the Laplace
Introduction to the z-transform
Given a discrete time LTI system with impulse response
, recall that the response (if it's well defined) to the input signal
is
, where
is the transfer function of the system. Now let's calculate the response to the input signal
in terms of the impulse response:
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From this, we see that the summation above in the square brackets must be the transfer function:
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The right hand side of the above equation is known as the z-transform of the signal
. Thus, the transfer function of an LTI system is the z-transform of the system's impulse response. The region of convergence of the transfer function is thus the set of complex numbers
for which the z-transform of the impulse response converges.
R. L. Cruz
Fri Dec 25 20:53:17 PST 1998