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Convolution Method for calculating system output

We saw before that an arbitrary input sequence x(n) can be represented by a sum of weighted delayed unit impulse functions :

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If we knew the response h(n) of the system to tex2html_wrap_inline535 , it is straightforward for an LTI system to write a corresponding expression for y(n) , the output from the system.

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Linearity = homogeneity + additivity

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The Convolution Sum
Thus the forced output of an LTI discrete system with unit sample response h(n) is given by the convolution sum :

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The MATLAB function conv produces a convolution sum.
However the problem remains to calculate h(n). Calculating h(n) from the DE in the time domain is not easy in general. It is better done using transform methods yet to come.



Keith Jones
Mon Oct 26 11:49:50 EST 1998