Signals and Systems: Response of LTI systems to Complex Exponentials

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SUMMARY

The discussion focuses on evaluating the integral for calculating the Amplitude Factor of a Linear Time-Invariant (LTI) system with a time shift of 3, represented by the equation y(t) = x(t - 3). The derived transfer function is H(s) = e^(-3s). The mathematical foundation involves the Laplace Transform, where Y(s) = H(s) X(s) and the relationship between the input x(t) and output y(t) is established through the impulse response h(t).

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  • Understanding of Linear Time-Invariant (LTI) systems
  • Familiarity with Laplace Transform (specifically, \mathcal{L})
  • Knowledge of convolution operators in signal processing
  • Basic calculus for evaluating integrals
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mayan
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How will we evaluate the integral for calculation of Amplitude Factor for an LTI system for which the input and output are related by a time shift of 3, i.e.,

y(t) = x(t - 3)


The answer is: H(s) = e^(-3s)

I want to understand the Mathematics behind the evaluation of the integral.

Thanks.
 
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i'm not sure how the title of your post is related to the content.

by definition, on the left side you have,

Y(s) = \mathcal{L} \left\{y(t)\right\} = \int_{-\infty}^{+\infty} e^{-st} y(t) \,dt

and, also by definition,

X(s) = \mathcal{L} \left\{x(t)\right\} = \int_{-\infty}^{+\infty} e^{-st} x(t) \,dt

and, it turns out that for LTI systems, after you show that the convolution operator and some impulse response is what relates the input x(t) to the output y(t), then

Y(s) = H(s) X(s)

where

H(s) = \mathcal{L} \left\{h(t)\right\} = \int_{-\infty}^{+\infty} e^{-st} h(t) \,dt

and h(t) is the impulse response of the LTI system and completely characterizes the input/output relationship of the LTI system.

now, in your specific case,

Y(s) = \mathcal{L} \left\{y(t)\right\} = \mathcal{L} \left\{x(t-3)\right\} = \int_{-\infty}^{+\infty} e^{-st} x(t-3) \,dt

which, after you do a trivial substitution of variable of integration is

Y(s) = \int_{-\infty}^{+\infty} e^{-s(t+3)} x(t) \,dt = e^{-s \cdot 3} \int_{-\infty}^{+\infty} e^{-st} x(t) \,dt = e^{-s \cdot 3} \cdot X(s)

which means that

H(s) = e^{-s \cdot 3}.
 
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