(→The relationship between Fourier and Laplace transform) |
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== The relationship between Fourier and Laplace transform == | == The relationship between Fourier and Laplace transform == | ||
| − | The continuous-time Fourier transform provides us with a representation for signals as linear combinations of complex exponentials of the form <math>e^{st}</math> with <math>s= | + | The continuous-time Fourier transform provides us with a representation for signals as linear combinations of complex exponentials of the form <math>e^{st}</math> with <math>s=j\omega</math>. |
For s imaginary (i.e., <math>s=jw</math>), | For s imaginary (i.e., <math>s=jw</math>), | ||
| − | <math>X( | + | <math>X(j\omega)=\int_{-\infty}^{\infty}x(t){e^{-j\omega t}}\, dt</math> |
which corresponds to the Fourier transform of x(t). | which corresponds to the Fourier transform of x(t). | ||
| − | For general values of the complex variable s, it is referred to as the Laplace transform of the signal. The complex variable zs can be written as <math>s=\sigma+ | + | For general values of the complex variable s, it is referred to as the Laplace transform of the signal. The complex variable zs can be written as <math>s=\sigma+j\omega</math>, with <math>\sigma</math> and <math>\omega</math> the real and imaginary parts, respectively. |
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| + | <math>X(\sigma+j\omega)=\int_{-\infty}^{\infty}x(t){e^{-(\sigma+j\omega) t}}\, dt</math> | ||
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| + | <math>X(\sigma+j\omega)=\int_{-\infty}^{\infty}[x(t){e^{-\sigma t}}]{e^{-j\omega t}}\, dt</math> | ||
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| + | The Laplace transform of <math>x(t)</math> can be interpreted as the Fourier transform of x(t) after multiplication by a real exponential signal. | ||
Latest revision as of 17:02, 24 November 2008
The relationship between Fourier and Laplace transform
The continuous-time Fourier transform provides us with a representation for signals as linear combinations of complex exponentials of the form $ e^{st} $ with $ s=j\omega $.
For s imaginary (i.e., $ s=jw $), $ X(j\omega)=\int_{-\infty}^{\infty}x(t){e^{-j\omega t}}\, dt $ which corresponds to the Fourier transform of x(t).
For general values of the complex variable s, it is referred to as the Laplace transform of the signal. The complex variable zs can be written as $ s=\sigma+j\omega $, with $ \sigma $ and $ \omega $ the real and imaginary parts, respectively.
$ X(\sigma+j\omega)=\int_{-\infty}^{\infty}x(t){e^{-(\sigma+j\omega) t}}\, dt $
$ X(\sigma+j\omega)=\int_{-\infty}^{\infty}[x(t){e^{-\sigma t}}]{e^{-j\omega t}}\, dt $
The Laplace transform of $ x(t) $ can be interpreted as the Fourier transform of x(t) after multiplication by a real exponential signal.
