Fourier Transform Properties: Difference between revisions

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[[Max Woesner|<b><u>Max Woesner</u></b>]]<br><br>
[[Max Woesner|<b><u>Max Woesner</u></b>]]<br><br>
'''Find <math>\mathcal{F}[cos(w_0t)g(t)]\!</math><br>'''
1.  '''Find <math>\mathcal{F}[cos(w_0t)g(t)]\!</math><br>'''
Recall <math> w_0 = 2\pi f_0\!</math>, so <math>\mathcal{F}[cos(w_0t)g(t)] = \mathcal{F}[cos(2\pi f_0t)g(t)] = \int_{-\infty}^{\infty}cos(2\pi f_0t)g(t)e^{-j2\pi ft}dt\!</math><br>
Recall <math> w_0 = 2\pi f_0\!</math>, so <math>\mathcal{F}[cos(w_0t)g(t)] = \mathcal{F}[cos(2\pi f_0t)g(t)] = \int_{-\infty}^{\infty}cos(2\pi f_0t)g(t)e^{-j2\pi ft}dt\!</math><br>
Also recall <math> cos(\theta) = \frac{1}{2}(e^{j\theta} + e^{-j\theta})\!</math>,so <math>\int_{-\infty}^{\infty}cos(2\pi f_0t)g(t)e^{-j2\pi ft}dt = \int_{-\infty}^{\infty} \frac{1}{2}[e^{j2\pi f_0t}+e^{-j2\pi f_0t}]g(t)e^{-j2\pi ft}dt\!</math><br>
Also recall <math> cos(\theta) = \frac{1}{2}(e^{j\theta} + e^{-j\theta})\!</math>,so <math>\int_{-\infty}^{\infty}cos(2\pi f_0t)g(t)e^{-j2\pi ft}dt = \int_{-\infty}^{\infty} \frac{1}{2}[e^{j2\pi f_0t}+e^{-j2\pi f_0t}]g(t)e^{-j2\pi ft}dt\!</math><br>
Now <math>\int_{-\infty}^{\infty} \frac{1}{2}[e^{j2\pi f_0t}+e^{-j2\pi f_0t}]g(t)e^{-j2\pi ft}dt = \frac{1}{2}\int_{-\infty}^{\infty}e^{-j2\pi (f-f_0)t}g(t)dt+\frac{1}{2}\int_{-\infty}^{\infty}e^{-j2\pi (f+f_0)t}g(t)dt = \frac{1}{2}G(f-f_0)+ \frac{1}{2}G(f+f_0)\!</math><br>
Now <math>\int_{-\infty}^{\infty} \frac{1}{2}[e^{j2\pi f_0t}+e^{-j2\pi f_0t}]g(t)e^{-j2\pi ft}dt = \frac{1}{2}\int_{-\infty}^{\infty}e^{-j2\pi (f-f_0)t}g(t)dt+\frac{1}{2}\int_{-\infty}^{\infty}e^{-j2\pi (f+f_0)t}g(t)dt = \frac{1}{2}G(f-f_0)+ \frac{1}{2}G(f+f_0)\!</math><br>
So <math>\mathcal{F}[cos(w_0t)g(t)] = \frac{1}{2}[G(f-f_0)+ G(f+f_0)]\!</math>
So <math>\mathcal{F}[cos(w_0t)g(t)] = \frac{1}{2}[G(f-f_0)+ G(f+f_0)]\!</math><br><br>
2.  '''Find <math>\mathcal{F}\bigg[\int_{-\infty}^{\infty}g^*(t) h(t) dt\bigg]\!</math><br>'''


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Revision as of 18:35, 19 October 2009

Some properties to choose from if you are having difficulty....

Max Woesner

1. Find ℱ[cos(w0t)g(t)]
Recall w0=2πf0, so ℱ[cos(w0t)g(t)]=ℱ[cos(2πf0t)g(t)]=∫−∞∞cos(2πf0t)g(t)e−j2πftdt
Also recall cos(θ)=12(ejθ+e−jθ),so ∫−∞∞cos(2πf0t)g(t)e−j2πftdt=∫−∞∞12[ej2πf0t+e−j2πf0t]g(t)e−j2πftdt
Now ∫−∞∞12[ej2πf0t+e−j2πf0t]g(t)e−j2πftdt=12∫−∞∞e−j2π(f−f0)tg(t)dt+12∫−∞∞e−j2π(f+f0)tg(t)dt=12G(f−f0)+12G(f+f0)
So ℱ[cos(w0t)g(t)]=12[G(f−f0)+G(f+f0)]

2. Find ℱ[∫−∞∞g*(t)h(t)dt]


Nick Christman

Find ℱ[10tg(t)ej2πft0]

To begin, we know that

ℱ[10tg(t)ej2πft0]=∫−∞∞10tg(t)ej2πft0e−j2πftdt=∫−∞∞10tg(t)ej2πf(t0−t)dt

But recall that ej2πf(t0−t)≡δ(t0−t) or δ(t−t0)


Because of this definition, our problem has now been simplified significantly:

ℱ[10tg(t)ej2πft0]=∫−∞∞10tg(t)δ(t−t0)dt=10t0g(t0)

Therefore,

ℱ[10tg(t)ej2πft0]=10t0g(t0)



Joshua Sarris

Find ℱ[sin(w0t)g(t)]


Recall w0=2πf0,

so expanding we have,

ℱ[sin(w0t)g(t)]=ℱ[sin(2πf0t)g(t)]=∫−∞∞cos(2πf0t)g(t)e−j2πftdt

Also recall sin(θ)=1j2(ejθ+e−jθ),

so we can convert to exponentials.

∫−∞∞sin(2πf0t)g(t)e−j2πftdt=∫−∞∞1j2[ej2πf0t+e−j2πf0t]g(t)e−j2πftdt

Now integrating gives us,

∫−∞∞1j2[ej2πf0t+e−j2πf0t]g(t)e−j2πftdt=1j2∫−∞∞e−j2π(f−f0)tg(t)dt+12∫−∞∞e−j2π(f+f0)tg(t)dt=1j2G(f−f0)+1j2G(f+f0)


So we now have the identity,

ℱ[cos(w0t)g(t)]=1j2[G(f−f0)+G(f+f0)]

orr rather

ℱ[cos(w0t)g(t)]=12j[G(f−f0)−G(f+f0)]

Reviewed by Max