Show that a necessary and sufficient condition for \(p(t)\) to be a real function of time is that its Fourier transform \(\breve{P}(\omega)\) have the symmetry property \(\breve{P}(-\omega)=\breve{P} *(\omega)\), which shows that the real part of \(\breve{P}(\omega)\) is an even function of \(\omega\) but that its imaginary part is an odd function of \(\omega\) Then show that a necessary and sufficient condition for \(q(t)\), as given by (12 7.2) also to be real is for \(\breve{P}(\omega) \breve{T}(\omega)\), and hence \(\widetilde{T}(\omega)\), to obey the same symmetry property, so that \(\breve{T}(-\omega)={T}^{*}(\omega) .\) Note that this argument establishes the evenness and oddness of the real and imaginary parts of a transfer function without using the delta function.

Short Answer

Expert verified
In summary, to ensure that a given function p(t) is real, it is necessary and sufficient for its Fourier transform P(ω) to have the symmetry property \(P(-\omega) = P^*(\omega)\). Similarly, for another function q(t) to be real, the product of its Fourier transform and transfer function, P(ω)T(ω), should also have the required symmetry property, i.e., \(P(-\omega)T(-\omega) = P^*(\ω)T^*(\ω)\). This ensures the evenness and oddness of the real and imaginary parts of the transfer function hold, making q(t) real as well.

Step by step solution

01

Fourier Transform Definition

Recall the definition of the Fourier transform: \(P(\omega) = \int_{-\infty}^{\infty} p(t)e^{-i\omega t} dt\). We will use this definition to find the required symmetry property.
02

Symmetry Property from p(t) to P(ω)

Suppose that p(t) is a real function of time, meaning \(p(t)=p^*(t)\). Now we can find the Fourier transform of p(t), P(ω): \(P(-\omega) = \int_{-\infty}^{\infty} p(t)e^{i\omega t} dt\) Since p(t) is real, we can write this as: \(P(-\omega) = \int_{-\infty}^{\infty} p^*(t)e^{i\omega t} dt = P^*(\omega)\). This is the desired symmetry property: \(P(-\omega) = P^*(\omega)\).
03

Symmetry Property from P(ω) to p(t)

If a function P(ω) has the symmetry property \(P(-\omega) = P^*(\omega)\), let's find out if p(t) is also real. We can use the inverse Fourier transformation of P(ω): \(p(t) = \frac{1}{2\pi} \int_{-\infty}^{\infty} P(\omega)e^{i\omega t} d\omega\) To find the complex conjugate of p(t), we first find the complex conjugate of the integrand: \(P^*(\omega)e^{-i\omega t} = P(-\omega)e^{-i(-\omega)t} = P(-\omega)e^{i\omega t}\) Thus, \(p^*(t) = \frac{1}{2\pi} \int_{-\infty}^{\infty} P^*(\omega)e^{-i\omega t} d\omega = \frac{1}{2\pi} \int_{-\infty}^{\infty} P(-\omega)e^{i\omega t} d\omega\) Now we make a change of variables, let \(-\omega = v\), then \(d\omega = -dv\) \(p^*(t) = -\frac{1}{2\pi} \int_{\infty}^{-\infty} P(v)e^{-iv t} dv = \frac{1}{2\pi} \int_{-\infty}^{\infty} P(v)e^{-iv t} dv\) As both p(t) and p*(t) have the same expression, \(p(t) = p^*(t)\). Thus, p(t) is a real function.
04

Condition for q(t) to be Real

Now we need to show that to make q(t) real, P(ω)T(ω) should also have the required symmetry property. Using a similar approach as before, we can say that if: \(P(ω)T(ω)\) has symmetry property, then: \(P(-\omega)T(-\omega) = P^*(\omega)T^*(\omega)\) And as we already know that P(ω) has symmetry property: \(P^*(\omega)T^*(\omega) = P^*(\omega)T(-\omega)\) This means \(\breve{T}(-\omega)={T}^{*}(\omega)\). This equality ensures that the evenness and oddness of the real and imaginary parts of the transfer function hold without using the delta function.

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Most popular questions from this chapter

Establish the integral $$ \int_{0}^{\infty} \sin a t \cos b t d t=\frac{a^{2}}{a^{2}-b^{2}} $$ by first multiplying the integrand by \(e^{-s t}\) and allowing \(s \rightarrow 0\) after integration. This, or a similar artifice, is of necessary in evaluating Fourier transform integrals. A Fourier transform so evaluated is then described as a limiting form.

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