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The problem is to estimate the essential bandwidth of a rectangular pulse

\begin{equation} g(t) = \Pi(t/T), \end{equation}

Where the essential bandwidth must contain at least $90\%$ of the pulse energy.

Here's what I'm trying to solve :

$$0.9 =\frac1\pi\int\limits_0^{2BT\pi} \mathrm{sinc}^2 \left(\frac x2\right) \,dx$$

I'm not sure how to get MATLAB to solve this numerically for the upper bound value.

first the energy for the pulse is $E_g$

\begin{equation} E_g = \int^{+\infty}_{-\infty} g^2(t)dt\, = \int^{+T/2}_{-T/2} dt\, = T \end{equation}

and

\begin{equation} \ \Pi(t/T) \Longleftrightarrow T\mathrm{sinc}(\pi fT) \end{equation}

and for the Energy Spectral Density of the pulse

\begin{equation} \ \Psi(f) = \mid G(f) \mid ^2 = T^2\mathrm{sinc}^2(\pi fT) \end{equation}

The energy $E_B$ within the band from $0$ to $B$ hertz is

\begin{equation} \ E_B = \int^{+B}_{-B} T^2 \mathrm{sinc}^2(\pi ft)df\, \end{equation}

setting

\begin{equation} \ 2 \pi fT = x \end{equation}

\begin{equation} \ df = dx/((2 \pi fT) \end{equation} plugging into the integral \begin{equation} \ E_B = (T/ \pi) \int_{0}^{2 \pi BT} \mathrm{sinc}^2(x/2)dx\, \end{equation} \begin{equation} \ E_g = T \end{equation}

\begin{equation} \ 0.9 = (E_b/E_g) = 1/ \pi \int^{2 \pi BT}_{0} \mathrm{sinc}^2(x/2)dx\, \end{equation}

I wanted to work through this example fully, but I'm not sure how to get this numerically solved, solving for the bandwidth B from the upper bound of the integral using MATLAB.

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  • $\begingroup$ You also need to define $\text{sinc}(x)$ since it has two definitions. If it is $\frac{\sin(\pi x)}{\pi x}$, then there is no answer because $$\int_{0}^{\infty}\text{sinc}^2(x/2)dx=1$$ which is less than $0.9(\pi)$. Are you sure there is a $1/\pi$? $\endgroup$ – msm Oct 9 '16 at 3:53
  • $\begingroup$ You should give us more context. It looks like you're trying to solve for the 90% bandwidth of some system. Could you add the actual question that leads to that integral? $\endgroup$ – Matt L. Oct 9 '16 at 7:30
  • $\begingroup$ In its current form this is a math question, nothing to do with signal processing apart from the fact that the integrand is a famous example of frequently encountered signal of SP. Best solution is to use a numerical table like that of an error function in probability theory unless you can solve it analytically. $\endgroup$ – Fat32 Oct 9 '16 at 14:07
  • $\begingroup$ I added the full context of the problem that I should've had upfront when posing the question earlier. $\endgroup$ – Engine_ear Oct 10 '16 at 5:05
  • $\begingroup$ Defining sinc(x) = sin(x)/x $\endgroup$ – Engine_ear Oct 10 '16 at 5:06
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First note that $$\mathcal{F}\{\mathrm{rect}(\frac{t}{T})\}=T\mathrm{sinc}(Tf)=\frac{\sin(\pi Tf)}{\pi f}$$ Then you have correctly calculated the pulse energy as $$E_g=\int_{-\infty}^{+\infty}g^2(t)dt=T$$ Now we want to find $B$ such that $$\int_{-B}^{B}T^2\mathrm{sinc}^2(Tf)df=0.9T$$ or since the function is even, $$\int_{0}^{B}T\mathrm{sinc}^2(Tf)df=0.45$$ which by assuming $$Tf=x\Rightarrow df=dx/T$$ is $$\int_{0}^{TB}\mathrm{sinc}^2(x)dx=0.45$$ Using the following code we get the essential bandwidth $$\bbox[0.5em,#efe,border:0.1em groove navy]{\ B\approx\frac{0.8455}{T}\ }$$

J = 0.45; %target value
acceptable_error = 1e-4;
dx = 1e-5;
xmax = 1; %initial guess
max_iterations = 100;
iteration = 0;
while iteration < max_iterations;
    x = 0:dx:xmax;
    y=sinc(x).^2;
    I = trapz(x,y);
    if abs(I-J) <= acceptable_error
        break;
    end
    if I < J
        xmax = 3/2*xmax;
    else
        xmax = xmax/2;
    end
    iteration = iteration+1;
end
fprintf('absolute error = %f\n',abs(I-J));
fprintf('solution = %f\n',xmax)
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