Holooly Plus Logo

Question 4.10: Modeling a feedback system without excitation Find the outpu......

Modeling a feedback system without excitation

Find the output signal generated by the system illustrated in Figure 4.40 for times n ≥ 0. Assume the initial conditions are y[0] = 1 and y[−1] = 0.

1
Step-by-Step
The 'Blue Check Mark' means that this solution was answered by an expert.
Learn more on how do we answer questions.

The system in Figure 4.40 is described by the difference equation

y[n] = 1.97 y[n −1]− y[n − 2]   (4.16)

This equation, along with initial conditions y[0] = 1 and y[−1] = 0, completely determines the response y[n] , which is the zero-input response. The zero-input response can be found by iterating on (4.16). This yields a correct solution, but it is in the form of an infinite sequence of values of the response. The zero-input response can be found in closed form by solving the difference equation (see Web Appendix D). Since there is no input signal exciting the system, the equation is homogeneous. The functional form of the homogeneous solution is the complex exponential Kz^n . Substituting that into the difference equation we get Kz^n = 1.97 Kz^{n−1}− Kz^{n−2}. Dividing through by Kz^{n−2} we get the characteristic equation and solving it for z, we get

z=\frac{1.97 \pm \sqrt{1.97^2-4}}{2}=0.985 \pm j 0.1726=e^{\pm j 0.1734}

The fact that there are two eigenvalues means that the homogeneous solution is in the form

\mathrm{y}[n]=K_{h 1} z_1^n+K_{h 2} z_2^n  (4.17)

We have initial conditions y[0] = 1 and y[−1] = 0 and we know from (4.17) that y[0]=K_{h1}+K_{h2} and \mathrm{y}[-1]=K_{h 1} z_1^{-1}+K_{h 2} z_2^{-1}. Therefore

\left[\begin{array}{cc} 1 & 1 \\ e^{-j 0.1734} & e^{+j 0.1734} \end{array}\right]\left[\begin{array}{l} K_{h 1} \\ K_{h 2} \end{array}\right]=\left[\begin{array}{l} 1 \\ 0 \end{array}\right]

Solving for the two constants, K_{h1} = 0.5 − j2.853  and  K_{h2} = 0.5 + j 2.853. So the complete solution is

\mathrm{y}[n]=(0.5 -j 2.853)(0.985+j 0.1726)^n+(0.5+j 2.853)(0.985-j 0.1726)^n

This is a correct solution but it is not in a very convenient form. We can rewrite it in the form

\mathrm{y}[n]=(0.5-j 2.853) e^{j 0.1734 n}+(0.5+j 2.853) e^{-j 0.1734 n}

or

\mathrm{y}[n]=0.5 \underbrace{\left(e^{j 0.1734 n}+e^{-j 0.1734 n}\right)}_{=2 \cos (0.1734 n)}-j 2.853 \underbrace{\left(e^{j 0.1734 n}-e^{-j 0.1734 n}\right)}_{=j 2 \sin (0.1734 n)}

or

y[n] = cos(0.1734n) + 5.706sin(0.1734n).

The first 50 values of the signal produced by this system are illustrated in Figure 4.41.

1

Related Answered Questions