Fourier Output 1Bf31E
1. **Problem statement:** Find the output $y[n]$ of a system with impulse response $h[n] = \left(\frac{1}{6}\right)^n u[n]$ when the input is $x[n] = (n+1)\left(\frac{1}{4}\right)^n u[n]$ using the Fourier transform.
2. **Recall the system output formula:** The output $y[n]$ is the convolution of $x[n]$ and $h[n]$:
$$y[n] = x[n] * h[n] = \sum_{k=-\infty}^{\infty} x[k] h[n-k]$$
3. **Fourier transform approach:** The convolution in time domain corresponds to multiplication in frequency domain:
$$Y(e^{j\omega}) = X(e^{j\omega}) H(e^{j\omega})$$
4. **Find $H(e^{j\omega})$:** For $h[n] = a^n u[n]$ with $a=\frac{1}{6}$, the DTFT is
$$H(e^{j\omega}) = \sum_{n=0}^\infty \left(\frac{1}{6}\right)^n e^{-j\omega n} = \frac{1}{1 - \frac{1}{6} e^{-j\omega}}$$
5. **Find $X(e^{j\omega})$:** For $x[n] = (n+1) b^n u[n]$ with $b=\frac{1}{4}$, use the known formula:
$$\sum_{n=0}^\infty (n+1) r^n = \frac{1}{(1-r)^2}$$
Replacing $r = b e^{-j\omega}$,
$$X(e^{j\omega}) = \sum_{n=0}^\infty (n+1) \left(\frac{1}{4}\right)^n e^{-j\omega n} = \frac{1}{\left(1 - \frac{1}{4} e^{-j\omega}\right)^2}$$
6. **Calculate $Y(e^{j\omega})$:**
$$Y(e^{j\omega}) = X(e^{j\omega}) H(e^{j\omega}) = \frac{1}{\left(1 - \frac{1}{4} e^{-j\omega}\right)^2} \cdot \frac{1}{1 - \frac{1}{6} e^{-j\omega}}$$
7. **Inverse DTFT to find $y[n]$:** Recognize that
$$\frac{1}{(1 - r e^{-j\omega})^m} \leftrightarrow \frac{(n+m-1)!}{n! (m-1)!} r^n u[n]$$
8. **Express $Y(e^{j\omega})$ as product of two terms:**
$$Y(e^{j\omega}) = \frac{1}{(1 - \frac{1}{4} e^{-j\omega})^2} \cdot \frac{1}{1 - \frac{1}{6} e^{-j\omega}}$$
9. **Convolution in time domain:** This corresponds to convolution of sequences
$$y[n] = x_1[n] * x_2[n]$$
where
$$x_1[n] = (n+1) \left(\frac{1}{4}\right)^n u[n], \quad x_2[n] = \left(\frac{1}{6}\right)^n u[n]$$
10. **Compute convolution:**
$$y[n] = \sum_{k=0}^n (k+1) \left(\frac{1}{4}\right)^k \left(\frac{1}{6}\right)^{n-k}$$
11. **Simplify:**
$$y[n] = \left(\frac{1}{6}\right)^n \sum_{k=0}^n (k+1) \left(\frac{3}{2}\right)^k$$
12. **Sum evaluation:** The sum
$$S_n = \sum_{k=0}^n (k+1) r^k$$
with $r=\frac{3}{2}$ has closed form
$$S_n = \frac{1 - (n+2) r^{n+1} + (n+1) r^{n+2}}{(1-r)^2}$$
13. **Final expression:**
$$y[n] = \left(\frac{1}{6}\right)^n \cdot \frac{1 - (n+2) \left(\frac{3}{2}\right)^{n+1} + (n+1) \left(\frac{3}{2}\right)^{n+2}}{\left(1 - \frac{3}{2}\right)^2} u[n]$$
14. **Simplify denominator:**
$$1 - \frac{3}{2} = -\frac{1}{2}, \quad \left(-\frac{1}{2}\right)^2 = \frac{1}{4}$$
15. **Therefore:**
$$y[n] = 4 \left(\frac{1}{6}\right)^n \left[1 - (n+2) \left(\frac{3}{2}\right)^{n+1} + (n+1) \left(\frac{3}{2}\right)^{n+2}\right] u[n]$$
This is the output of the system for the given input.