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H(e^(jω)) and h[n] for y[n] = 0.3y[n−1] + x[n]

Short answer

Frequency response: H(e^jω) = 1/(1 - 0.3 e^(-jω)). Impulse response: h[n] = (0.3)^n u[n], a causal, stable lowpass system.

Find the frequency response H(e^(jω)) and impulse response h[n] for a system characterized by linear constant coefficient difference equation y[n] = 0.3y[n−1] + x[n].

Given y[n]=0.3y[n−1]+x[n]y[n]=0.3y[n-1]+x[n], i.e. y[n]−0.3y[n−1]=x[n]y[n]-0.3y[n-1]=x[n] (system initially at rest).

Frequency response

Take the DTFT of both sides, using the time-shift property y[n−1]↔e−jωY(ejω)y[n-1]\leftrightarrow e^{-j\omega}Y(e^{j\omega}):

Y(ejω)−0.3e−jωY(ejω)=X(ejω)H(ejω)=Y(ejω)X(ejω)=11−0.3e−jω\begin{aligned} Y(e^{j\omega})-0.3e^{-j\omega}Y(e^{j\omega}) &= X(e^{j\omega})\\ H(e^{j\omega})=\frac{Y(e^{j\omega})}{X(e^{j\omega})} &= \frac{1}{1-0.3e^{-j\omega}} \end{aligned}

Magnitude and phase (using e−jω=cos⁡ω−jsin⁡ωe^{-j\omega}=\cos\omega-j\sin\omega):

∣H(ejω)∣=1(1−0.3cos⁡ω)2+(0.3sin⁡ω)2=11.09−0.6cos⁡ω|H(e^{j\omega})|=\frac{1}{\sqrt{(1-0.3\cos\omega)^2+(0.3\sin\omega)^2}}=\frac{1}{\sqrt{1.09-0.6\cos\omega}} ∠H(ejω)=−tan⁡−1 ⁣(0.3sin⁡ω1−0.3cos⁡ω)\angle H(e^{j\omega})=-\tan^{-1}\!\left(\frac{0.3\sin\omega}{1-0.3\cos\omega}\right)
ω\omega0π/4\pi/4π/2\pi/23π/43\pi/4π\pi
∣H∣\lvert H\rvert1.42861.22560.95780.81260.7692
∠H\angle H (deg)0−15.07−16.70−9.930

The gain falls from 1/0.71/0.7 at ω=0\omega=0 to 1/1.31/1.3 at ω=π\omega=\pi, so it is a low pass system.

Impulse response

Use the standard DTFT pair anu[n]↔11−ae−jωa^n u[n]\leftrightarrow\frac{1}{1-ae^{-j\omega}} for ∣a∣<1|a|<1. With a=0.3a=0.3:

h[n]=(0.3)n u[n]h[n]=(0.3)^n\,u[n]

Check by recursion with x[n]=δ[n]x[n]=\delta[n], h[−1]=0h[-1]=0: h[0]=1h[0]=1, h[1]=0.3h[1]=0.3, h[2]=0.09h[2]=0.09, h[3]=0.027,…h[3]=0.027,\dots which matches (0.3)n(0.3)^n.

Answer: H(ejω)=11−0.3e−jωH(e^{j\omega})=\dfrac{1}{1-0.3e^{-j\omega}} and h[n]=(0.3)nu[n]h[n]=(0.3)^n u[n]. The system is causal and stable (∑h=1/0.7≈1.43\sum h=1/0.7\approx1.43).

✓ Answer checked by Claude Opus 5.5 (high effort)

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