Skip to main content

Impulse response; ideal LPF formula

Short answer

Impulse response is system's output to unit impulse δ(t); convolution gives output. For ideal LPF with cutoff ωc, H(jω)=1 for |ω|≤ωc, so inverse FT gives h(t)= sin(ωc t)/(π t). Peak ωc/π, zeros at kπ/ωc, non-causal.

What do you mean by impulse response of a LTI system? Derive formula to calculate impulse response of continuous time ideal low pass filter.

Impulse response of an LTI system

The impulse response h(t)h(t) of an LTI system is its output when the input is the unit impulse δ(t)\delta(t) and the system is initially at rest:

δ(t)  →  h(t)\delta(t) \;\to\; h(t)

Because any input can be written as x(t)=∫x(τ)δ(t−τ)dτx(t) = \int x(\tau)\delta(t-\tau)d\tau, linearity and time invariance give y(t)=∫x(τ)h(t−τ)dτ=x(t)∗h(t)y(t) = \int x(\tau)h(t-\tau)d\tau = x(t)*h(t). So h(t)h(t) completely characterises an LTI system: causality (h(t)=0h(t) = 0 for t<0t<0), stability (∫∣h∣ dt<∞\int|h|\,dt < \infty) and frequency response (H(jω)=F{h(t)}H(j\omega) = \mathcal{F}\{h(t)\}) can all be read from it.

Impulse response of the CT ideal low-pass filter

The ideal low-pass filter passes all frequencies below the cutoff ωc\omega_c with unit gain and rejects all others:

H(jω)={1,∣ω∣≤ωc0,∣ω∣>ωcH(j\omega) = \begin{cases} 1, & |\omega| \le \omega_c \\ 0, & |\omega| > \omega_c \end{cases}

The impulse response is the inverse Fourier transform of H(jω)H(j\omega):

h(t)=12π∫−∞∞H(jω)ejωt dω=12π∫−ωcωcejωt dω=12π⋅ejωct−e−jωctjt=12π⋅2jsin⁡ωctjt=sin⁡ωctπt=ωcπ sinc ⁣(ωctπ)\begin{aligned} h(t) &= \frac{1}{2\pi}\int_{-\infty}^{\infty} H(j\omega)e^{j\omega t}\,d\omega = \frac{1}{2\pi}\int_{-\omega_c}^{\omega_c} e^{j\omega t}\,d\omega \\ &= \frac{1}{2\pi}\cdot\frac{e^{j\omega_c t} - e^{-j\omega_c t}}{jt} = \frac{1}{2\pi}\cdot\frac{2j\sin\omega_c t}{jt} \\ &= \frac{\sin\omega_c t}{\pi t} = \frac{\omega_c}{\pi}\,\text{sinc}\!\left(\frac{\omega_c t}{\pi}\right) \end{aligned}
 H(jw)                     h(t)
   1 ______                    wc/pi
    |      |                    /\
    |      |           _  _    /  \    _  _
----+------+--> w    -' '-' '-/----\-' '-' '-> t
  -wc  0   wc               -pi/wc pi/wc
  • h(0)=ωc/πh(0) = \omega_c/\pi; zero crossings at t=kπ/ωct = k\pi/\omega_c (k=±1,±2,…k = \pm1, \pm2, \dots).
  • Width of the main lobe 2π/ωc2\pi/\omega_c shrinks as bandwidth ωc\omega_c grows.
  • h(t)h(t) exists for t<0t < 0, so the ideal LPF is non-causal and not realizable; it is also of infinite duration.

✓ Answer checked by Claude Opus 5.5 (high effort)

All Signals and Systems chapter 5 questions →