Amplitude and Phase Response

Aug 28 2024

Introduction

A damped oscillator on a spring, forced by some function F(t)F(t), can be expressed with the following linear, nonhomogeneous differential equation: mx¨+bx˙+kx=F(t)m \ddot{x} + b\dot{x} + kx = F(t) where mm refers to the mass and kk refers to the spring constant. The driving force F(t)F(t) is referred to as the input to the system.

Sinusoidal inputs

A common input for F(t)F(t) is some sinusoid, for example, F(t)=Bcos(ωt)F(t) = B \cos{(\omega t)} which has an initial amplitude of BB. By the exponential input theorem discussed in my last post, we find that the particular solution to the general differential equation mx¨+bx˙+kx=Bcos(ωt)m \ddot{x} + b\dot{x} + kx = B \cos{(\omega t)} takes the form xp=Re[Beiωtp(iω)]=Bp(iω)cos(ωtϕ)=B(kmω)2+b2ω2cos(ωtϕ)x_p = \text{Re}\left[\frac{Be^{i\omega t}}{p(i\omega)}\right] = \frac{B}{|p(i\omega)|} \cos{(\omega t - \phi)} = \frac{B}{\sqrt{(k-m\omega)^2+b^2\omega^2}}\cos{(\omega t - \phi)} where p(iω)p(i\omega) refers to the characteristic polynomial with iωi\omega plugged in.

Note that this particular solution is in the same general form as the input, but with some augmented amplitude. It is therefore helpful to define something known as the gain, or the amplitude response, which is the ratio of the amplitude of the output xpx_p to the amplitude of the input F(t)F(t). Since both contain a multiplication by BB, therefore, the formula for the gain is g(ω)=1p(iω)=1(kmω)2+b2ω2g(\omega) = \frac{1}{|p(i\omega)|} = \frac{1}{\sqrt{(k - m\omega)^2 + b^2\omega^2}} This amplitude response summarizes the size of the output amplitude given some input frequency. The quantity g(ω)g(\omega) can be plotted against ω\omega to find a peak in the graph, at which the amplitude response is the largest -- this ω\omega is known as the practical resonance frequency. If the graph increases asymptotically at some ω\omega, it achieves perfect resonance when the input is a sinusoid with that frequency.