Choosing a sample rate and anti-aliasing for an IMU
mediumsubjectivesystem design
General
You are streaming data from an accelerometer on a mobile robot. The motion you care about is below , but the sensor also picks up structural and motor vibration with significant energy near . A colleague proposes sampling at and applying a digital low-pass filter in software to remove the vibration.
Explain what is wrong with this plan. Cover: (a) what the Nyquist criterion says about the choice given the content, (b) what specifically happens to that energy after sampling and why a software low-pass filter cannot fix it, and (c) what you would change in the signal chain to do this correctly.