Low-pass filter Created 2026-10-14 Updated 2026-10-18
A low-pass filter preferentially transmits low frequencies and attenuates higher frequencies. It can smooth rapid noise in a slowly varying signal, but it also suppresses wanted variations outside the useful signal bandwidth. An RC low-pass filter gives a concrete continuous-time example; a moving average implements related smoothing on a discrete-time signal.
The useful question is how much change the measurement can tolerate. Preserving the low frequencies of a temperature record while reducing a fast unwanted oscillation can improve readability. Preserving the sharp onset of a pulse requires higher frequencies, so excessive smoothing changes its timing and shape. The RC low-pass frequency response and RC low-pass step response make this signal bandwidth versus settling time tradeoff quantitative.
RC low-pass step response 2026-10-18
The step response describes a sudden persistent input change. Suppose the input becomes a constant at , and the initial capacitor voltage is . Finite electric current leaves that voltage continuous. Subtract from the RC low-pass filter equation: the remaining error satisfies . Separating variables givesFor an initially uncharged capacitor and a to step in the constructed example,At one time constant, , the voltage is , about of its final value. The voltage error then continues its exponential decay. This is different from a pure delay: the output starts changing immediately, yet takes time to approach the target.
Define settling time relative to the total voltage change: require thereafter, with . The exponential decay is monotone, soFor settling, ; the to rise takes . Reducing the cutoff frequency by doubling doubles both times. This reciprocal relation is the useful connection between signal bandwidth and response speed: stronger suppression of rapid noise comes with slower tracking of wanted changes.
