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 gives
For 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.
Figure 1. . Original analytical curves for and ; no experimental points. Left: a Bode plot of voltage gain and output-minus-input phase difference, with cutoff frequency . Right: the response to a to step, compared with doubling at fixed . Doubling the time constant halves the cutoff frequency and doubles the time to reach the same fraction of the final voltage. Details.
Define settling time relative to the total voltage change: require thereafter, with . The exponential decay is monotone, so
For 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.