What Does "Signal Leads" or "Signal Lags" Mean?
It describes the relative time shift between two signals. Think of two identical waveforms placed on a time axis.
Figure 1: Illustration of Signal Lag (The second signal is delayed relative to the first signal). Conversely, the first signal leads the second signal.
Signal A Leads Signal B
Signal A happens earlier in time. It is shifted to the left.
Time →
A: ****
B: ****
- A leads B
- B lags A
Signal A Lags Signal B
Signal A happens later in time. It is shifted to the right.
Time →
B: ****
A: ****
- A lags B
- B leads A
Mathematical Representation
If you have a signal:
x(t)
Delay (lag) by Ï„:
x(t − Ï„)
Advance (lead) by Ï„:
x(t + Ï„)
In Correlation
If the correlation peak occurs at index k > 0,
then the received signal lags the reference by k samples.
If the peak occurs at k = 0,
the signals are perfectly aligned.
Summary
- Lead → arrives first → left shift
- Lag → arrives later → right shift