Detector baseline subtraction 2026-11-05
Detector baseline subtraction estimates the non-signal level of a photodetector readout and subtracts it before interpreting the desired signal. The baseline can include electronic offset, dark current and background light. Subtracting its estimated mean removes a bias contribution; it does not remove the random fluctuations that occurred in the measurement.
For a current readout over a detection time gate, a constant baseline estimate givesIf the true constant baseline is , its contribution to the charge error is . An original example has and a baseline overestimate of1nanoampere. The corrected charge is then10femtocoulombs too low. A longer gate amplifies this fixed baseline-estimation error linearly.
A finite baseline record also adds uncertainty. Suppose equally spaced signal-window samples and separate baseline samples each have independent zero-mean noise of variance , and the baseline estimate is their arithmetic mean. With spacing ,The same estimated baseline is subtracted from every signal sample, so its error is shared rather than independently redrawn times. For , and , the standard uncertainty is about14.1femtocoulombs. Treating the baseline as known would give only10femtocoulombs. These are stipulated independent-noise values, not a detector specification.
Baseline drift motivates measuring the baseline near the signal in time. The SR250's active subtraction mode alternates signal-present and signal-absent triggers, reversing the baseline sample's sign before averaging.[ref]
SR250 Gated Integrator by Stanford Research Systems. PDFp2, Polarity Control and Active Baseline Subtraction
Cancellation depends on how well those samples represent the baseline during the signal; a source-correlated artifact need not cancel.In pulse energy measurement with a photodiode, charge-to-energy conversion propagates this baseline error through , where is spectral responsivity. Baseline characterization is therefore part of the energy measurement, not merely a cosmetic shift of a plotted trace.
Temporal energy centroid of an optical pulse 2026-11-05
The temporal energy centroid of an optical pulse is its energy-weighted mean time. For nonnegative radiant power with finite positive energy and finite absolute first moment,The normalization uses radiant energy as integrated radiant flux.[ref]
International Lighting Vocabulary by CIE. entry 17-21-041, note 1
The centroid is a moment of the energy-normalized pulse profile; it need not coincide with the largest power value, a threshold crossing or the middle of the FWHM interval.For an original two-component example, let ninety percent of the energy belong to a symmetric narrow component centred at zero and ten percent to a symmetric component centred at . Linearity of the integral gives . Weak delayed energy can move the centroid even when the dominant peak remains near zero. Multiplying the whole power trace by a positive constant leaves unchanged; translating it by shifts its centroid by .
A detector response can shift the measured centroid too. Suppose a normalized impulse response and normalized optical profile have finite absolute first moments. For their convolution , direct integration with givesThus a causal exponential detector response of time constant shifts the recorded centroid by in this model. NIST's pulsed-radiometer characterization explicitly measures detector impulse responses and uses convolution to assess reproduced waveforms.[ref]
Calibration Service for Low-level Pulsed-Laser Radiometers at 1.06 µm: Pulse Energy and Peak Power by Rodney W. Leonhardt. §§6.1–6.2, printed pp. 13–15
The centroid identity is the independent moment calculation above.Baseline drift can cause a separate shift. Suppose a true pulse has and , but a positive residual baseline of remains across the analysis window from to . Its added energy is , centred at . The resulting centroid isA waveform measurement should therefore record the time window, baseline estimate and detector timing response with its reported centroid. A negative background-subtracted trace also needs care: it is not automatically a nonnegative energy distribution.