A differential inequality for an exponential tail envelope supplies a sufficient decay condition for a global power bound. Let nonnegative be absolutely continuous on every finite interval after , with and
almost everywhere, for constant . The integrating factor argument in bounding unobserved optical energy with an exponential tail model gives . Corners in the waveform are allowed under absolute continuity; an unmodeled upward jump is not.
The inequality is stronger than merely fitting a decay constant at a few sampled times. For example, obeys it and carries only after . The exponential-envelope tail-energy bound remains valid but need not be tight. Conversely, a later pulse can violate the differential condition while leaving all earlier samples unchanged.
A useful extension is a time-dependent decay-rate envelope. For locally integrable , the condition gives
This follows from the same integrating factor and is a scalar comparison bound. If throughout the tail, its integrated energy is at most .
For an original piecewise rate, choose , for the first and thereafter. Integrating the resulting continuous envelope yields
Using only the minimum rate would give . Faster guaranteed late decay tightens the result.
This is a conditional mathematical proof. A measured electrical waveform obeying a similar slope rule does not establish the optical condition without accounting for the detector impulse response. The primary NIST measurement procedure supplies an example of characterizing that response independently.[ref]
An exponential-envelope tail-energy bound limits unobserved energy by integrating a justified pointwise envelope on the true optical power. If for every , with and , then . The parent bounding unobserved optical energy with an exponential tail model derives this result and distinguishes it from a statistical uncertainty.
At a later acquisition endpoint , the remaining allowance is
For an original envelope with and , the initial allowance is . Reducing the allowed missing energy to requires . This acquisition duration from an exponential tail-energy tolerance reduces the bound by a factor100. It does not prove that99% of an arbitrary underlying pulse has been captured: the actual power may lie strictly below the envelope at early times.
Joint parameter constraints also matter. An original allowed set uses dimensionless and with , and . Since , every allowed envelope satisfies
attained at . Taking separate maxima and would instead give the looser bound; those two maxima cannot occur together in the stated joint set.
The guarantee concerns optical power, not an uncorrected detector tail. Optical tail and detector-response ambiguity explains that distinction, while NIST's primary response-calibration procedure characterizes the electrical measurement chain separately.[ref] A delayed extra pulse or an unbounded constant background requires its own model; neither is excluded by a local exponential fit.
Optical tail and detector-response ambiguity arises because a measured temporal trace combines the optical waveform with the receiver's dynamics. In a calibrated linear time-invariant system,
where is incident radiant power and the unit-area detector impulse response. One trace does not generally identify both unknown functions. The parent bounding unobserved optical energy with an exponential tail model gives an impulsive-input example; two finite-width profiles provide another exact ambiguity.
Define for , and zero otherwise. Consider model A with optical power and detector response , and model B with these two time constants exchanged. By commutativity of convolution, both give exactly
Their optical energies after are nevertheless and . For original chosen , those are about and . Identical recorded tails therefore coexist with very different true late optical energy.
Figure 1.
Different optical tails and detector responses can produce the same measured pulse
. Original unit-area exponential response models. Model A has a2ns optical time constant and10ns detector time constant; model B exchanges them. Both incident pulses have100nJ total energy. The measured convolution is identical despite different optical energy after20ns. Source. Details.
Known-input calibration of a pulse detector supplies information missing from this inverse problem. NIST measured the detector/cable/oscilloscope response with optical excitation much shorter than the response before calculating waveform distortions.[ref] The example above is an independent mathematical construction. A fitted electrical decay constant alone cannot establish a global optical-tail envelope.
A pulse-energy interval from incomplete tail measurements combines measured energy with bounds on optical power outside the acquisition window. It describes a set of compatible total energies, not automatically a standard uncertainty or confidence interval. The pulse-energy bounds from tail duration and pedestal height article treats a particular peak-and-width model; a window-based construction need not assume that pulse shape.
Suppose true radiant energy inside a measured window lies in a justified interval , with . Partition the unobserved times into regions of durations with independently established nonnegative radiant power caps . Then
For an original measurement, let the observed-window energy lie between and . An unobserved early region lasting at most contributes at most ; a late region lasting at most contributes at most . The total interval is therefore to . For these assumptions the fraction of optical energy outside a time gate equal to is at most .
A finite support cutoff is sufficient but not necessary for a finite bound. Bounding unobserved optical energy with an exponential tail model uses a validated cap after the window endpoint , which integrates to . Without a justified duration or integrable envelope, one below-threshold reading cannot bound all later energy.
Establish the caps with characterized detector sensitivity, baseline and temporal coverage; do not identify detector ringing directly with optical tails. NIST's response analysis explicitly models the electrical trace as a convolution of the optical waveform with detector response.[ref] The interval above follows from chosen optical bounds, not from an uncorrected finite-bandwidth detector trace.