Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 08:25:59 UTC · snapshot created 2026-10-03 08:26:43 UTC · last check 2026-10-03 09:00:05 UTC

C.16.RM:5.1 - Separate a beam from background and detector offset

The wanted quantity is the optical power I from a beam at a detector. A supplied linear response model is:

r = g*(I + A) + b.

Here A is ambient optical power, g = 2 mV/mW is a known response coefficient and b is an electronic offset. The detector is unsaturated. During the following three observations, g, A and b remain unchanged:

ConditionReading
Beam on, receiver exposed12 mV
Beam off, receiver exposed to the same ambient light6 mV
Opaque cap over the receiver, excluding beam and ambient light2 mV

The capped reading gives b = 2 mV. Subtracting only this offset from the beam-on reading and dividing by g gives 5 mW. That is I + A; it leaves the wanted beam contribution mixed with ambient light.

Use the exposed beam-off reading to cancel both unchanged contributions:

I = (r_on - r_off)/g = (12 - 6) mV / (2 mV/mW) = 3 mW.

The same observations give A = (6 - 2)/2 = 2 mW. Substitution reconstructs all three readings. The repaired interpretation supplies I using observations already available.

A possible arrangement repair is to shield the receiver from ambient light while preserving the beam at the detector. Under A = 0 and the same g and b, a new beam-on reading of 8 mV would also give I = 3 mW. That value is conditional until the new measurement is performed.

Suppose instead that the shield removes ambient light but transmits a known fraction alpha = 0.9 of the original beam. With the same g and b, a new reading of 7.4 mV gives (7.4 - 2)/2 = 2.7 mW for the transmitted beam. Recover the original beam through the changed relation:

I = (r - b)/(g*alpha) = (7.4 - 2)/(2*0.9) = 3 mW.

If the transmission fraction is unknown, this new reading alone leaves the original beam unresolved. The earlier valid on/off observations still support their result of 3 mW. The shield’s changed interaction must be included in any conclusion drawn from the new measurement.

For a question I ≤ 3.2 mW, suppose each on/off reading has an arbitrary additive error between -0.1 and 0.1 mV, while g and the shared background remain fixed. The difference gives 2.9 ≤ I ≤ 3.1 mW, so the bound settles the question. Drift in A between on and off would add a further term. Alternating readings reduces that uncertainty only with a supplied account of the drift; the alternation itself is insufficient.