Photon Statistics Simulator: Poissonian, Thermal & Quantum Light

simulator intermediate ~10 min
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Fano factor F = 1.00 — Poissonian (coherent light)

A coherent source with mean photon number 5 produces a Poisson distribution with variance equal to the mean. The Fano factor is exactly 1, representing the shot-noise limit.

Formula

P(n) = ⟨n⟩ⁿ e^{-⟨n⟩} / n! (Poisson)
P(n) = ⟨n⟩ⁿ / (1+⟨n⟩)^{n+1} (Bose-Einstein)
F = σ²/⟨n⟩, Q = F - 1

Counting Photons

At low intensities, light reveals its granular nature: photodetectors register individual clicks rather than a smooth signal. The statistical distribution of these clicks carries deep information about the quantum state of the light field. Roy Glauber's 1963 theory of optical coherence showed that different light sources produce fundamentally different photon number distributions, earning him the 2005 Nobel Prize.

Three Regimes of Light

Coherent light from an ideal laser follows Poisson statistics where the variance equals the mean — this is the shot-noise limit. Thermal light from an incandescent bulb or chaotic source shows excess fluctuations (bunching) with variance σ² = ⟨n⟩ + ⟨n⟩². Remarkably, quantum light sources like single atoms or parametric downconversion can produce sub-Poissonian statistics with variance below the mean — a signature with no classical explanation.

The Fano Factor and Mandel Q

The Fano factor F = σ²/⟨n⟩ and Mandel Q = F - 1 quantify how a distribution deviates from the Poisson reference. F = 1 (Q = 0) is the classical-quantum boundary: any light source with F < 1 is certifiably nonclassical. This simple metric is used worldwide to characterize single-photon emitters, squeezed states, and other quantum light sources.

Applications in Quantum Technology

Photon statistics underpin quantum key distribution (QKD), where single-photon sources with F ≈ 0 prevent eavesdropping. In quantum metrology, sub-Poissonian light enables measurements beyond the shot-noise limit. Understanding and controlling photon statistics is essential for building quantum networks, improving gravitational wave detectors, and developing photonic quantum computers.

FAQ

What are photon statistics?

Photon statistics describe the probability distribution of detecting n photons in a given time interval. Different light sources produce characteristically different distributions: lasers produce Poissonian statistics, thermal sources produce Bose-Einstein (super-Poissonian) statistics, and quantum sources can produce sub-Poissonian statistics.

What is the Fano factor?

The Fano factor F = σ²/⟨n⟩ measures the deviation of photon number variance from the Poisson limit. F = 1 for coherent light, F > 1 for classical bunched light, and F < 1 for nonclassical antibunched light. It is a key metric for characterizing quantum light sources.

What is the Mandel Q parameter?

The Mandel Q parameter Q = (σ² - ⟨n⟩)/⟨n⟩ equals F - 1. Q = 0 for Poisson, Q > 0 for super-Poissonian (classical), and Q < 0 for sub-Poissonian (nonclassical). Negative Q is a sufficient condition for the quantum nature of light.

Why is sub-Poissonian light important?

Sub-Poissonian light has fluctuations below the shot-noise limit, which is impossible for any classical light field. This property is essential for quantum key distribution, precision measurements beyond the standard quantum limit, and certifying single-photon sources for quantum computing.

Sources

Embed

<iframe src="https://homo-deus.com/lab/quantum-optics/photon-statistics/embed" width="100%" height="400" frameborder="0"></iframe>
View source on GitHub