tcspc_simulate — PHOTON tcspc op

資料種類:counts(僅由參數決定的運算子 —— 不接受影像或資料輸入)

呼叫:import photoncount; photoncount.tcspc_simulate(distance_m=3.0, bins=256, bin_ps=100.0, signal_photons=50.0, ambient_photons=20.0, irf_fwhm_ps=200.0, seed=0, noise=True)(或 opsphoton.get("tcspc_simulate"))

用法

合成答案已知的單像素光子到達時間直方圖。

> 以下的詳細說明為原文 —— 摘要與標題已翻譯。

The generative model of a direct time-of-flight (dToF) / TCSPC measurement::

lambda_k = signal_photons * P(pulse in bin k) + ambient_photons / bins

N_k ~ Poisson(lambda_k)

where the pulse is a Gaussian of full width at half maximum *irf_fwhm_ps*

centred at the round-trip time `t0 = 2*distance_m/c, and `P(pulse in bin

k)`` is its exact integral over the bin (an erf difference, not a

midpoint sample) — so with `noise=False` the returned histogram is an

analytic ground truth, not an approximation of one. *ambient_photons* is the

total background (sunlight, dark counts) spread uniformly over the window.

`noise=False returns lambda_k itself (no sampling); noise=True`

draws one Poisson realisation from `numpy.random.default_rng(seed)`.

Returns a float64 1-D histogram of length *bins*. The unambiguous range is

`c * bins * bin_ps / 2` — 3.84 m at the defaults (256 bins x 100 ps), with

a bin resolution of 1.50 cm.

The pulse is not renormalised to the window: a target near the far edge

genuinely loses the tail of its pulse, exactly as a real sensor does, and the

total signal comes back slightly below *signal_photons*. Renormalising would

have made the truncated pulse asymmetric and biased its centroid.

Raises `ValueError`: a non-positive *distance_m*, a *bins* outside

`[2, MAX_BINS]`, a non-positive *bin_ps* / *irf_fwhm_ps*, negative photon

budgets, a non-integer or negative *seed*, a non-bool *noise*, and — instead

of wrapping the pulse silently to a short distance — a *distance_m* whose

round-trip time falls outside the `bins * bin_ps` window.

詳細使用指南

photon_timeresolved 族使用指南

參考(範例資料・文獻)

• 範例資料目錄(下載 URL / 授權) —— 2-D 用 skimage.data(BSD/公有領域)加合成圖,3-D 給出真實資料源(Stanford/PDS 等)的下載 URL。

• 運算子來歷與參考文獻 —— 該運算子族所依據的研究/方法出處。

• 演算法的正典(作者・年份)與用途見上面的族使用指南

可執行的範例(實際呼叫該運算子並已驗證的樣例)

photon_timeresolvedpy -3.11 examples/photon_timeresolved.py

poc_dtof_rangingpy -3.11 examples/poc_dtof_ranging.py

型別可銜接的下一個運算子(可接受 counts 作為輸入)

tcspc_coates_correct · tcspc_irf_convolve · tcspc_background_subtract · tcspc_stats · dtof_depth · lifetime_fit · lifetime_phasor

同類別(tcspc)

tcspc_irf_convolve · tcspc_background_subtract · tcspc_stats


*Provenance: photoncount.py — PHOTON 運算子登記表。本條目由 tools/opdocs.py md 自動產生(請勿手動編輯)。*

© 2026 Kazufumi Furuse — Fullseye operator documentation. Licensed under Apache-2.0.