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\section{Architecture and concepts}
In this section we introduce some general concepts and naming conventions
related
to the smFRET burst analysis in FRETBursts.
\subsection{Photon streams}
\label{sec:ph_streams}
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Even when no molecule is crossing the excitation volume, there are “background
counts” due to detectors dark counts, out of focus molecules and sample
scattering and/or auto-fluorescence.
Figure~\ref{fig:bgdist} shows Therefore, the recorded stream of timestamps
is comprised out of (at least) two processes, one with high rate, due to
fluorescence photons of single molecules, and another slower one which represents
the background~\cite{Gopich_2008}. These two processes can be
observed in the
typical distribution of timestamps delays (i.e. the waiting times
between two subsequent timestamps)
as illustrated in
a smFRET measurement. Figure~\ref{fig:bgdist}.
The “tail” of the distribution (a line in semi-log scale) corresponds
to exponentially-distributed delays, indicating that those counts are generated by a
\href{http://en.wikipedia.org/wiki/Poisson_process}{Poisson process}. At short
timescales, the distribution departs from the exponential due to the bursts of
photons from diffusing
single-molecules (the signal). single-molecules. To estimate the background
rate, (i.e. the exponential time constant) we need to select a minimal timestamp
delay threshold above which the distribution can be considered exponential. We
also need to chose a fitting method, for example the Maximum Likelihood
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periodically (every few seconds) because it can varies during the measurement on
time scales of tens of seconds. FRETBursts splits the data in uniform time
slices called \textit{background periods} and compute the background rates for
each of these slices (see section~\ref{sec:bg_calc}).
The Note that the slicing
in background
periods is also used during burst search to compute a background-dependent
threshold and to apply the burst correction (section~\ref{sec:burstsearch}).