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Principles of Fluorescence Spectroscopy

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106 TIME-DOMAIN LIFETIME MEASUREMENTS<br />

the instrument. The width <strong>of</strong> the IRF is due to both the characteristics<br />

<strong>of</strong> the detector and the timing electronics. The<br />

IRF in Figure 4.9 is quite narrow, about 60 ps wide, measured<br />

as the full width <strong>of</strong> the half maximum intensity<br />

(FWHM). The use <strong>of</strong> a logarithmic intensity scale exaggerates<br />

the low-intensity regions <strong>of</strong> the pr<strong>of</strong>ile. There is an<br />

afterpulse about 2 ns after the main peak. Afterpulses are<br />

observed with many PMTs. The instrument response function<br />

shown in Figure 4.9 is rather good, and some PMTs<br />

give far less ideal pr<strong>of</strong>iles. For instance, the pr<strong>of</strong>ile in Figure<br />

4.3 was measured with an end-on linear-focused PMT,<br />

for which the afterpulses and long time tail are more significant.<br />

However, even in this case (Figure 4.3) the number <strong>of</strong><br />

photons in the peak <strong>of</strong> the afterpulse is only about 0.05% <strong>of</strong><br />

the counts in the peak channel.<br />

The measured intensity decay N(t k ) is shown as a histogram<br />

<strong>of</strong> dots. The height <strong>of</strong> the dots on the y-axis represents<br />

the number <strong>of</strong> photons that were detected within the<br />

timing interval t k to t k + ∆t, where ∆t is the width <strong>of</strong> the timing<br />

channel. In this case the peak channel, with the largest<br />

number <strong>of</strong> counts, has recorded approximately 3000 photons.<br />

On the log scale the decay is seen to be a straight line<br />

suggesting a single decay time.<br />

The last curve is the calculated data N c (t k ), which is<br />

usually called the fitted function. This curve (solid) represents<br />

a convolution <strong>of</strong> the IRF with the impulse response<br />

function, which is the intensity decay law. The fitted function<br />

is the time pr<strong>of</strong>ile expected for a given intensity decay<br />

when one considers the form <strong>of</strong> the IRF. The details <strong>of</strong> calculating<br />

the convolution are described in the next section.<br />

For a single exponential decay the lifetime is the value <strong>of</strong> τ<br />

that provides the best match between the measured data<br />

N(t k ) and the calculated time-dependent intensities N c (t k ).<br />

For a multi-exponential decay (eq. 4.2) the analysis yields<br />

the values <strong>of</strong> α i and τ i that are most consistent with the data.<br />

4.3.3. Convolution Integral<br />

It is important to understand why the measured intensity<br />

decay is a convolution with the lamp function. The intensity<br />

decay law or impulse response function I(t) is what<br />

would be observed with δ-function excitation and a δ-function<br />

for the instrument response. Equations 4.2, 4.12, and<br />

4.13 are examples <strong>of</strong> impulse-response functions. Unfortunately,<br />

it is not possible to directly measure the impulse<br />

response function. Most instrument response functions are<br />

0.5 to 2 ns wide. However, we can imagine the excitation<br />

pulse to be a series <strong>of</strong> δ-functions with different amplitudes.<br />

Figure 4.10. Convolution <strong>of</strong> an impulse response function I(t) with<br />

three excitation pulses (top) or with a lamp pr<strong>of</strong>ile L(t k ) to yield the<br />

measured data N(t k ).<br />

Each <strong>of</strong> these δ-functions excites an impulse response from<br />

the sample, with an intensity proportional to the height <strong>of</strong><br />

the δ-function (Figure 4.10, top). The measured function<br />

N(t k ) is the sum <strong>of</strong> all these exponential decays, starting<br />

with different amplitudes and different times.<br />

Mathematically, the concept <strong>of</strong> convolution can be<br />

expressed as follows. 16 Each δ-function excitation is<br />

assumed to excite an impulse response at time t k :<br />

I k(t) L(t k) I(t t k)∆t(t t k)<br />

(4.14)<br />

The amplitude <strong>of</strong> the impulse response function excited at<br />

time t k is proportional to the excitation intensity L(t k ) occurring<br />

at the same time. The term (t – t k ) appears because the<br />

impulse response is started at t = t k , and it is understood that

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