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Measurement of the Z boson cross-section in - Harvard University ...

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Chapter 4: Data Collection and Event Reconstruction 111<br />

performance than <strong>the</strong> DNA method, but is much slower.<br />

4.2.2 Reconstruction <strong>in</strong> <strong>the</strong> Calorimeters<br />

Information from <strong>the</strong> calorimetry is used for identify<strong>in</strong>g and measur<strong>in</strong>g <strong>the</strong> energies<br />

<strong>of</strong> electrons, photons, and hadronic and τ jets, as well as miss<strong>in</strong>g transverse energy.<br />

The strategies used for reconstruct<strong>in</strong>g <strong>the</strong> various objects will be discussed <strong>in</strong> this<br />

<strong>section</strong>, start<strong>in</strong>g at <strong>the</strong> cell level.<br />

An <strong>in</strong>com<strong>in</strong>g particle creates a shower <strong>in</strong> <strong>the</strong> calorimeters, deposit<strong>in</strong>g its energy <strong>in</strong><br />

a number <strong>of</strong> cells both <strong>in</strong> <strong>the</strong> longitud<strong>in</strong>al and lateral directions 10 . When an event is<br />

accepted by a Level-1 calorimeter trigger, <strong>the</strong> analog signal from each calorimeter cell<br />

is digitized and sent to a set <strong>of</strong> digital signal processors (DSPs). The DSPs convert<br />

<strong>the</strong> signals <strong>in</strong>to an energy deposition value for each cell, tak<strong>in</strong>g <strong>in</strong>to account electronic<br />

and pile-up noise 11 . To estimate <strong>the</strong> energy <strong>in</strong> a shower from <strong>the</strong> cell energies, <strong>the</strong><br />

cells are first grouped <strong>in</strong>to clusters and <strong>the</strong> total energy <strong>in</strong> each cluster summed up.<br />

ATLAS uses two different cluster<strong>in</strong>g techniques, namely, slid<strong>in</strong>g w<strong>in</strong>dow cluster<strong>in</strong>g<br />

and topological cluster<strong>in</strong>g.<br />

Slid<strong>in</strong>g w<strong>in</strong>dow cluster<strong>in</strong>g technique<br />

The slid<strong>in</strong>g w<strong>in</strong>dow method is based on summ<strong>in</strong>g energies <strong>of</strong> cells with<strong>in</strong> a fixed<br />

w<strong>in</strong>dow <strong>in</strong> η − φ space. Two types <strong>of</strong> slid<strong>in</strong>g w<strong>in</strong>dow clusters (also called towers)<br />

10 In this context, <strong>the</strong> longitud<strong>in</strong>al direction is <strong>the</strong> direction <strong>of</strong> shower development, i.e. , along<br />

<strong>the</strong> path <strong>of</strong> <strong>the</strong> <strong>in</strong>com<strong>in</strong>g particle. Similarly, <strong>the</strong> lateral direction is that perpendicular to <strong>the</strong> path<br />

<strong>of</strong> <strong>the</strong> particle.<br />

11 ‘Pile-up noise’ <strong>in</strong> <strong>the</strong> calorimetry can arise from multiple ‘pile-up’ events <strong>in</strong> <strong>the</strong> same bunch<strong>cross</strong><strong>in</strong>g<br />

<strong>in</strong> which <strong>the</strong> primary <strong>in</strong>teraction occurred, or from <strong>in</strong>teractions <strong>in</strong> bunch-<strong>cross</strong><strong>in</strong>gs close <strong>in</strong><br />

time to that <strong>of</strong> <strong>the</strong> primary <strong>in</strong>teraction. The latter is possible because <strong>the</strong> response time <strong>of</strong> <strong>the</strong><br />

calorimeters is longer than <strong>the</strong> 25 ns bunch-<strong>cross</strong><strong>in</strong>g <strong>in</strong>terval.

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