Reconstruction
Event reconstruction and related activities are a major software
task for HEP groups. For a typical detector the reconstruction falls
broadly into the following areas.
- Signals -> Hits
The raw output from the detector is read in and converted into
hits i.e. small track segments within active areas of the detector.
Channel based calibrations are applied. Hits typically carry timing,
charge/pulse height and position which may be inferred from the position
of the detector element possibly in conjunction with timing.
- Hits -> vertices, tracks, showers
At this stage 3D objects are built from hits. This may involve
matching 2D hits. Pattern recognition and fitting algorithms are
applied to groups of hits in an attempt to identify the global
structures of the event which represent the event
interactions. Calibrations that require full spatial position are
applied at this stage.
- vertices, tracks, showers -> Events
Further pattern recognition algorithms are now applied to the
event topology, trying to separate events, either statistically
or individually, into different physics hypotheses.
Two essential related activities are:-
- Calibration
Throughout the operation of the detector, calibrations are taken of
all the detector characteristics that could be time dependent.
Normally this will include both electronic and detector response
functions in order to convert signal height into energy. Calibrations
of timing and even positions may also be necessary,
- Database
A database is needed to record all the time dependent calibrations
so that event reconstruction has a standard source of detector constants
to be applied to events as they are processed. It also holds other
event related data such as run summaries which can be used as the starting
point of data processing book-keeping system.
Reconstruction Software:-
IT Support
Last modified: Wed Oct 24 14:10:02 BST 2007