Physics Reconstruction Documentation

Overview

The HPS physics reconstruction is implemented primarily by the HPS Java project as a series of org.lcsim Drivers, described by an lcsim xml steering file which configures the lcsim job manager.  The EvioToLcio command line tool reads the EVIO data events using an EvioReader and these are converted into LCIO events by an LCSimEventBuilder such as LCSimEngRunEventBuilder.  These collections have types such as RawTrackerHit.  With the data now in a compatible format for lcsim, the driver chain from the lcsim job manager is run on the event to add additional physics object collections to the EventHeader.  The events with the data and recon collections are written out to LCIO files.  The LCIO output can be converted to ROOT DST Data Format for ROOT compatibility, or it may be loaded back into HPS Java for analysis. 

Basic Recipe

This is the basic recipe for reconstructing HPS data:

1. EVIO data files are converted to LCIO events using the EvioToLcio command line utility (if you have an LCIO file you don't need to do this).
2. The HPS Java reconstruction is run to produce physics object collections.
3. The recon LCIO is converted to ROOT DST Data Format so that the events can be easily analyzed in ROOT.

Oftentimes, the physics reconstruction is performed in the same job (process) as the conversion from raw data to LCIO for efficiency, typically using the EvioToLcio command line utility.

Data Conversion

The EvioToLcio utility converts EVIO to LCIO using an LCSimEventBuilder implementation such as LCSimEngRunEventBuilder.  The generated LCIO events can then be optionally written to disk using an LCIODriver.  The physics reconstruction may also be run in the same process.

SVT data banks are handled by an SvtEvioReader and converted into RawTrackerHit collections.

Various modes of EVIO TDC data from the ECal are converted using the EcalEvioReader.

The following collections are added to the event by the ECal reader.

• EcalReadoutHits
• FADCGenericHits
• EcalReadoutExtraDataRelations
• EcalReadoutExtraData 

This builder will also convert and write DAQ config information, EPICS control data, and scalar bank data into the output LCSim events, if these banks are present in the EVIO data.

Track Reconstruction

These are the steps in the HPS Java track reconstruction:

1. RawTrackerHitFitterDriver fits time vs ADC signal from raw data into fitted hits collection.
2. DataTrackerHitDriver creates stereo hit pairs from fitted hits.
3. HelicalTrackHitDriver creates 3D hits from clusters of stereo hits.
4. TrackerReconDriver runs multiple times with different tracking strategy files, creating a track collection for each strategy.
5. The MergeTrackCollections Driver is used to merge the multiple track collections together.
6. The GBLRefitterDriver refits the tracks using GBL.
7. TrackDataDriver adds a Generic Object collection containing additional information about the track.

The tracking packages in lcsim form the basis for HPS's tracking algorithms through usage and extension.  Seed Tracker is used for track finding using a set of input tracking strategies.  The track fit from lcsim is further refined using a Java implementation (port) of the GBL C++ algorithm. 

ECal Reconstruction

Reconstructed Particles

Track-cluster matching associates ECal clusters with tracks, and vertex reconstruction is performed.  The matching tracks and clusters are be associated together into a ReconstructedParticle collection.

Package Documentation

The HPS Java Documentation can be used to browse the packages and classes used for physics reconstruction.

The following packages are related to physics reconstruction in HPS Java.

HPS Java Reconstruction Packages

LCSim Packages

These lcsim packages are used extensively in the HPS Java reconstruction code.