TRT HT middle bit tuning


Middle bit of TRT high threshold bits can be used to reduce TRT occupancy under higher instantaneous luminosity condition during Run 2. Since high threshold bit pattern distribution is not modeled well in simulation, HT middle bit fraction is lower in MC about 3 - 10% depending on the TRT parts. The goal of this study is to tune TRT digitization to have a best data and simulation agreement. The definition of HT middle bit fraction is following.

HT middle bit fraction ≡ number of HT hits with middle HT bit high / number of total HT hits


Since HT variables are sensitive to pile-up, low <mu> data (<mu>~6) was selected for the study. Although HT bit pattern distribution of electron and muon is very similar, we studied both electron and muon for completeness.

  • Data
    • data11_7TeV.periodD.physics_Egamma.PhysCont.DESD_SGLEL.repro09_v01/
    • data11_7TeV.periodG.physics_Egamma.PhysCont.DESD_SGLEL.repro09_v01/
    • data11_7TeV.periodI.physics_Egamma.PhysCont.DESD_SGLEL.repro09_v01/
  • MC
    • J/ψ → μμ sample
      • mc11_7TeV.108494.Pythia_directJpsimu2p5mu2p5.merge.HITS.e835_s1310_s1300/
    • Z → ee sample
      • mc11_7TeV.147770.Sherpa_CT10_Zee.merge.HITS.e1443_s1372_s1370/


Athena software release to process data and MC are different since data was processed with old release and MC has to be reprocessed with various TRT digitizations.

  • for data
  • for MC


Two TRT_Digitization tags which are related to the study.

  • TRT_Digitization-01-00-14
    • The baseline TRT digitization tag for tuning study.
    • (Most) tuning parameters are overrided in
    • HT shaping is tabulated in '' and has to be hard-coded.
  • TRT_Digitization-01-00-24
    • The tag which all final tuning parameters are implemented.

HT middle bit tuning

List of tuning parameters

  1. High threshold shaping function
  2. High threshold value
  3. High threshold ΔT0 shift

Tuning of high threshold shaping function

The ASBDLR has a separate discriminators for tracking (low threshold) and TR photon (high threshold). High threshold discriminator has an additional shaping circuitry with a peaking time of 11ns to preserve signal uniformity. The HT signal has to be stretched to increase HT middle bit fraction as shown below. New HT shape (HT shape 3) has slower falling time than origianl HT shape and peaking time also delayed about 1.5 ns.


The Figure below shows the agreement of HT middle bit fraction between data and MC as a function of HT ΔT0 shift for different TRT partitions. HT middle bit fraction is always underestimated with original HT shape for all HT ΔT0 shifts. HT shape 3 is sufficiently large to have a perfect data/MC agreement.


Tuning of high threshold value

High threshold has to be tuned to restore an increased HT probability due to the new HT shape. HT probability increased 8.9% for Barrel short straws, 9.8% for Barrel long straws, 8.0% for Endcap A-wheels and 6.9% for Endcap B-wheels as shown in below figure. High threshold values are raised accordingly to restore original HT probability for each TRT partitions. Below table shows original high threshold values and new high threshold values to cope with new HT shape.

Original high threshold New high threshold
Barrel short 0.006047 0.006576
Barrel long 0.005477 0.006016
Endcap A-wheel 0.005916 0.006390
Endcap B-wheel 0.005680 0.006074


Tuning of high threshold ΔT0 shift

Since there is an additional shaping circuitry for high threshold, high threshold T0 setting can be differ from overall (or low threshold) T0 setting. Tuning of high threshold T0 setting is done by an additional T0 shift on top of overall T0 setting. The shift is applied after discrimination so that it has a discrete step of 0.78125 ns (See Andrew's slides for the detail). The implementation can be applied for each TRT partitions: Barrel short, Barrel long, Endcap A-wheel and Endcap B-wheel.

Following figure shows data and MC agreement of HT middle bit fraction as a function of HT ΔT0 shift. Different colors represent each TRT partitions, and empty squares have intersection point(s) with a red dashed line which means perfect data and MC agreement. Red arrows indicate possible HT ΔT0 shifts from original digitization setting. Barrel short is straightforward since it has only one point of intersection, but other three TRT partitions have two points of intersections. HT bit pattern distribution can be used to determine better HT ΔT0 shifts as shown below.


The criterion for better HT ΔT0 shift from HT bit pattern distribution is the data and MC agreement of HT bit high patterns, especially one HT bit high patterns since they mainly affect HT middle bit fraction. It is clear that Endcaps show better agreement with HT ΔT0 shift of -4.6875 ns (Blue line) for all HT bit patterns. The optimal HT ΔT0 shift for Barrl long is chosen to have a better one HT bit high pattern agreements.


Final results

Below figures show HT middle bit fraction vs. straw layer for Barrel (left) and Endcap (right). Simulation with baseline TRT digitization (TRT_Digitization-01-00-14) and the new TRT digitization (TRT_Digitization-01-00-24) are shown. All final tuning parameters are applied in the new TRT digitization tag of TRT_Digitization-01-00-24. The agreement of data and simulation is very good for both Barrel and Endcap and weighted mean values of MC/data are shown below.

  Weighted mean of MC/data
Barrel short 1.0006 0.0020
Barrel long 0.9952 0.0006
Endcap A-wheel 0.9997 0.0006
Endcap B-wheel 1.0013 0.0006

There are also noticeable improvements in the HT bit pattern distributions with tuning as shown below.



Topic attachments
I Attachment History Action Size Date Who Comment
PNGpng HTshape.png r1 manage 299.5 K 2015-06-19 - 06:24 KyungeonChoi  
PNGpng final_HTbitpattern.png r1 manage 308.2 K 2015-06-19 - 06:24 KyungeonChoi  
PNGpng final_HTmiddleBitfraction.png r1 manage 698.2 K 2015-06-19 - 06:25 KyungeonChoi  
PNGpng tuningHLthreshold_HTprob.png r1 manage 684.4 K 2015-06-19 - 06:25 KyungeonChoi  
PNGpng tuningHTdeltaT0.png r1 manage 1024.2 K 2015-06-19 - 06:25 KyungeonChoi  
PNGpng tuningHTdeltaT0_HTbitpattern.png r1 manage 557.8 K 2015-06-19 - 06:25 KyungeonChoi  
PNGpng tuningHTshape.png r1 manage 519.8 K 2015-06-19 - 06:26 KyungeonChoi  
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Topic revision: r5 - 2015-06-19 - KyungeonChoi
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