Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN RPC Efficiency with Track...
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Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
RPC Efficiency with RPC Efficiency with Track Reconstruction Track Reconstruction
Giuseppe RoselliGiuseppe Roselli
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
Muon ReconstructionMuon Reconstruction
• Four steps:Four steps:
1.1. DigitizationDigitization2.2. Local ReconstructionLocal Reconstruction3.3. Stand Alone ReconstructionStand Alone Reconstruction4.4. Global ReconstructionGlobal Reconstruction
• In the Stand-Alone reconstruction the RPC can be excluded (or DT or CSC) giving In the Stand-Alone reconstruction the RPC can be excluded (or DT or CSC) giving
the possibility to reconstruct the track on the detector surface and calculate the the possibility to reconstruct the track on the detector surface and calculate the
efficiency. efficiency.
• Z°-> µ+µ-Z°-> µ+µ- samples have been used for this analysis. samples have been used for this analysis.
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
1- Chamber selection1- Chamber selection
• We can see how the chambers are selected in the We can see how the chambers are selected in the
algorithm without bias:algorithm without bias:
1.1. Read Trajectory (not persistent objects, that are deleted at the end Read Trajectory (not persistent objects, that are deleted at the end
of the reconstruction chain and contains all the information on the of the reconstruction chain and contains all the information on the
track propagation track propagation need to run the reconstruction in the same job need to run the reconstruction in the same job
of analysis)of analysis)
2.2. Loop over all the CMS RPC Roll Loop over all the CMS RPC Roll (Barrel + EndCap)(Barrel + EndCap)
3.3. Extrapolation of the impact point on each encountered surfaceExtrapolation of the impact point on each encountered surface
4.4. Coordinates conversion in the Local FrameCoordinates conversion in the Local Frame
5.5. Roll selection.Roll selection.
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
2- Efficiency - selection2- Efficiency - selection
• Matching between the extrapolated point and the rechit point, can be Matching between the extrapolated point and the rechit point, can be
calculated residuals distribution, giving the possibility to estimate the calculated residuals distribution, giving the possibility to estimate the
RPC resolution and understand which kind of cuts can be applied to RPC resolution and understand which kind of cuts can be applied to
decide the efficiency of the single chamber.decide the efficiency of the single chamber.Stand-Alone Muon Track
RPC extrapolation
On surface
Residuals
Efficiency
µ
RB1IN
RB1out
RB2IN
RB2out
RB3
RB4
x
z
yLocal coordinate
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
More rec-hitsMore rec-hits
• If there are more than one rec-hit we can select the only one that gives the minimum residual!
Best RecHit1 µ µ 11 µ µ 22 Best RecHit2
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
Parameters• We can decide:
1. Kind of track to read:
a) StandAloneMuons
b) StandAloneMuons + Vertex
c) GlobalMuons
2. Set the cut value on the residuals:
a) Default cut = 6 cm.
3. Start directly from digi of DT or CSC and RPC.
4. Create the following plots:a) Efficiencyb) Residualsc) Real Occupancy and predicted from the track extrapolationd) Residuals vs reconstructed Pte) Global Residuals and Efficiency
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
Results• Residuals distribution for all the chambers:
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
Pull and error associated to the Rec-Hit
• To find the functional form of the Resolution, can be investigated
the Pull distribution, defined as:
• If the estimation of σx on the average value is correct, the Pull
distribution must be fitted with a Gaussian curve having a standard
deviation of about “ 1 ”.
x
xPull
)(
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
Pull Distribution
Errors on Rec-Hit overestimated
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
Reconstructed Pt• Pt distribution calculated in correspondence of the RPC surface.
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
GREN Track ReconstructionGREN Track Reconstruction
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
GREN Results
Local Efficiency with an average
value of about 94%
Residuals
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
Inefficient casesInefficient cases
Real Inefficient case
Inefficient case due to the track reconstruction
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
Stand Alone Reconstruction
• The same package can be used also track reconstructed
only with the RPC and obtain the “Stand Alone Efficiency”.
• Status:
1. At the moment the RPC seed can be read and from it can be
activated the reconstruction chain (there are cases in which it
does not works and so the tracks are not reconstructed) (P. NoliP. Noli)
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
Stand Alone options
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
RPC Stand Alone Residuals
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
RPC Stand Alone Pull
Errors on Rec-Hit underestimated
Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN Giuseppe Roselli (CMS-RPC) Università degli Studi di Bari – INFN
Work in progressWork in progress
• At the moment this algorithm has been tested only on simulated At the moment this algorithm has been tested only on simulated
data and a real test can be done with thedata and a real test can be done with the Cosmic Runs. Cosmic Runs.
• The main topic for the future is to evaluate the The main topic for the future is to evaluate the “intrinsic “intrinsic
efficiency”efficiency” for each chamber using the following method: for each chamber using the following method:
1. Match between simulated and reconstructed tracks;
2. Calculate the efficiency vs Pt;
3. Calculate the efficiency vs eta.