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8/2/2019 mulders
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IPRD06 Siena, October 4, 2006 1/20 Martijn Mulders, CERN
Muon Reconstruction and Identificationin CMS
Martijn Mulders (CERN)
for the CMS collaboration
10th
Topical Seminar on Innovative Particle and Radiation DetectorsSiena, 1-5 October 2006
* Introduction
* Muons in CMS* Outside-in or Inside-Out* MC and beyond* Conclusion
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Introduction
Muons: clean signature
Efficient, precise, pure muon reconstructionover large momentum range indispensable forLHC physics program:
10% p/p for 1 TeV muon (Z'+-)
10-100s GeV (W, Z, H4)
even
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Compact Muon Solenoid
Huge 4 Tesla superconducting solenoid
Steel return yoke (2T), instrumentedwith Muon spectrometer
Tracker, ECAL, HCAL inside coil
} Large bending powerBdl
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The CMS muon system
See talks by G. Cerminara (DT) & J. Troconiz (barrel muon trigger)
250 Drift tube chambers (DT)precise tracking- 4 stations in muon barrel- 8-12 DT layers per station
Resistive Plate Chambers (RPC)fast response
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Muon StandAlone / Global tracking
Local reconstruction
Combine hits into segments (first seperately in 2Dprojections, then combine to full 3D segment with positionand direction)
Standalone muon reconstruction ( or level 2 in HLT trigger)
Segments from DT, CSC, hits from RPC--> Muon Seeds -->Find trajectories inside-out (Kalman Filter)
Backward Kalman filter to innermost muon station, followedby fit including vertex constraint
Global muon reconstruction (or level 3 in muon HLT trigger) Extrapolate back to tracker surface
Look for compatible track(s) in region of interest
Perform global track fit including hits from tracker and muon
system --> select final muon candidate(s) based on 2
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Standalone/Global muon reconstruction
Goal of 10% p/p for 1 TeV muon achievable
Using silicon tracker improves resolution by factor 10 at low pT !
Multiple scatteringdominates p < 200 GeV/c
Spatial resolution
& alignment crucial
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Standalone/Global muon reconstruction
Combination with silicon tracker also provides good chargeidentification at p ~ 1 TeV:
Global MuonStandalone Muon
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Performance vs rapidity
a) b)
c) d)
a) efficiency
stand-alone muon
b) efficiencyglobal muon
c) resolutionstand-alone muon
d) resolutionglobal muon
Difficult region
on boundarybetween muonwheels
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Two approaches
Standard approach: Outside-in
Standalone Muon
Combine with tracker track to fitGlobalMuon
Muon-ID: complementary Inside-out approach
Extrapolate every track outward
Find compatible deposits in
ECAL, HCAL, HO, muon hits Determine muon 'compatibility'
Plot with barrelboundary inefficiencydip
Recover inefficiencies at muon chamberboundaries and low pT (e.g. Muons
which only reach the first muon station)
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CMS detector slice
STARTfromTracker
ECAL HCAL HO(barrel only) Muon system
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Muon ID: separation
Example: pT = 10 GeV/c in CMS barrel
Discrimination between muons and pions
CMS NOTE 2006/010CMS NOTE 2006/010
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Muon 'compatibility'
Define muon compatibility based on energy deposits incalorimeter only (left), hits in muon system (right)
Clear separation between muons and pions possible
Choose requirement on muon compatibility based on analysis
(trade-off between efficiency and fake rate), e.g. >0.8 and >0.4
CMS NOTE 2006/010 CMS NOTE 2006/010
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Combined performance
Gain 10-15% efficiency in additionto global muon reconstruction
Small increase in fake rate (0.170.20% for pions in b quark jets)
To be optimised further
Promising for soft lepton b-tagging
CMS NOTE 2006/010
single muons, pT=5 GeV/c
In b quark jet, pT>5 GeV/c
6% gain wrt (global ORstandalone reconstruction)
In b quark jet, pT>5 GeV/c
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MC and Beyond
Muon reconstruction and identification performance
reported in detail in Physics TDR:
Volume I (CERN/LHCC 2006/001)
Volume II (CERN/LHCC 2006/021)
New data model and software framework CMSSW
Basic algorithms have been ported
Coming months: validate & recover performancesreported in physics TDR
CMSSW ready for some 'real' tests:
CSA'06 : large scale test of CMS computingincluding simulation, data transfer, reconstruction
CMS Magnet Test and Cosmic Challenge
See talk by D. Onoprienko
See talk by N. de Filippis
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Magnet Test & Cosmic Challenge
MTCC phase I (Aug 2006):
The magnet works!
Integrated full slice (~ few %) ofCMS detector
Millions of events, up to 4T field
Excercised new CMSSW software,data taking, transport
worked fine (not without challenges!)
See talk by D. Lazic
MTCC phase II (9-31 Oct 2006):
Precise field map (10-4)
Take data with HCAL, CSC, DT and RPC
Perform more of the reconstruction faster; 'online' on the trigger farmor in Data Quality Monitoring in the control room
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Reconstructing MTCC muons
Online event display wasrunning in the control room
Hits, segments :
* live * during run
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DT, RPC, CSC local reconstruction
CSC : Fast offline analysis (hits,segments) with excellent feedback
to both online & offline experts
Further offline analysis: matchbetween DT and RPC hits
Black = DT hits
Green = RPC hits
DT global (4 stations) and Barrel RPC local data (6layers) merged offline
Hits
Preliminary
A few hours days after
data taking in phase I...
* live * in phase II ?
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Standalone muon
Hits in the trackermodules, in ECALand HCAL, tracksegments in theMuon system
Standalone muontrack fit working
Extrapolation inmagnetic field totracker works !
Standalone Muon
Reconstruction
Extrapolation
to tracker
Preliminaryfew days after data taking
MTCC phase II: perform unpacking, localand standalone reconstruction 'online'
In online event display, fast offlinereconstruction, in Data Quality
Monitoring, perhaps on Filter Farm
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Global fit including tracker
Global fit of muon traversing
CSC, DT and tracker
Preliminary
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Conclusions & Outlook
Efficient, pure and precise identification and reconstruction of muons Standard reconstruction and inside-out muon identification
Performance reported in CMS Physics TDR Vol I & II
New data model and software framework
Basic algorithms have been ported
Ready for further refinement and validation
Millions of real muons recorded during CMS Cosmic Challenge
Succesful integration of CMS detector slice and functionality ofnew software framework demonstrated
Invaluable data set: test algorithms and compare Monte Carlowith actual detector performance
Focus on commissioning rest of CMS detector and software
... and looking forward to the real startup of LHC !!
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Fast offline 'analysis'
Run 2602, Aug 28, run with more than 1 million eventsEvery FED has data in exactly 1,000,502 events
Bunchcrossing
number
DTdata
size
FED number FED number
FED number FED number FED number
Raw data all events:
minutes hours delay
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Tracks & standalone muons
Reconstructed track in the tracker
3.5 T
Preliminary
run 2621, event 73459
Stand-alonemuon trackwith 3 CSC
segments3.8 T
few days after
data taking