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Tracker Reconstruction Timothy Carlisle Oxford

Tracker Reconstruction

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Timothy Carlisle Oxford. Tracker Reconstruction. Reconstruction in G4MICE. Simulate  Digitize  Reconstruct TrackerRec / package 4 or 5 point tracks ( Kalman fit) root files for each Tracker Station No TrackerRef Plane as yet Use station 1 as ref.  innermost stations. - PowerPoint PPT Presentation

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Page 1: Tracker Reconstruction

Tracker Reconstruction

Timothy CarlisleOxford

Page 2: Tracker Reconstruction

Reconstruction in G4MICE

Simulate Digitize Reconstruct TrackerRec/ package 4 or 5 point tracks (Kalman fit) ROOT files for each Tracker Station

No TrackerRef Plane as yet Use station 1 as ref. innermost stations

Page 3: Tracker Reconstruction

Track Fitting Efficiency

Downstream Tracker Upstream Tracker

10,000 muons 6mm beamTwo Trackers, no materialStep IV fields

Inner station Inner station

99% 99%

Page 4: Tracker Reconstruction

x Resolution

10,000 events, e =6mm Res. 0.7 mm at stations 1

& 2 Res. ~1.2 mm at outer

stations Feature of fitting

algorithm?

Station 5

Station 1

10,000 muons 6mm beamStep IV fields

Page 5: Tracker Reconstruction

Momentum Resolution

Px Pz

• (mcPx-TrkPx) ~ 1 MeV/c • (mcPz-TrkPz) ~3.7MeV/c

10,000 muons 6mm beamStep IV fields

Page 6: Tracker Reconstruction

dE/dX?

Landau distribution is ~3 MeV wide

Ptotal resolution ~ 3.9 MeV/c Pz res. the weak link EMR / ToFs?

Ptotal

Page 7: Tracker Reconstruction

Transverse Amplitude

Single particle emittance Useful for selection cuts Beastly:

Calc. using mc truth a b g for beam envelope

Page 8: Tracker Reconstruction

Amplitude Resolution

0.3mm < DAmpSq< 0.8mm depending on the station Unclear why sign change...

10,000 muons 6mm beamStep IV fields

Station 1 (Inner)

Station 5

Page 9: Tracker Reconstruction

[Crude] Cooling Measurements

10,000 muons 6mm beamTwo Trackers, LH2Step IV fields

Black – mc [Virtual Planes], 98.5% Transmitted

Green – Trk mcBlue – reconstructed

Emittance[mm]

• 35cm LH2•Calc. e at each station•Inner station ref. plane•4.5% cooling (mc truth)

•TrkMC: 5.5%•TrkRec: 3.8%

Abs(mc – rec) < 50 for x, y, px , py

Page 10: Tracker Reconstruction

Energy

Av. Energy [MeV]

few MeV loss due to stations

Rec. Energy ~ const. Averaged for rec.

tracks?

Black – mc [Virtual Planes]

Green – Trk mc Blue – Trk reconstructed

Page 11: Tracker Reconstruction

Summary

TrackerRec/ Station by Station output at present Efficiency 98-99% Position resolution dep. on station At inner station:

Energy resolution ~ 4MeV Beyond Landau width- use EMR / ToFs?

Amplitude resolution appears < 1mm

• sDx, Dy~0.7mm • sDPx, DPy ~ 1 MeV/c• sDPz ~ 3.7 MeV/c