d. dutta 13th cbm collaboration meeting 1 dipanwita dutta much segmentation study: a flexible scheme

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D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Dipanwita Dutta Much Segmentation Much Segmentation Study: A Flexible Study: A Flexible Scheme Scheme

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Page 1: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 1

Dipanwita DuttaDipanwita Dutta

Much Segmentation Study: Much Segmentation Study: A Flexible SchemeA Flexible Scheme

Page 2: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 2

Existing Segmentation Scheme (5% Occupancy)Existing Segmentation Scheme (5% Occupancy)

Flexible Segmentation SchemeFlexible Segmentation Scheme– AimAim– PlanPlan– ImplementationImplementation– Examples Examples – Improve coverage near beam pipeImprove coverage near beam pipe– Hit Production Hit Production

Summary and Future PlanSummary and Future Plan

OutlineOutline

Page 3: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 3

Muon SimulationsMuon Simulations cbmroot release

v.APR08 UrQMD central

events Au+Au at 25 AGeV

all strips STS compact MuCh

5 iron absorber (125cm)

15 MuCh stations

MuCh hit producer without clusters

L1 (STS) and LiT (MuCh) tracking

cbmroot release v.APR08

UrQMD central events Au+Au at 25 AGeV

all strips STS compact MuCh

5 iron absorber (125cm)

15 MuCh stations

MuCh hit producer without clusters

L1 (STS) and LiT (MuCh) tracking

Page 4: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 4

Existing Segmentation Existing Segmentation Scheme Scheme

5% Hit occupancy

Central Au+Au Collision @ 25 AGeV from UrQMD

Compact Much

Min Pad size1.4 × 2.8 mm2

Page 5: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 5

RegioRegionsns

Hit DensityHit Densityhit/event/cmhit/event/cm22

PadWPadW(cm)(cm)

PadLPadL(cm)(cm)

SecWSecW(cm)(cm)

SecLSecL(cm)(cm)

1 >0.4 0.138 0.277 2.217 2.217

2 0.2-0.4 0.277 0.277 2.217 4.434

3 0.1-0.2 0.277 0.554 4.434 4.434

4 0.05-0.1 0.554 0.554 4.434 8.868

5 0.025-0.5 0.554 1.108 8.868 8.868

6 0.01-0.025 1.108 1.108 8.868 17.74

7 0.005-0.01 1.108 2.217 17.74 17.74

8 0.0025-0.005 2.217 2.217 17.74 35.43

9 0.001-0.0025 2.217 4.434 35.43 35.43

Existing Scheme: Sector and Pad DimensionsExisting Scheme: Sector and Pad Dimensions

Page 6: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 6

1. Based on 5% Occupancy : 1. Based on 5% Occupancy : governed by Hit Densitygoverned by Hit Density

2. Define 9 Regions of different Sector sizes

3. Sector as well as pad dim. doubled seq.

4. Each Sector is having 128 channels

5. Start region number for each Station Triplet depends on the hit density

6. The radius vector of different regions is defined from HDensity histogram

Existing Segmentation schemeExisting Segmentation schemeStation 1

6 regions, 1, 2, 3, 4, 5, 6

Rad: 13.7,20,28,36,44,52,62.3

Min Pad dimension: 1.4×2.8 mm2 – unrealistic

Page 7: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 7

Less Efficiency Less coverage near beam pipe

Hit Production EfficiencyHit Production Efficiency

Hit prod. Efficiency= N hits/N Mc. points

● MC Points

● Reco Hits

Page 8: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 8

To study the realistic detector To study the realistic detector designdesign by optimising pad layoutby optimising pad layout

To make the detector design To make the detector design simplesimple

To have flexibility of sector sizes To have flexibility of sector sizes and pad sizesand pad sizes

To get more coverage near the To get more coverage near the pipepipe

Aim: Flexible Segmentation SchemeAim: Flexible Segmentation Scheme

Page 9: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 9

Steps:Steps:1. Keep 9 Regions of Diff. Sector sizes1. Keep 9 Regions of Diff. Sector sizes

2. Make Flexible Radius for Diff. Regions2. Make Flexible Radius for Diff. Regions

3.3. Flexible No. of Regions Flexible No. of Regions

4. Flexible Pad Dimension4. Flexible Pad Dimension

5. Flexible Number of Channels5. Flexible Number of Channels

6. Improve coverage near beam pipe6. Improve coverage near beam pipe

Plan: Flexible Segmentation SchemePlan: Flexible Segmentation Scheme

Page 10: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 10

Implementation: Implementation: Flexible Seg. SchemeFlexible Seg. Scheme Introduced Option for Different Scheme (1) Option 0: Original Segmentation

Scheme 5% Occupancy (2) Option 1:(2) Option 1: Flexible Segmentation Flexible Segmentation

SchemeScheme (Dec08 Release)(Dec08 Release)Flexible radius of regionsFlexible no. of regionsImproved coverage near beam pipe

(3) Option 2:(3) Option 2: Flexible Segmentation Flexible Segmentation SchemeScheme (Recent)(Recent)

Option of variable Channel No. (1→128) Option of variable pad dimension

Page 11: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 11

Station: 10,11,12Station: 10,11,12 (after 4th absorber)

Existing:Existing: Rad .of diff. regions (8,9)

42 cm Flexible:Flexible: Rad .of diff. regions (2,8,9) Rad [ ]={27,42} //cm Reg [ ]={2,8,9}

R_int=26.2 cmR_ext=124.5 cm

Example: Flexible Seg. Scheme (Option1 )Example: Flexible Seg. Scheme (Option1 )

Page 12: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 12

Station: 10,11,12 Station: 10,11,12 (after 4th absorber)

Example: Flexible Seg. Scheme (Option 1)Example: Flexible Seg. Scheme (Option 1)

● MC Points

● Reconstructed Hits

Page 13: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 13

Improved Coverage: Flexible Seg SchemeImproved Coverage: Flexible Seg Scheme

Allow Sectors inside the Beam Pipe

•To remove the efficiency loss due to less coverage near the beam pipe • Implemented for optimization of pad size

Page 14: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 14

Efficiency Improved – by improving the coverage

Hit Prod. Efficiency with Flexible Seg. Scheme Hit Prod. Efficiency with Flexible Seg. Scheme ( Improved coverage)( Improved coverage)

Std. Seg.

Hit Prod. Eff: ~90%

Improved coverage:

Hit Prod. Eff. ~98%

DEC08 Release

Page 15: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 15

No. of Ch. =128No. of Ch. =128 No. of Ch. =64No. of Ch. =64 No. of Ch. =32No. of Ch. =32

Regions

PadW(cm)

PadL(cm)

SecW(cm)

SecL(cm)

SecW(cm)

SecL(cm)

SecW(cm)

SecL(cm)

1 0.138 0.277 2.217 2.217 1.108 2.217 1.108 1.108

2 0.277 0.277 2.217 4.434 2.217 2.217 1.108 2.217

3 0.277 0.554 4.434 4.434 2.217 4.434 2.217 2.217

4 0.554 0.554 4.434 8.868 4.434 4.434 2.217 4.434

5 0.554 1.108 8.868 8.868 4.434 8.868 4.434 4.434

6 1.108 1.108 8.868 17.74 8.868 8.868 4.434 8.868

7 1.108 2.217 17.74 17.74 8.868 17.74 8.868 8.868

8 2.217 2.217 17.74 35.43 17.74 17.74 8.868 17.74

9 2.217 4.434 35.43 35.43 17.74 35.43 17.74 17.74

Flexible Segmentation Scheme (Option 2)Flexible Segmentation Scheme (Option 2)

MinPadW

=1.38mm

MinPadL

=2.77mm

minPadW and minPadL and

No. of Channel

is input

Additional Feature: Flexible No. of Channel and Flexible pad dimension

Page 16: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 16

No. of channel/sec: 128

Sec. (3): 4.43×4.43 cm2

(4): 4.43×8.87 cm2

(5): 8.87×8.87 cm2

No. of sec: 320No. of channels: 40960

Sec. (3): 2.21×4.43 cm2

(4): 4.43×4.43 cm2

(5): 4.43×8.87 cm2 No. of sec: 628No. of channels: 40192

No. of channel/sec: 64

Sec. (3): 2.21×2.21 cm2

(4): 2.21×4.43 cm2

(5): 4.43×4.43 cm2 No. of sec: 1196No. of channels : 38272

No. of channel/sec: 32

Stations : 1, 2, 3

Reg: 3,4,5 Rad: 25,45

r_int=13.7, r_ext=62.3 cm

Blue: Reg. 3, Pad: 2.77 × 5.54 mm2 Yellow: Reg. 4, Pad: 5.54 × 5.54 mm2 Magenta: Reg. 5, Pad: 5.54 × 10.08 mm2

Example: Flexible Seg. Scheme ( Option 2)Example: Flexible Seg. Scheme ( Option 2)

Page 17: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 17

Example: Flexible Seg. Scheme ( Option 2)Example: Flexible Seg. Scheme ( Option 2)

No. of channel/sec: 16

Sec. (3): 1.11×2.21 cm2

(4): 2.21×2.21 cm2

(5): 2.21×4.43 cm2

No. of sec: 2316No. of channels: 37056

Sec. (3):1.11×1.11 cm2

(4):1.11×2.21 cm2

(5): 2.21×2.21 cm2

No. of sec: 4580No. of channels: 36640

No. of channel/sec: 8

Sec. (3): 0.55×1.11 cm2

(4): 1.11×1.11 cm2

(5): 1.11×2.21 cm2

No. of sec: 9060No. of channels : 36240

No. of channel/sec: 4

Stations : 4, 5, 6

Reg: 3,4,5 Rad: 25, 45

Blue: Reg. 3, Pad: 2.77 × 5.54 mm2 Yellow: Reg. 4, Pad: 5.54 × 5.54 mm2 Magenta: Reg. 5, Pad: 5.54 × 10.08 mm2

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D. Dutta 13th CBM Collaboration Meeting 18

Study of Hit Prod. Efficiency Study of Hit Prod. Efficiency for different digi schemefor different digi scheme

12345

22345

42345

32345

34567

34556

S/B and Efficiency study required to optimize pad dimension

Page 19: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 19

Hit Production Efficiency Hit Production Efficiency

34556 seems to be the Mimimum Pad dimensions in stations from Hit Efficiency

Stat/per event:

Mc. Points:2990

Rc. Hits :2941

Multihits :47

Outside :0.97

Min pad size: 2.8×5.6 mm2

2.8×5.5 mm2

5.5×5.5 mm2

11.1×11.1 mm2

5.5×11.1 mm2

5.5×11.1 mm2

6 times larger and Realistic

Page 20: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 20

A Flexible Segmentation scheme for Much A Flexible Segmentation scheme for Much implementedimplemented

– Flexibility in radius of different region

– Flexibility in number of regions

– Flexibility in No. of Channels

– Flexibility in pad dimension

Improved coverage near beam pipe

Min. pad dimension 2.8×5.6 mm2 shows good Hit efficiency (3 times larger and realistic pad dimension)

Flexible Segmentation works with hit production and upto reconstruction

SummarySummary

Page 21: D. Dutta 13th CBM Collaboration Meeting 1 Dipanwita Dutta Much Segmentation Study: A Flexible Scheme

D. Dutta 13th CBM Collaboration Meeting 21

Study the realistic digitization with Clustering Study the realistic digitization with Clustering and Avalanche and Avalanche

Optimisation of detector layout for quarkonium Optimisation of detector layout for quarkonium

**Thanks for input from A. Kiseleva for this studyThanks for input from A. Kiseleva for this study

Thank youThank you

Future PlanFuture Plan