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Increasing Accuracy and Productivity of Device Characterization Processes for Efficient Modeling of Next-Generation Semiconductors Andrej Rumiantsev, Stojan Kanev

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Page 1: Increasing Accuracy and Productivity of Device ...mos-ak.org/frankfurt_o/papers/P_8_Rumiantsev_MOS... · Increasing Accuracy and Productivity of Device Characterization Processes

Increasing Accuracy and Productivity of Device Characterization Processes for Efficient Modeling of Next-Generation

Semiconductors

Andrej Rumiantsev, Stojan Kanev

Page 2: Increasing Accuracy and Productivity of Device ...mos-ak.org/frankfurt_o/papers/P_8_Rumiantsev_MOS... · Increasing Accuracy and Productivity of Device Characterization Processes

2MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Outline

Increasing the Test cell efficiency and productivity

Providing complete measurement solution

Improving measurement accuracy

… for better, faster, and cost-effective device modeling process

Page 3: Increasing Accuracy and Productivity of Device ...mos-ak.org/frankfurt_o/papers/P_8_Rumiantsev_MOS... · Increasing Accuracy and Productivity of Device Characterization Processes

3MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Outline

Increasing the Test cell efficiency and

productivity

Providing complete measurement solution

Improving measurement accuracy

Page 4: Increasing Accuracy and Productivity of Device ...mos-ak.org/frankfurt_o/papers/P_8_Rumiantsev_MOS... · Increasing Accuracy and Productivity of Device Characterization Processes

4MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

ReAlign™ Technology

Automated probe-to-pad alignment procedure based on upward-looking chuck camera:

Thermal drift compensation of probe card & wafer at multiple temperatures

Wizard driven initial alignment

In combination with ATM provides automaticre-alignment at multiple temperatures

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5MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Initial Alignment - a wizard driven procedure:

1. Determine new contact height

2. Align wafer (theta)

3. Compensate thermal expansion of wafer

4. Z-Profiling

5. Probe-to-Pad Alignment including new home position

In less than 5 minutesIn less than 5 minutes

How does ReAlign work?

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6MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

BenefitsBenefits::1. Automatic compensation of thermal expansion of

wafer & thermal probe drifts due to temperature changes

2. Support included in modeling software (e.g. IC-CAP)3. In combination with ATM: the only solution for

““Unattended Test at Multiple TemperaturesUnattended Test at Multiple Temperatures””

-60° … 25° … 85° … 200°C…

ReAlign™ Technology

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7MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

ReAlign™ Technology Advantages

1. Automated generation of parameter & reliability data

Unattended test at multiple temperatures

2. Constant contact quality over the whole wafer @ Temp range

Automated compensation of thermal expansion in Z (profiling)

3. Probe small pads at multiple temperatures

Automated compensation of thermal expansion in X-Y

4. Easily integrate in test executive programs

Uses a single software command, implemented (e.g. IC-CAP)

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8MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Example of ReAlign™ Time Saving

5 Temperatures

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9MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Probe Marks after ReAlign

Excellent Excellent ReAlignReAlign AND Stepping AccuracyAND Stepping Accuracy

300mm wafer & 5 Temps

ReAlign Accuracy

Pro

be S

yste

m S

tepp

ing

Acc

urac

ysu

ppor

ted

by A

utom

ated

The

rmal

Man

agem

ent

Aut

omat

ed T

herm

al M

anag

emen

t

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10MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Outline

Increasing the Test cell efficiency and

productivity

Providing complete measurement solution

Improving measurement accuracy

Page 11: Increasing Accuracy and Productivity of Device ...mos-ak.org/frankfurt_o/papers/P_8_Rumiantsev_MOS... · Increasing Accuracy and Productivity of Device Characterization Processes

11MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Today’s Test Challenges

Today’s industry is driven by:

Production at very high volumes, at very competitive pricing, mandating rapid timetime--toto--marketmarket, continuous cost cutting and constant performance improvement

Wafer level test is getting complextest is getting complex……

Test itself doesn’t generate a product …just costs

How to keep CostCost and TimeTime of test low?

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12MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Test Is Getting Complex

How to make our customers experts?

Source: Frost & Sullivan 2009

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13MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Providing Integrated Measurement Solution

What are IntegratedIntegrated solutions?

Test industry trends in the next few years

Source: Frost & Sullivan 2009

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14MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Daily Measurement Challenge (RF e.g.)

Probe StationProbe Accessories (tips, probe cards, cables…) Measurement InstrumentsCalibration SoftwareMeasurement SoftwareDUT EMI-shielding

Target: Best Possible Accuracy!Best Possible Accuracy!

4. Vector Network Analyzer (VNA)

5. DC Biasing

7. SussCal®: RRMT+, LRM+

6. Measurement Software(i.e. IC-CAP)

1. Probe System

8. ProberBench®

GPIB bus

SUSS Link

How to provide complete IntegratedIntegratedsolutions for best possible accuracy?

2. RF & DC Probes3. CSR Cal Substrates

9. Cabling

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15MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Customer Integration ChallengesTo be successful, the customer needs to fit all pieces together!

- Complex knowledge of different measurement instrumentation and probe systems is required

- Often engineers waste time trying to fit them together- Using wrong cabling, grounding, connectivity…- Typical outcome: poor measurement results

Solution:Solution: To hire an external “integrator”, who knows the measurement instrumentation but not the probe systemAlternative:Alternative: Invest in a “solution” that already includes the measurement equipment puzzle piece (marked up 30…100%) which may already be available or can be purchased cheaper with standing purchasing agreements.

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16MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Aren’t there any other alternatives?

The real alternative is “SUSSΣ”1.Σ of all needed parts for integration of certain

measurement instrumentation2.Σ of all software tools for automation and productivity

integration3.Σ of all knowledge about wafer level measurement

requirements4.Σ of all calibration and verification procedure for confidence

in your results5.Σ of all know-how for set-up the system6.Σ of various application support

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17MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Σ = Seamless InteGration for Measurement Accuracy

The SIGMA Value

The SIGMA value is to provide a complete and risk free solution through

Seamless InteGrated Measurementswith the customer’s preferredtest equipment and software

to reach best possible measurement accuracy!

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18MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Outline

Increasing the Test cell efficiency and

productivity

Providing complete measurement solution

Improving measurement accuracy

Page 19: Increasing Accuracy and Productivity of Device ...mos-ak.org/frankfurt_o/papers/P_8_Rumiantsev_MOS... · Increasing Accuracy and Productivity of Device Characterization Processes

19MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Let’s go discuss an example of SIGMA

For broad-band S-Parameter measurement set-up

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20MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

SIGMA Integration for Agilent PNA 110GHz

B50-145268

P/N PictureSUSS one part number includes:

Optimized VNA integrationShortest signal measurement path SussCal LRM+ for on-wafer calibrationPatented ceramic auxiliary chucks

Contents

1

32

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21MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Improved Measurement Dynamic

Frequency, GHz120100806040200

10

0

-10

-20

-30

-0,038

-14,917

-0,115

-21,363

0,077

6,446

S21 [Mag, dB] SUSSS21 [Mag, dB] otherAdvantage

Sweep Time vs. IFBW(57 data points)

5,50

7,20

9,70

12,30

0

2

4

6

8

10

12

14

0 20 40 60 80 100 120

IFBW, Hz

Sw

eep t

ime,

s

System signal attenuation and measurement time after optimized cabling by SIGMA

Improvement: > 6.5 dB

1

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22MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Improved Measurement Dynamic

Advantage of 6 dB in measurement dynamic: about 6 dB better signal/noise ratio;IFBW can be increased in about 4 times for the same

measurement accuracy

Benefits: Measure up to 3 times fasterProduction measurement time can be reduced from about 20 hours per wafer down to one shift per wafer (8 hours)

1

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23MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

49

49.5

50

50.5

51

51.5

52

52.5

53

0 20 40 60 80 100 120Frequency (GHz)

Res

ista

nce

(O

hm

)

Z.11.LRRM

Z.11.LRMp

Z.22.LRRM

Z.22.LRMp

Optimized Wafer-Level Calibration Methods

System reference impedance Z0: eLRRM and LRM+

0

0

ZZZZS

DUT

DUT

+−

=

LRM+ improves measurement accuracy for challenging DUTs (i.e. high-Q inductors…)R. Doerner, ARFTG 69th, 2007.

50,0 ≠LRRMZ?, =LRRMDUTS

2

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24MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Optimized Wafer-Level Calibration Methods

20

30

40

50

60

70

0 40 80 12020 60 100Frequency, GHz

On-Wafer NIST Multiline TRL

Probe-Tip SOLT + De-Embedding

On-Wafer SUSS LRM+

Advanced 0.13 μm RF-CMOS NFET(IBM), Cgs, fF

*Rumiantsev, MOS-AK 2008, San Francisco

2

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25MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Optimized Wafer-Level Calibration Methods

LRM+ and NIST Multiline (with 3 lines) are comparable for measurement accuracyLRM+ is more practical for implementation:

Requires fewer standards: 3 vs. 5 Saves test chip size by a factor of ~14xTwice as fast: 10 sweeps vs. 20 sweeps

Does not require motorized positioners (or operator): cheaper and faster

2

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26MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Improved mm-Wave Calibration

“Mysterious results”Short goes positive“ringing, lossy lines”ft, fmax, h21 are “too good”

0 20 40 60 80 100 120FREQUENCY (GHz)

-0.2

0

0.2

0.4

0.6

0.8

DB(|S[1,1]|)short

3

NIST multiline TRL on GaAS Model

Calibrations on ISS

NIST multiline TRL on GaAS Model

Calibrations on ISS

A. J. Lord, "Comparing the accuracy and repeatability of on-wafer calibration techniques to 110GHz," in European Microwave Conference, 1999, pp. 28-31.

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27MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Improved mm-Wave Calibration

Calibration Substrate1

Metal Chuck

CPW

3 SUSS Solution

Ceramic Chuck

2

Metal Chuck

AbsorberAbsorber

http://www.home.agilent.com/upload/cmc_upload/All/AR132.pdf

3

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28MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Improved mm-Wave Calibration

Influence of different auxiliary chuck materials

3

A. Rumiantsev, R. Doerner, and E. M. Godshalk, "Influence of calibration substrate boundary conditions on CPW characteristics andcalibration accuracy at mm-wave frequencies," ARFTG Microwave Measurements Conference-Fall, 72nd, pp. 168-173, 2008.

NIST multiline TRL on GaAS Model

Calibrations on ISS

NIST multiline TRL on GaAS Model

Calibrations on ISS

• Absorber misleads results from 50 GHz

• Ceramic is close to ideal

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29MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Unique Integration with IC-CAP

Control, calibration, measurement, and modeling on the same computer with integrated ReAlign support

http://eesof.tm.agilent.com/products/iccap_main.html

Acknowledgement: Dr. Franz Sischka, Agilent Technologies

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30MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Summary of SIGMA Enhanced S-Parameter

20

30

40

50

60

70

0 40 80 12020 60 100Frequency, GHz

On-Wafer NIST Multiline TRL

Probe-Tip SOLT + De-Embedding

On-Wafer SUSS LRM+

Advanced 0.13 μm RF-CMOS NFET(IBM), Cgs, fF

Frequency, GHz120100806040200

10

0

-10

-20

-30

-0,038

-14,917

-0,115

-21,363

0,077

6,446

S21 [Mag, dB] SUSSS21 [Mag, dB] otherAdvantage

1. Excellent measurement dynamic

So what does this have to do with fT, fMAX?

2. Dedicated on-wafer calibration 3. Ceramic auxiliary chucks

• Best-in-class measurements up to 110 GHz and beyond

• Better extraction of fT, fMAX

• More accurate transistor models

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31MOS-AK Meeting: Increasing Accuracy and Productivity of Device Characterization Processes, A.Rumiantsev, S.Kanev3 April 2009 © All Rights Reserved

Conclusion

SUSS provides unique solutions for wafer-level characterization for device modeling

1. Automated generation of parametric and reliability data at multiple temperatures

2. Complete and risk free solution through seamless integrated measurements with the customer’s preferred test equipment and software to reach best possible measurement accuracy

3. Proven example for advanced broadband characterization system up to 110GHz was presented