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Samuel Mertens Si2Con San Jose, CA October 6, 2015 GaN HEMT SPICE Model Standard for Power & RF

GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

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Page 1: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

Samuel Mertens

Si2Con

San Jose, CA

October 6, 2015

GaN HEMT SPICE Model Standard for Power & RF

Page 2: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

2 © 2013 Cadence Design Systems, Inc..

Compact Model Coalition @SI2

• Standardizing Compact Models• Since 1996

• Started with BSIM3

• Support standardization and making the

model usable by industry

• GaN HEMT first foray into III-V

semiconductors

Page 3: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

3 © 2013 Cadence Design Systems, Inc..

CMC Progress Chart

Plot courtesy of Green

Page 4: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

4 © 2013 Cadence Design Systems, Inc..

HEMT vs MOSFET (really old) view

HEMT MOSFET

Schottky gate M-S MOS-gate Si/SiO2

2DEG Inversion layer

III-V or II-VI Si

Always on (gate turns device off) Easy control of Vth

Only n-channel N- and p-channel (CMOS)

Expensive Inexpensive

Reliability issues Reliable

Trapping important No issues with traps

DS

Metal stack

GG

S D

Page 5: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

5 © 2013 Cadence Design Systems, Inc..

HEMT vs MOSFET – how it is now

HEMT MOSFET

Schottky gate M-S or M-I-S (using

deposition)

High K-dielectric gate (not SiO2) using

deposition

2DEG Inversion layer

III-V or II-VI Si or combination with (Ge or C)

Depletion mode and Enhancement

mode possible

Easy control of Vth

N-channel, no good p-channel N- and p-channel (CMOS)

Expensive, but cost is improving Inexpensive (but not for small volume)

Reliability concerns but improving Reliable, but is more of a concern

Traps still an issue No issues with trapping (except for

LDMOS aging)

S DG S G D

Page 6: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

6 © 2013 Cadence Design Systems, Inc..

GaN vs Si

• GaN higher bandgap (3.4 eV) than Si• Very high critical field which enables a much smaller

on-resistance (shorter drift region)

S DG

Ld

Page 7: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

7 © 2013 Cadence Design Systems, Inc..

GaN vs Si

• 2DEG HEMT structure and GaN material

properties allow for high electron mobility

and current in GaN HEMTs

• Thermal conductivity similar to Si• GaN can operate at higher temperatures

Page 8: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

8 © 2013 Cadence Design Systems, Inc..

Historically, III-V semiconductors used to live only live in RF

• Higher Electron-mobility at high electron

density of III-V (including GaN) leads to

higher operational frequencies and lower

losses

• Not negligible market-wise

• GaAs PA are part of most cell phones

• The complexity of the chips are smaller

• Main simulation focus is in frequency

domain

Page 9: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

9 © 2013 Cadence Design Systems, Inc..

III-V industry has been relatively free of standard models

• Historic reasons

• In-house fabrication

• Small # of transistors

• Frequency domain

• Proprietary models

• Based on public model, but with improvements

• Considered a competitive edge

• Limited tools needed

Page 10: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

10 © 2013 Cadence Design Systems, Inc..

GaN in Power Electronics – since 2009

• Reduced power losses for switching applications

• Low gate charge, and low on-resistance lead to

many commercial application for power

conversion (and no QRR)

• These companies are used to Si integration and

Si flow

• Standard models are part of that flow

• Time domain is important

• No body – no inversion, no accumulation can’t

use Si model

Page 11: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

11 © 2013 Cadence Design Systems, Inc..

Compact Model primer

• Types of models considered1. Empirical

− Mathematical functions are fit to the I-V and Q (or C)-V

measurements

2. Threshold Voltage based

− Physical behavior of I-V and Q-V are fit to functions, derived

from approximate solution of the underlying physics, using the

threshold voltage as a fitting parameter

3. Surface-Potential (or charge-based current) based

− Surface-Potential (or charge) is calculated out of which

currents and charges are derived

Page 12: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

12 © 2013 Cadence Design Systems, Inc..

CMC standardization procedure

• Four phases1. Call for models

2. Self-Evaluation

3. Evaluation by CMC members

4. Prepare Standard

Page 13: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

13 © 2013 Cadence Design Systems, Inc..

Phase 1 details

• CMC compiled a list of requirements

• Technical requirements

• Support requirements

• We received 9 applications who returned a

checklist and a list of references

• Committee reviewed the applicants

Page 14: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

14 © 2013 Cadence Design Systems, Inc..

Phase 1 requirements - highlights

• Technical requirements

• Physical

• Surface-Potential based (preferred)

• Gummel-symmetry

• Support requirements

• Documentation

• Support

• Maintenance

Page 15: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

15 © 2013 Cadence Design Systems, Inc..

Phase 1 progress

• 8 were invited to present at the Q4’13

CMC meeting

• Anwar (Uconn), Angelov (Chalmers),

Antoniadis (MIT), Chan(UST), Khandelwal

(UNIK), Martin (LETI), Shur (RPI), Trew

(NCSU)

• 4 candidates found a sponsor to move to

next phase

Page 16: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

16 © 2013 Cadence Design Systems, Inc..

Phase 2 candidates

• Angelov (Chalmers)

• Semi-empirical, semi-threshold voltage based

• Current “standard” in RF

• Antoniadis/Radhakrishna - MVSG (MIT)

• Charge-based current calculation

• Khandelwal – ASM-HEMT (UNIK)

• Surface Potential based

• Martin – HSP (LETI)

• Surface Potential based

Page 17: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

17 © 2013 Cadence Design Systems, Inc..

Phase 2 details

• Two sets of measurement data were

supplied

• Qorvo (RF)

• Toshiba (Power switching)

• The 4 candidates were asked to fit this

data to their model and then show overlays

for a list of plots

Page 18: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

18 © 2013 Cadence Design Systems, Inc..

Phase 2 ballot results

After ballot 2 candidates are being reviewed

by CMC membership in phase 3

• Antoniadis/Radhakrishna – MVSG (MIT)

• Khandelwal – ASM-HEMT (UNIK)

Really strong candidates for both RF and

power switching applications

Page 19: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

19 © 2013 Cadence Design Systems, Inc..

Phase 2 data

• RF (Qorvo)

• DC I/V

• Pulsed I/V

• S-parameters

• Power Sweep

• Load Pull/Source Pull

Page 20: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

20 © 2013 Cadence Design Systems, Inc..

Pulsed I-V

• Pulsed I-V measures I-V using short pulses

starting from a quiescent operating point

• Allows one to measure effect of selfheating and

trap states

• Self-heating is important at high drain

voltage/current

• Traps (depend on the bias condition) affect the

output characteristics and cause the knee walk-

out

Page 21: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

21 © 2013 Cadence Design Systems, Inc..

Knee walk-out

• RF device DC I-V and pulsed data

Plots courtesy of Radhakrishna

5 V and 10 mA/mm

20 V and 100 mA/mm

Page 22: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

22 © 2013 Cadence Design Systems, Inc..

S-parameters

Plots courtesy of Khandelwal

Page 23: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

23 © 2013 Cadence Design Systems, Inc..

RF measurements – power sweeps

Plots courtesy of Radhakrishna

Page 24: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

24 © 2013 Cadence Design Systems, Inc..

Source sweep

Plots courtesy of Khandelwal

Page 25: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

25 © 2013 Cadence Design Systems, Inc..

Phase 2 data

• Power switching (Toshiba)

• DC I/V vs. Temperature

• C/V

• Switching Collapse

• Gummel symmetry/McAndrews Symmetry test

Page 26: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

26 © 2013 Cadence Design Systems, Inc..

On-resistance vs. Temperature

Plot courtesy of Khandelwal

Page 27: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

27 © 2013 Cadence Design Systems, Inc..

Capacitances vs. Voltage

Plot courtesy of Radhakrishna

Page 28: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

28 © 2013 Cadence Design Systems, Inc..

Switching collapse characteristics definitions

Plots courtesy of Radhakrishna

Page 29: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

29 © 2013 Cadence Design Systems, Inc..

Switching characteristics

Plots courtesy of Radhakrishna

f= 10 KHz

f= 5 KHz

f= 1 KHz

T= 25 C f = 10KHz

Device breakdown at 320V beyond 40C

Page 30: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

30 © 2013 Cadence Design Systems, Inc..

Gummel Symmetry - Toshiba

Plots courtesy of Khandelwal

Page 31: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

31 © 2013 Cadence Design Systems, Inc..

Phase 3

• CMC members received− Model code (Verilog A)

− Documentation

− Extraction procedure

− Parameters sets

• Testing model

• Ballot (Q2 ‘16)

Page 32: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

32 © 2013 Cadence Design Systems, Inc..

Phase 3 testing

• Extraction on their own devices

• Circuit simulation

− Larger circuits

− Convergence

− Performance

− Time and Frequency domain

• Noise testing

• Usability

Page 33: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

33 © 2013 Cadence Design Systems, Inc..

Phase 4

• Model is made ready for standardization

− QA suite

− OP parameters

− Clean up

− Clear final code

• Could take 1-2 quarters

• Standard model at end of 2016

Page 34: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

34 © 2013 Cadence Design Systems, Inc..

CMC

• Join CMC to help us define this standard

Page 35: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence

35 © 2013 Cadence Design Systems, Inc..

Acknowledgements

• All model candidates for their hard work

• Ujwal Radhakrishna (MIT) and Sourabh

Khandelwal (UCB) for letting me share their plots

• CMC members

• Qorvo and Toshiba for the HW data

• James Fiorenza (ADI), Vijay Krishnamurthy (TI)

and Rob Jones (Raytheon), Keith Green (TI)

Page 36: GaN HEMT SPICE Model Standard for Power & RF · •James Fiorenza (ADI), Vijay Krishnamurthy (TI) and Rob Jones (Raytheon), Keith Green (TI) Author: Jake Keywords: Confidential, Cadence