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Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS Applications Hitoshi Aoki and Haruo Kobayashi Faculty of Science and Technology, Gunma University (RMO2D-3) RFIC –Tampa 1-3 June 2014

Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

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Page 1: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS

ApplicationsHitoshi Aoki and Haruo Kobayashi

Faculty of Science and Technology,

Gunma University

(RMO2D-3)

RFIC –Tampa 1-3 June 2014

Page 2: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Outline

• Research Background

• Purposes of This Work

• Investigation of Self-heating in a Multi-finger n-MOSFET with a 2-D Device Simulator

• Model Derivations

• Measurements and Model Verifications

• Summary and Future Research

RFIC –Tampa 1-3 June 2014Slide 2

Page 3: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Outline

Research Background• Purposes of This Work

• Investigation of Self-heating in a Multi-finger n-MOSFET with a 2-D Device Simulator

• Model Derivations

• Measurements and Model Verifications

• Summary and Future Research

RFIC –Tampa 1-3 June 2014Slide 3

Page 4: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Research Background (1)

• A multi-finger structure is popularly used in MOSFETs for various RF-CMOS circuits including power amplifiers, mixers, and oscillators

• There is an inconsistency between S-parametersand static drain current simulations despite accurate model parameter extractions

RFIC –Tampa 1-3 June 2014Slide 4

Page 5: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Research Background (2)• In bulk MOSFETs for the multi-finger structure,

self-heating effect (SHE) may occur especially if shallow trench isolation (STI) technology is adopted

RFIC –Tampa 1-3 June 2014Slide 5

p-STIn-n+

GATE(1) GATE(2) GATE(n)GATE(n-1)

GATE

STI

GATE(1)GATE(2) GATE(n)GATE(n-1)

Edge Centerp-

STIn-n+

GATE(1) GATE(2) GATE(n)GATE(n--1)

GATE

STI

GATE(1)GATE(2) GATE(n)GATE(n-1)

Edge Center

Hot!Hot!

Page 6: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Research Background (3)• A sub-circuit based self-heat model does not

converge in large circuits

RFIC –Tampa 1-3 June 2014Slide 6

Rises in device temperature

Ambient temperature

2. Operation temperature

3. Main model circuit simulation

1. Temperature terminals are added to the model equivalent circuitas a sub-circuit

Zth :Thermal Impedance

VDS, ID :Drain Voltage and Current

( )0 D DS thT T I V Z= +

Page 7: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Outline

• Research Background

Purposes of This Work• Investigation of Self-heating in a Multi-finger

n-MOSFET with a 2-D Device Simulator

• Model Derivations

• Measurements and Model Verifications

• Summary and Future Research

RFIC –Tampa 1-3 June 2014Slide 7

Page 8: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Purposes of This Work

• To analyze self-heat mechanisms in multi-finger n-channel MOSFETs

• To develop a general self-heat model without using thermal sub-circuits

• To analyze and modeling fin-number dependencies of thermal resistance with DC and S-parameter measurements and simulations

RFIC –Tampa 1-3 June 2014Slide 8

Page 9: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Outline

• Research Background

• Purposes of This Work

Investigation of Self-heating in a Multi-finger n-MOSFET with a 2-D Device Simulator

• Model Derivations

• Measurements and Model Verifications

• Summary and Future Research

RFIC –Tampa 1-3 June 2014Slide 9

Page 10: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Device Simulation of Self-heating Induced Temperature Distribution

Slide 10RFIC –Tampa 1-3 June 2014

• Simulated with a 2-D device simulator (PISCES-2HB)• A slow pulsed DC source was used for better convergence

Page 11: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Dependence of ΔT on the number of fins

RFIC –Tampa 1-3 June 2014Slide 11

• The gate width of each fin is 20 μm• Simulated ΔT is obtained at the center fin• Measurement was made by using DC source/monitor

Page 12: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Outline

• Research Background

• Purposes of This Work

• Investigation of Self-heating in a Multi-finger n-MOSFET with a 2-D Device Simulator

Model Derivations• Measurements and Model Verifications

• Summary and Future Research

RFIC –Tampa 1-3 June 2014Slide 12

Page 13: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Temperature Dependence on Resistance

RFIC –Tampa 1-3 June 2014

( ) ( ), , ,ds ds dev iso ds th ds ds ds dev devI V T I V R V I V T T⎡ ⎤= ⋅ ⋅ +⎣ ⎦

The DC and Isothermal current is written as

ds ds thT I V RΔ = ⋅ ⋅ΔT is defined as

thLRS

ρ=

Rth can be written as an electrical resistance equation by

( ) ( )th dev devLR T T T TS

ρ+ Δ = + Δ

Temperature dependence is given by

(1)

(2)

(3)

(4)

Page 14: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Thermal Resistance

RFIC –Tampa 1-3 June 2014

Since ρ is linearly proportional to the rise in temperature, we have

( ) ( )dev devT T T c Tρ ρ+Δ = + ⋅Δ (5)

By plugging eq. (5) into eq. (4), we obtain

( ) ( )0 0th dev th dev thLR T T R c T R TS

+ Δ = + ⋅ ⋅ ⋅Δ (6)Now we define Kth as

( ) 0th dev thLK c T RS

= ⋅ ⋅ (7)Rth can be simply represented as

0th th thR R K T= + ⋅Δ (8)

Page 15: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Thermal Impedance

RFIC –Tampa 1-3 June 2014

For AC analysis, thermal capacitance, Cth, should be included in parallel with Rth, which is written as

1th

thth th

RZj C Rω

=+ ⋅ ⋅ ⋅

Now eq. (2) becomes

ds ds thT I V ZΔ = ⋅ ⋅

(9)

(10)

Page 16: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Fin-number Dependence on Rth

RFIC –Tampa 1-3 June 2014

NFth thR A NF R= ⋅ +

Rth is proportional to the number of fins, NF, of n-MOSFETs. Rth is a linear function as

Zth is replaced with

1

NFNF thth NF

th th

RZj C Rω

=+ ⋅ ⋅ ⋅

(11)

(12)

Page 17: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Drain Current with Self-heating

RFIC –Tampa 1-3 June 2014

Temperature dependence of effective mobility is referred as

( )( )eff eff devdev

TT TT

μ μ=

Effective mobility with self-heating can be( )

1.0eff

eff dev

dev

T T TT

μμ + Δ =

Δ+

Finally, a drain current with self-heating of a multi-finger n-MOSFET is written as

_1.0

dsds th

NF

dev

II TT

=Δ+

(13)

(15)

(14)

Page 18: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Outline

• Research Background

• Purposes of This Work

• Investigation of Self-heating in a Multi-finger n-MOSFET with a 2-D Device Simulator

• Model Derivations

Measurements and Model Verifications• Summary and Future Research

RFIC –Tampa 1-3 June 2014Slide 18

Page 19: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

BSIM6 Model as a Modeling Vehicle

• is continuous in all operation regions

• has accurate derivatives to predict harmonic distortion

• is satisfied both Gummel symmetry and AC symmetry

• has better physical capacitance behavior

• supports Verilog-A code which is supplied by the authors

RFIC –Tampa 1-3 June 2014

BSIM6 model

Page 20: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

‘Cold’ DC Measurement (1)• AC conductance method* with a Network

Analyzer (‘Cold’ DC measurement) is developed

RFIC –Tampa 1-3 June 2014

dev

d d d

d d d T

dI I ITdV T V V

∂ ∂∂= ⋅ +∂ ∂ ∂

*R. H. Tu. et.al, IEEE EDL, vol. 16, Feb. 1995.

Can be neglected at high frequencies

Page 21: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

‘Cold’ DC Measurement (2)

RFIC –Tampa 1-3 June 2014

S22

Frequency

S22 - Vd

Gds - Vd

Id - Vd

Page 22: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Id-Vd Measurement

RFIC –Tampa 1-3 June 2014

0

50

100

150

200

250

300

350

400

0.0 0.5 1.0 1.5 2.0

I d(A

/m)

Vd (V)

Drain current characteristics of 64-fin n-MOSFET

Static DC

‘Cold’ DC

PISCES-2HBSimulation

Page 23: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Model Parameter Extractions

1. Input process parameters for BSIM6

2. DC I-V measurement

3. Measurements of S-parameters and de-embedded parasitic components, which are used for ‘Cold’ DC calculations and AC parameter extractions

4. Extractions of DC parameters including BSIM6 and SHE parameters

5. AC parameter (L, C, and R) extractions

6. Model verifications with small circuit modules

RFIC –Tampa 1-3 June 2014

Page 24: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

DC Drain Current Characterization of 16-fin n-MOSFET

RFIC –Tampa 1-3 June 2014

0

5

10

15

20

25

30

0 0.5 1 1.5 2

MeasuredProposed ModelBSIM6

Vd [V]

Id [mA]

Page 25: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

DC Drain Current Characterization of 64-fin n-MOSFET

RFIC –Tampa 1-3 June 2014

0

10

20

30

40

50

60

70

80

0 0.5 1 1.5 2

MeasuredProposed ModelBSIM6

Vd [V]

Id [mA]

Page 26: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

DC Drain Current Characterization of 128-fin n-MOSFET

RFIC –Tampa 1-3 June 2014

0

20

40

60

80

100

120

0 0.5 1 1.5 2

MeasuredProposed ModelBSIM6

Vd [V]

Id [mA]

Page 27: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

S21 Characterization of 16-fin n-MOSFET

RFIC –Tampa 1-3 June 2014

-5-4-3-2-10123456789

10

0 5 10 15

Measured

Proposed Model

BSIM6

Frequency [GHz]

S21 [dB]

Page 28: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

S21 Characterization of 64-fin n-MOSFET

RFIC –Tampa 1-3 June 2014

0

2

4

6

8

10

12

14

16

18

20

0 2 4 6 8 10 12 14 16

MeasuredProposed ModelBSIM6

Frequency [GHz]

S21 [dB]

Page 29: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

S21 Characterization of 128-fin n-MOSFET

RFIC –Tampa 1-3 June 2014

02468

1012141618202224

0 5 10 15

MeasuredProposed ModelBSIM6

Frequency [GHz]

S21 [dB]

Page 30: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

S11 Characterization of 128-fin n-MOSFET

RFIC –Tampa 1-3 June 2014

Measurement

Proposed Model

Page 31: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Simulation Speed Comparison of n-MOSFETs Ring Oscillators

RFIC –Tampa 1-3 June 2014

# of Stages 17 35 71 143

BSIM6 simulation time [sec]

0.32 2.93 4.81 9.92

Proposed Model simulation time [sec]

0.34 2.96 4.91 10.86

• HSPICE was used for the simulations on Windows PC (Pentium i5)

• Each stage consists of a 128-fin n-MOSFET

Page 32: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Outline

• Research Background

• Purposes of This Work

• Investigation of Self-heating in a Multi-finger n-MOSFET with a 2-D Device Simulator

• Model Derivations

• Measurements and Model Verifications

Summary and Future Research

RFIC –Tampa 1-3 June 2014Slide 32

Page 33: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Slide 33

Summary

• SHE has been verified with a 2-D device simulator

• The proposed model was implemented into BSIM6 model with the Verilog-A language

• The proposed model has been verified with DC and small-signal S-parameter measurements

• The self-heat model can be applied to other MOSFET models

RFIC –Tampa 1-3 June 2014

Page 34: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Future Research

• Since the Verilog-A code itself is not so fast for circuit simulation, the proposed model will be converted to a C code model for practical use

• Thermal capacitance measurement and the extraction will be developed for more gate fins of multi-finger MOSFETs

• A temperature-dependent method for circuit simulations will be considered

RFIC –Tampa 1-3 June 2014

Page 35: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

APPENDIX

RFIC –Tampa 1-3 June 2014

Page 36: Self-heat Modeling of Multi-finger n-MOSFETs for RF-CMOS ... · ¾Summary and Future Research Slide 32 RFIC –Tampa 1-3 June 2014. Slide 33 Summary • SHE has been verified with

Verilog-A Source Implementations

RFIC –Tampa 1-3 June 2014

Tdev = idt((Ids * Tem0 / Tdev * vds - (Tdev - Tem0) / (RTH + (Tdev - Tem0)*KTH * RTH)) +Tem0;

• Time dependent heating implementation

• Small-signal AC simulations

if ((COSELFHEAT == 1)&&analysis("ac")) beginfreq = 1.0 / (2.0 * `PI * $realtime());cdrain = Ids / (1.0-2.0*`PI*freq*RTH*CTH);

end