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I3T Modeling flow : September-2011
Modeling flow and models improvement for I3T ON Semiconductor technologies
Petr Betak, Petr Zavrel, Lenka Sochova, Jan Plojhar
MOS-AK September 2011
I3T Modeling flow: September-2011
Overview• OVERVIEW: ON technologies• WHAT IS MODELING• GENERAL FLOW IN MODELING
Data For Modeling Purpose Built up model card as a subcircuit
• DEVICES (focus on I3T80 & I3T50) CMOS DMOS BIPOLARS DIODES RESISTORS CAPACITORS
• SPECIAL CASES, MODEL IMPROVEMENT
I3T Modeling flow: September-2011
Overview: ON technologies
Bipolar : BIP14V, BIP18V, BIP30V, BIP50V, ON50 ...BCD : ONC25 (0.25um) , PS5, AIMAnalog CMOS: ACMOS, ONC110 (0.11um), ONC18 (0.18um), ONC25(0.25um)VHVIC (very high voltage) analog CMOSBCDMOS: I2T100 (0.7um) I3Txx: I3T25, I3T50, I3T80 (0.35um) C3, C5 (0.35um, 0.5um) Special: Low Vf Rectifiers, Integrated Power devices, HV FET, Microintegration ...
I3T Modeling flow: September-2011
WHAT IS MODELING?
• DEVICE MODEL - set of mathematical relations between node voltages and terminal currents
• GOAL - accurately represent electrical behavior in circuit simulators• DEPENDEND ON DIFFERENT KIND OF PARAMETERS:
– technology parameters– geometry (layout) parameters– empirical (fitting) parameters
PWELL
N-epi
D G S B Nepi p-sub
N+
ENM (with Nepi terminal)
P+P+
Psinker
BLP
p-substrate
PWELL
N-epi
D G S B Nepi p-sub
N+
ENM (with Nepi terminal)
P+P+
Psinker
BLP
p-substrate
enm (d g s b) enm_model w=10 l=0.8model enm_model bsim3v3 type=n + vth0 = 0.582+ u0 = 290+ rdsw = 749.6872+ tox = 7.10e-9+ vsat = 5.55e4+ k1 = 0.55+ dvt0 = 10.7 + cj = 1.02e-3+ cjsw = 3.11e-10+ cjswg = enm_cjswg+ js = 3.5e-7+ jsw = 5e-13…….
…..
DEVICE EQUATIONS MODEL
I3T Modeling flow: September-2011
GENERAL FLOW IN MODELING
Data for Modeling Purpose
DC :
• IV curves
• mismatch
• junction leakage, substrate leakage
• process variation
AC low frequency:
• junction capacitance
• low frequency noise
Building up the model card as a sub circuit
1/ Model extraction of the main device - ICCAP,UTMOST, Matlab,
Perl routines are used for optimization purpose
2/ Adding models of the parasitic component
3/ Building up corners (3 corners)
4/ Implementation of the SOA flags based on Reliability
inputs
5/ Implementation of the matching parameter into the
model
6/ Model of ESD cells
Testchip
•WL arrays
•Matching frames
•RF frames
Model Kit & test
Running basic and specific tests
at device level (simulate a netlist) and at circuit level
(simulation of schematic in
Design Environment)
I3T Modeling flow: September-2011
Data For Modeling Purpose DC MEASUREMENT DATA measured on golden wafers of different lots:
IV curves, transformstemperature sweepsdifferent dimensions (W,L matrix)
CV MEASUREMENT DATA measured on golden wafers of different lots:
CV curves, junction capacitancesfrequency sweepsdifferent dimensions (W,L matrix)
S PARAMETERS DATA measured on golden wafers of different lots:
capacitance extraction high frequency verification
NOISE measurement, matching extraction ...
I3T Modeling flow: September-2011
Built up model card as a subcircuit
STANDARD MODEL(BIPOLAR-VBIC,MOS -BSIM3V3..)
MACROMODEL= several standard model devices(DMOS –DMOS AMIS MACROMODEL..)
1/ Model extraction of the main device - ICCAP,UTMOST, Matlab, Perl routines are used for
optimization purpose
2/ Adding models of the parasitic component
3/ Building up process corners (3 corners)
4/ Implementation of the SOA flags based on Reliability
inputs
5/ Implementation of the matching parameter into the
model
6/ Model of ESD cells0 10 20 30 40 50
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
VDS (V)
VG
S (
V)
25 years10 years1 year1e6s1e5s1e4sForbidden region
Difference between identically designed analogue devices is modelled on the base of PELGROM FORMULA:
222
2 CSWL
A
0
0.00005
0.0001
0.00015
0.0002
0.00025
0.0003
0.00035
0.0004
0.00045
0 2 4 6 8 10 12
VGS (V)
ID (
A)
fast
typical
slow
I3T Modeling flow: September-2011
I3T80 & I3T50 DEVICES
Short overview of model features & limitations per device groups:
• Low Voltage MOS• High Voltage MOS• Bipolar Transistors
• Diodes• Resistors
• Capacitors
I3T Modeling flow: September-2011
Low Voltage MOSModel Features:•BSIM 3v3, BSIM4 model•SOA, Matching•DC (geom., temp., leakage) • AC (CV + 1/f noise)•Multi-fab / process corners•Verified till 200C
Model Limitations:•Moderate/weak inversion inaccuracy•Incapable of RF modeling
Pocket Diode:•NEPI-to-PSUB (NLVD, NMVD)
PWELL
N-epi
D G S B Nepi p-sub
N+
ENM (with Nepi terminal)
P+P+
Psinker
BLP
p-substrate
PWELL
N-epi
D G S B Nepi p-sub
N+
ENM (with Nepi terminal)
P+P+
Psinker
BLP
p-substrate
DEVICE
MODEL
nmos Nepi strap
P-substrate
+
Gm/Id vs VgsW/L=20/20 VDS=0.5 VBS=0 TEMP=27C
0.00
5.00
10.00
15.00
20.00
25.00
30.00
35.00
0.01
0.11
0.21
0.31
0.41
0.51
0.61
0.71
0.81
0.91
1.01
1.11
Vgs (V)
Gm
/Id
(1/
V)
Gm/Id_meas
Gm/Id_sim
I3T Modeling flow: September-2011
VNDMOS
PwellPdrift
B || S G D
NW
BLNp-substrate
N+ plug
BLP
P+sinker
P+ N+N+
P+N+ guard ring
N-epi
N+ P+
channel region
driftregion
High Voltage MOSModel Features•JFET(J1) for drift region (model IDSAT & Ron)•Standard BSIM3v3 dominant MOS (M1) model channel part (VTH & BETA)•AC behaviour modelled by dominant MOS & added shorted MOSFETs (M2 & M3)•Parasitic diode integrated in subcircuit•Formula for BLN res.•SOA, Matching•Verified till 200C•1/f noise
•Limitations•No parasitic BJT •No self-heating•AC modelled at 100kHz
Pocket diode•NEPI/BLN-to-PSUB
DEVICE
MODELGate
SourceDrain
Bulk
Substrate
M1 M2
D1D3
J1
M3
D2
Nepi
+
I3T Modeling flow: September-2011
MOS & DMOS• DC MODELING
– IDVG over temp. and over size– VTH, short & narrow channel effect– Body effect– IDVD over temp. and over size– IDSAT & RON over size
lfpdm80 output curves
Ron
IDSAT
NMOS short channel effect
I3T Modeling flow: September-2011
MOS & DMOS
• Vth & Beta Matching • AC– Cgs,
Cgd over size
for different
VG & VD
2
22
T
T
VV
T CWL
AV
%8.95
0
.1729.9
2
R
mVC
mmVA
T
T
V
V
• 1/f noise
INTRINSIC MOSFETACCUMULATION
MOSFET
I3T Modeling flow: September-2011
Model Features:•VBIC (NPN) model & BJT (PNP)•Vertical devices•Checked till 200C DC
Gummel Poon (+ Beta vs. Ic)Output characteristics (+ Early Voltage)Validated on band-gaps (∆VBE tuned)Base-emitor breakdown and parasitic PNP (for NPN)
ACdiffusion and depletion capacitances
Pfield
N-epi
BLN
p-substrate
Psinker
BLP
E B C p-sub
Nplug
N+
P+P+
N+ guard ring
BLN
P+
SIPROT
Pfield
N-epi
BLN
p-substrate
Psinker
BLP
E B C p-sub
Nplug
N+
P+P+
N+ guard ring
BLN
P+
SIPROT
Bipolar Transistors
,,
s
s
E
E
I
I
I
I
•Matching
Model Limitations•No S-param validation•No 1/f noise
I3T Modeling flow: September-2011
Diodes / JunctionsModel Features:•DC
- forward
- Breakdown & leakage
- done for -30C till 200C
•AC (capacity modelled)
•SOA
•Based on diode, dio500 standard models
Model Limitations:•Transit-time model=charged based model, not accurate enough
•Parasitic bipolar not modelled
•Snap-back not modelled for ESD diodes
FORWARD BREAKDOWN & LEAKAGE
CAPACITANCE
I3T Modeling flow: September-2011
Resistors
))(*)(*1(**2
*2* 2
21 nomcnomc TTTTTTEtchW
EtchLLRshR
sheet res.
temperature dep.correction
Model Features:•POLY ,Diff. Resistors ,METAL RESISTORS
•matching based on Pelgrom formula for resistance std. deviation
•based on phy_res, resistor, bsource standard models
•verified form -40C till 200C
Model Limitations:•TC not modelled over corners & over size
•TC based on typical silicon, only PPOR statistically verified
I3T Modeling flow: September-2011
CapacitorsModel features:•MIM capacitor, metal to metal cap., horizontal bar & plate cap.•Voltage linearity and temperature dependency model (TC)•Scalable according the bar, width & length •Verified till 125C•SOA implemented
Model limitations:•no matching in the models•minimum dimension of device at least 10um•resistance & self inductance not included
MIMC
I3T Modeling flow: September-2011
Special cases, model improvement
Model conversion into different simulator languageSPECTRE, ELDO, HSPICE:-> HSPICE model of the physical resistor
Modeling of the substrate current and recovery charge:JUNCTION DIODES:-> Enhanced NQS Lauritzen diode model
N-epiN-epi
T1 T2
P+N+
P+
P+N+
P-substrate
NWARSBNWRSB
N-epi
T1 T2
BLP
N-epiN-epi
T1 T2
P+N+
P+
P+N+
P-substrate
NWARSBNWRSB
N-epi
T1 T2
BLP
I3T Modeling flow: September-2011
HSPICE model of the physical resistor
Circuit connection of the model elements in HSPICE for SPECTRE
“subtype=p”
Circuit connection of the model elements in HSPICE for SPECTRE “subtype=n”
Circuit connection of the model elements in HSPICE for SPECTRE
“subtype=poly”
N-epiN-epi
T1 T2
P+N+
P+
P+N+
P-substrate
NWARSBNWRSB
N-epi
T1 T2
BLP
N-epiN-epi
T1 T2
P+N+
P+
P+N+
P-substrate
NWARSBNWRSB
N-epi
T1 T2
BLP
21 CCCSPECTRE
I3T Modeling flow: September-2011
HSPICE model of the physical resistor
Discrepancy between SPECTRE and HSPICE results
-0,0005
0
0,0005
0,001
0,0015
0,002
0,0025
0,003
0,0035
0,004
0,0045
0 0,5 1 1,5 2 2,5 3 3,5
Voltage (V)
Dis
crep
ancy
(%
)
L=10um
L=100um
L=1000um
Example of the Physical resistor conversion
Comparison of the SPECTRE and HSPICE results
I3T Modeling flow: September-2011
ENHANCED NQS LAURITZEN DIODE MODEL
PARA DIODE (POCKET DIODE):•NQS diode verilog model for KPsub diode•current source model lAPsub=f(IPsub)•breakdown diode (SPICE)
MAIN DIODE: •NQS diode verilog model for AK diode (dioAREAmain and dioPERImain)•substrate current source model IPsub=f(IA)•breakdown diode (SPICE)
I3T Modeling flow: September-2011
tau,tt
Comparison of current in time during recovery for measured diode (ia.m - blue) and NQS Lauritzen updated model (ia.s - cyan)
Extraction of diffusion capacityThe indirect approach of tuning and measuring reverse recovery effect consists in measuring S-parameters and extraction of a diffusion capacitance of forward biased diode in the area of threshold voltage region (OFF state to ON state) with the voltage step of 5 mV [3].
NQS updated Lauritzen model (blue) vs. measured (extracted) diffusion capacity (cyan)
ENHANCED NQS LAURITZEN DIODE MODEL
Reverse recovery effect modeling
I3T Modeling flow: September-2011
The current source IPsub:• model of the substrate current dependent on current flowing through the MAIN DIODE(IA)•expressed by (1), where m=1.606 and n= -5e-3 are variables to tune the current behavior, determined based on measurement data
Current source model
0,0E+00
2,0E-04
4,0E-04
6,0E-04
8,0E-04
1,0E-03
1,2E-03
1,4E-03
1,6E-03
1,8E-03
0,0E+00 5,0E-03 1,0E-02 1,5E-02 2,0E-02 2,5E-02
IPsu
b [A
]
IA [A]
IPsub vs. IA w=50um & T=30C
ISUB_w50_w12 ISUB_w50_w11_simIPsub_measured data IPsub_model data
•The proposed macro-model of diode enhances the standard diode model by adding Lauritzen NQS model of reverse recovery effect and the model of the diode cathode-to-substrate junction.• The updated macro-model of the diode visibly improves reverse recovery effect simulation results.•The proposed model of substrate current also fits well the measured data as well as reverse current from measured at the substrate node.• What is also positive point, the updated NQS model of investigated diode do not leads to convergence problem and do not increase simulation time.
IAnIAIPsub m
ENHANCED NQS LAURITZEN DIODE MODEL
Conclusion
The current added by PARA DIODE to MAIN DIODE IAsub=g(IPsub) is lower level of magnitude, ca. 0.1% of MAIN DIODE IA stream ad is of same model where n= -66e-6 & m=5.163
(1)
I3T Modeling flow: September-2011
REFERENCES[1] P.O Lauritzen, C.L. Ma, “A Simple Diode Model with Reverse Recovery”,
IEEE Transaction on Power Electronics, Volume 6, Issue 2, April 1991, pp. 188-191
[2] Sauter Martin, “Reverse Recovery Effects in SPT5 Diodes”, Infineon Technologies papers, IC-CAP Modeling Handbook, internet source: http://edocs.soco.agilent.com/pages/viewpage.action?pageId=105321342
[3] Sischka Franz, “IC-CAP Learning Week”, Agilent Technologies, EEsoft EDA Europe, May 2010
[4] A.Vladimirescu, The Spice Book New Yorl, 1994, John Wiley & Sons, Inc[5] Cadence Circuit Components and Device Models Manual Product Version
6.1, December 2006, CADENCE [6] HSPICE Reference Manual: Elements and Device Models Version C-2009-
09, September 2009,. SYNOPSYS[7] ELDO Users’s Manual Software version 6.10_2 Release AMS 2007.2a,
2007,. MENTOR GRAPHICS CORP.[8] Stanislav Banas, et al. “Enhanced NQS Lauritzen Diode Model”, MIXDES,
2011, Proceedings of the 18th International Conference, pp. 82-84