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European IBIS Summit Sorrento, Italy May16, 2012. · Presentation Outlines 1. Behavioral Model...

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W . Dghais, H. M. Teixeira, T. R. Cunha and J. C. Pedro Email: [email protected] European IBIS Summit Sorrento, Italy May 16, 2012. 1
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Page 1: European IBIS Summit Sorrento, Italy May16, 2012. · Presentation Outlines 1. Behavioral Model Structure 2. Output Impedance ‐Model Structure ‐Extraction & Implementation 3. StIDF

W. Dghais, H. M. Teixeira, T. R. Cunha and J. C. PedroE‐mail: [email protected]

European IBIS SummitSorrento, ItalyMay 16, 2012. 

1

Page 2: European IBIS Summit Sorrento, Italy May16, 2012. · Presentation Outlines 1. Behavioral Model Structure 2. Output Impedance ‐Model Structure ‐Extraction & Implementation 3. StIDF

Presentation Outlines1. Behavioral Model Structure2. Output Impedance 

‐Model Structure‐Extraction & ImplementationExtraction & Implementation

3. StIDF Extraction4. Validation Results

C l i5. Conclusions

Page 3: European IBIS Summit Sorrento, Italy May16, 2012. · Presentation Outlines 1. Behavioral Model Structure 2. Output Impedance ‐Model Structure ‐Extraction & Implementation 3. StIDF

Digital I/O buffer StructureDigital I/O buffer Structure 

Page 4: European IBIS Summit Sorrento, Italy May16, 2012. · Presentation Outlines 1. Behavioral Model Structure 2. Output Impedance ‐Model Structure ‐Extraction & Implementation 3. StIDF

Driver’s model StructureDriver s model Structure

Page 5: European IBIS Summit Sorrento, Italy May16, 2012. · Presentation Outlines 1. Behavioral Model Structure 2. Output Impedance ‐Model Structure ‐Extraction & Implementation 3. StIDF

Output impedance I‐Q ModelI‐V / C‐V Extraction

I‐V / Q‐V Implementation

Page 6: European IBIS Summit Sorrento, Italy May16, 2012. · Presentation Outlines 1. Behavioral Model Structure 2. Output Impedance ‐Model Structure ‐Extraction & Implementation 3. StIDF

IQ Model Extraction0.1

i (A)2.5 8

I‐V Conduction Current Extraction Example

0.06

0.08iL--(A)

26

7

0 02

0.04

0.06

1

1.5

pC)

(pF)

4

5

0

0.02

0.5

1

QL--(p

CL--

2

3

4

Q‐V displacement  Current

-0.04

-0.02

0 1

2

QL--(pF)

CL--(pC)

0 1 2 3-0.06

v2--(V)0 1 2 3

-0.5v2--(V)

0 1 2 3

0L (p )

Page 7: European IBIS Summit Sorrento, Italy May16, 2012. · Presentation Outlines 1. Behavioral Model Structure 2. Output Impedance ‐Model Structure ‐Extraction & Implementation 3. StIDF

Step Input Describing Functionsp p gThe wL(.) and wH(.) give the transient information aboutthe predriver’s nonlinear dynamics (e.g. asymmetric gain,p y g y govershoot, rise/fall time, settling time and ringing) forup/down transitions.

The transient identification signal data

•VDC = GNDVo Vo

VOH

VCC

t

+t

VoVCC

+

VoVCC

•VDC = VDD

t t

VOL VOL

Page 8: European IBIS Summit Sorrento, Italy May16, 2012. · Presentation Outlines 1. Behavioral Model Structure 2. Output Impedance ‐Model Structure ‐Extraction & Implementation 3. StIDF

Validation ResultsPerformance of the TL and 

Behavioral Models.SI Validation Setup.

Model NMSE(dB)

Memory Used (KB)

CPU time (ms)

TL - 2*103 47*103

IV/CV -28 94 860 439

4vfar-end (V)

TL model

IV/CV 28.94 860 439IV/QV -28.94 661 321

2

0

2I-Q modelIBIS model

6 7 8 9 10 11 12 13 14-2

time (ns)

0

10

20Relative Error (%)

I-Q modelIBIS model

6 7 8 9 10 11 12 13 14-20

-10

time (ns)

Page 9: European IBIS Summit Sorrento, Italy May16, 2012. · Presentation Outlines 1. Behavioral Model Structure 2. Output Impedance ‐Model Structure ‐Extraction & Implementation 3. StIDF

Conclusions‐The I‐Q model can be directly implemented in SPICE‐likesimulators where the derivative in is implemented by thei l t f ti (i ti ti )simulator core functions (in continuous‐time).

‐The output conduction current‐voltage (I‐V) staticrelation and the displacement charge voltage (Q V)relation, and the displacement charge‐voltage (Q‐V)function, for the upper and lower devices of the driver’s laststage are stored as lookup tables that capture.

‐The C‐V implementation requires one more floating pointoperation (FLOP) than the Q‐V one, which corresponds toan increase of about 33% in simulation efficiency.

‐The proposed implementation is directly applicable to thed f d h h l dIBIS definition, extending it with the nonlinear dynamics

of the buffer output impedance.

Page 10: European IBIS Summit Sorrento, Italy May16, 2012. · Presentation Outlines 1. Behavioral Model Structure 2. Output Impedance ‐Model Structure ‐Extraction & Implementation 3. StIDF

References[1] Tehrani, A.S. et al, “A comparative analysis of the complexity/accuracy tradeoff in power amplifier behavioral models,” IEEE Trans-MTT., Vol.58, No.6 (2010), pp.1510–1520.[2] IBIS M d li C kb k [O li ] A il bl[2] IBIS Modeling Cookbook [Online]. Available: http://www.vhdl.org/pub/ibis/cookbook/cookbook-v5.pdf[3] Dghais, W. et al, “Behavioral Model for High-Speed Digital buffer/Driver”, Integrated Nonlinear Microwave and Millimeter-Wave Circuits, (2010) pp. 110–113., ( ) pp[4] Mutnury, B. et al, “Macromodeling of Nonlinear Digital I/O Drivers,” IEEE Trans-CPMT, Vol.29,No.1(2006), pp.102–113.[5]Stievano, I. S. et al, “Locally-Stable Macromodels of Integrated Digital devices for M lti di A li ti ” IEEE T CPMT V l 31 N 4(2008) 700 710Multimedia Applications” IEEE Trans-CPMT, Vol. 31, No. 4(2008), pp. 700-710. [6] Stievano, I. S. et al, “On the Behavioral Modeling of Integrated Circuit Output Buffers,” 12th Topical Meeting on Performance of Electronic Packaging, (2003) pp. 281–284.[7] Zhu, T, et al, “Accurate and Scalable IO Buffer Macromodel Based on Surrogate [ ] , , , gModeling”, IEEE Trans-CPMT, Vol. 1, No.8 (2011), pp. 1240 – 1249.[8]Maas, S.A, Nonlinear Microwave and RF Circuits. Artech House Microwave Library(London, 2003), pp. 29-118.[9] S h D t l “Di t E t ti f th N Li M d l f T P t D i[9] Schreurs, D. et al, “Direct Extraction of the Non-Linear Model for Two-Port Devices from Vectorial Non-Linear Network Analyzer Measurements”, Proc. 27th European Microwave Conference,(1997) pp.921-926.


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