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5. Delta-Sigma Modulators for ADC Integrated Heterogeneous Systems Design F. Serra Graells Basics Architectures SC Modeling Assisted Low-Power 1/46 5. Delta-Sigma Modulators for ADC Francesc Serra Graells [email protected] Departament de Microelectrònica i Sistemes Electrònics Universitat Autònoma de Barcelona [email protected] Integrated Circuits and Systems IMB-CNM(CSIC)

5. Delta-Sigma Modulators for ADCpserra/uab/ihsd/ihsd-5-dsm.pdf · Delta-Sigma Modulators for ADC Integrated Heterogeneous Systems Design F. Serra Graells Basics Architectures SC

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5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 1/46

5. Delta-Sigma Modulatorsfor ADC

Francesc Serra Graells

[email protected] de Microelectrònica i Sistemes Electrònics

Universitat Autònoma de Barcelona

[email protected] Circuits and Systems

IMB-CNM(CSIC)

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 2/46

Oversampling and Noise Shaping Principles1

Architecture Selection Based on Quantization Error2

Switched-Capacitor CMOS Implementations3

Modeling Circuit Second Order Effects4

Digitally Assisted Techniques5

Low-Power Circuit Topologies6

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 3/46

Oversampling and Noise Shaping Principles1

Architecture Selection Based on Quantization Error2

Switched-Capacitor CMOS Implementations3

Modeling Circuit Second Order Effects4

Digitally Assisted Techniques5

Low-Power Circuit Topologies6

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 4/46

Oversampling

Constant (white)error spectrum profile signal

amplitude

erroramplitude

e.g. 5-level quantization

2-times sampling rate

erroramplitude

signalamplitude

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 5/46

Oversampling

Constant (white)error spectrum profile

Power spectral density (PSD)

Spread acrossspectrum (fs/2)

Oversampling ratio

Lower in-band noise

Higher clock frequenciesDynamicRange Power

dependent fromsampling frequency

Same power(total area) Nyquist

rate

Oversamplingrate

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 6/46

Basic single-loop Delta-Sigma modulator (DSM) for discrete time (DT) ADCs:

S/H

shaping filter(e.g. integrator)

quantizer(e.g. 1-bit) all-pass

high-passshaping

log(frequency)

log(power)

signal

out-bandnoise shaping

20dB/dec

Quantization Noise Shaping

signal

quantizationnoise

output

Equivalent linear model:

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 7/46

N-order B-bit single loop architecture:

S/H

directimprovement

log(frequency)

log(power)

signal

20N dB/dec6N dB/oct

multi-bit (B)quantization

Ideal dynamic range:

(N+0.5)-bit/oct(OSR)

Multi-bit quantization:

Internal full-scale reduction

Resolution added to overall DR

Feedback DAC not intrinsically linear

High-order filtering:

Stability issues

Sharper noise shaping

oversamplingonly

shapingorder

Quantization Noise Shaping

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 8/46

Oversampling and Noise Shaping Principles1

Architecture Selection Based on Quantization Error2

Switched-Capacitor CMOS Implementations3

Modeling Circuit Second Order Effects4

Digitally Assisted Techniques5

Low-Power Circuit Topologies6

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 9/46

High-order feedback or feedforward DSM architectures:

S/H

Unstability issues

Single-Loop vs MASH

DAC

S/H

DAC

DAC

Mismatchingsensitivity

Canc

ellat

ion

Filte

r

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 10/46

High-order feedback or feedforward DSM architectures:

S/H

Unstability issues

Single-Loop vs MASH

DAC

S/H

DAC

Mismatchingsensitivity

Canc

ellat

ion

Filte

r

More suitablefor DSM DACs!

DAC

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 11/46

Simplest DSM architecture: first-order

S/H Large OSR needed

Tonal spectrum caused bysignal to quantizationnoise correlation!

log(frequency)

log(power)

signalin-band

harmonics

Order Selection

Intrinsically stable

DAC

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 12/46

Next architecture step: second-order

S/H

Order Selection

Intrinsically stablefor limited input range

DAC Moderate OSRrequirements

log(frequency)

log(power)

signal

40 dB/dec12 dB/octsecond-order

high-pass

Signal to quantizationnoise uncorrelation(continuous spectrum)

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 13/46

Higher-order general architecture:

Sharper noise shaping

Possibility of loopinstability for N>2

S/H

gaincoefficients

Coefficientsoptimizationagainstmismatching

Delta-Sigma Noise Shaping

DAC

SNDRmaps

saferegion

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 14/46

Feedfoward cancellation: Internal full scalelow occupancyAdditional adder stagein front of quantizer

S/H

Commonly Used Architectures

Resonator attenuation:

Extra noise shapingat band edgeZero sensitivity tocoefficient matching

S/H

log(frequency)

log(power)

DAC

DAC

zero

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 15/46

Oversampling and Noise Shaping Principles1

Architecture Selection Based on Quantization Error2

Switched-Capacitor CMOS Implementations3

Modeling Circuit Second Order Effects4

Digitally Assisted Techniques5

Low-Power Circuit Topologies6

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 16/46

Shaping filter basic building block:

SC Integrator

clock S I

integrationfunction

gainfunction

SC-OpAmp compact implementation:

non-overlappingphases

for initializationpurposes

single-endedcircuit version

Analog circuit realization (ADC)

Digital circuit realization (DAC)

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 17/46

SC Integrator

clock S I

SC-OpAmp compact implementation:

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 18/46

SC Integrator

clock S I

SC-OpAmp compact implementation:

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 19/46

SC Integrator

SC-OpAmp compact implementation:

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 20/46

SC Noise Shaper

S/H

differentialsignal domain

Fully-differential 2nd-ordersingle-bit DSM example:

feedforwardsignal cancellation

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 21/46

Fully-differential 2nd-ordersingle-bit DSM example:

SC Noise Shaper

input samplerreused for DAC

feedback

commonmode

S/H

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 22/46

Fully-differential 2nd-ordersingle-bit DSM example:

SC Noise Shaper

integratorinitialization

S/H

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 23/46

Fully-differential 2nd-ordersingle-bit DSM example:

SC Noise Shaper

passiveadder

S/H

-6dB attenuation negligiblethanks to 1-bit quantization

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 24/46

Oversampling and Noise Shaping Principles1

Architecture Selection Based on Quantization Error2

Switched-Capacitor CMOS Implementations3

Modeling Circuit Second Order Effects4

Digitally Assisted Techniques5

Low-Power Circuit Topologies6

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 25/46

Switch Thermal Noise

switchon-resistanceoversampling

extension

Added to signal at input sampler:

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 26/46

Switch Thermal Noise Dynamicrange

Power& area

Large capacitor area and low input impedance values!

switchon-resistance

Fully differentialcontributions:

oversamplingextension

Added to signal at input sampler:

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 27/46

Clock Jitter

Critical at input sampler due to itscontinuous (CT) to discrete time (DT) conversion:

jitterprobability estimated power

under harmonic stimulus:

jittererror

S Halreadyin DT!

Dynamicrange

Externalreferences

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 28/46

OpAmp Finite Gain

SC integrator transfer function whenOpAmp open loop gain is limited:

equivalent single endedhalf circuit

more relevant infirst stages

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 29/46

OpAmp Finite Gain

SC integrator transfer function whenOpAmp open loop gain is limited:

integration leakage gain mismatch

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 30/46

OpAmp Finite Gain

SC integrator transfer function whenOpAmp open loop gain is limited:

Signal dependent gaingenerates output distortion

integration leakage gain mismatch

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 31/46

OpAmp Slew-Rate and GBW

Qualitative case studies:

OpAmp worksas a charge pump

during integration phase

currentlimitation!

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 32/46

OpAmp Slew-Rate and GBW

Qualitative case studies:

frequencytransferfunction!

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 33/46

OpAmp Slew-Rate and GBW

Qualitative case studies:

mixedlimitation!

Non-linear errors = signal distortion

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 34/46

Feedback DAC Non-Linearity

Only for multi-bit DSM architectures:

INL/DNLdirectly added

to signal input!

quantizernon-linearity

shaped as error

How to get rid of feedback flash DAC non-linearity effects?

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 35/46

Oversampling and Noise Shaping Principles1

Architecture Selection Based on Quantization Error2

Switched-Capacitor CMOS Implementations3

Modeling Circuit Second Order Effects4

Digitally Assisted Techniques5

Low-Power Circuit Topologies6

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 36/46

Feedback DAC Mismatching

single-endedversion

Single-stage multi-bit SC flash architecture example: reset

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 37/46

Feedback DAC Mismatching

Single-stage multi-bit SC flash architecture example:

hardwiredbinary

weighted

Simple digital control

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 38/46

Feedback DAC Mismatching

Single-stage multi-bit SC flash architecture example:

Pelgrom's Law

technologymismatching

hardwiredbinary

weighted

Simple digital control

Distortion caused by static mismatching

in-bandharmonics

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 39/46

Feedback DAC Mismatching

Single-stage multi-bit SC flash architecture example:

Pelgrom's Law

technologymismatching

thermometricdynamicselection

Low in-band noise by thermometric scrambling

Complex digital control

in-bandwhite noise

binto

therm

randomizer

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

Basics Architectures SC Modeling Assisted Low-Power 40/46

Feedback DAC Mismatching

Single-stage multi-bit SC flash architecture example:technology

mismatchingdynamicelement

matching (DEM)

Mismatch shaping by equalizing long-term element selection

Complex digital control

binto

thermDWA

data-wieghtedaveraging

20dB/decfirst-ordershaping

barrelshifting

07

3425

16

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

41/46Basics Architectures SC Modeling Assisted Low-Power

Oversampling and Noise Shaping Principles1

Architecture Selection Based on Quantization Error2

Switched-Capacitor CMOS Implementations3

Modeling Circuit Second Order Effects4

Digitally Assisted Techniques5

Low-Power Circuit Topologies6

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

42/46Basics Architectures SC Modeling Assisted Low-Power

Switched OpAmp (SOA)

Distortion caused by signal-dependent switch on-resistance:

INL/DNLdirectly added

to signal input!

quantizernon-linearity

shaped as error

How to make on-resistance independent from signal for these particular switches?

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

43/46Basics Architectures SC Modeling Assisted Low-Power

Switched OpAmp (SOA)

Moving output switches into OpAmp blocks:

Each integrator stage operatesin alternative phases

clock S I

single-endedcircuit version

Constant on-resistancefor all switchesPower savings due to50% OpAmp duty cycle

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

44/46Basics Architectures SC Modeling Assisted Low-Power

Switched OpAmp (SOA)

Moving output switches into OpAmp blocks:

Each integrator stage operatesin alternative phases

Constant on-resistancefor all switchesPower savings due to50% OpAmp duty cycle

M1

M6

M2

M5

M8

M4 M3

M7

Example: single-ended single-stage folded OpAmp

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

45/46Basics Architectures SC Modeling Assisted Low-Power

OpAmp Dynamic Biasing

Discrete time dynamic biasing:

M1

M6

M2

M5

M10M9

M8

M4 M3

M7

time

clock S I

5. Delta-Sigma Modulators for ADC

Integrated Heterogeneous Systems Design F. Serra Graells

46/46Basics Architectures SC Modeling Assisted Low-Power

OpAmp Dynamic Biasing

Discrete time dynamic biasing:

M1

M6

M2

M5

M10M9

M8

M4 M3

M7

time

OpAmp fast on/offrecovery time required

Static power savings

Biasing peak value istechnology dependent

Synchronous Class-ABoperation

Ripple induced in thepower rails (digital-like)