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VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to-Digital Converters AACD 2010 Michael H. Perrott Copyright © 2010 by Michael H. Perrott All rights reserved.
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VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

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Page 1: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to-Digital Converters

AACD 2010

Michael H. Perrott

Copyright © 2010 by Michael H. PerrottAll rights reserved.

Page 2: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

2

Motivation

A highly digital receive path is very attractive for achieving multi-standard functionality

A key issue is achieving a wide bandwidth ADC with high resolution and low power- Minimal anti-alias requirements are desirable for simplicity

Continuous-Time Sigma-Delta ADC structureshave very attractive characteristics for this space

Page 3: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

3

A Basic Continuous-Time Sigma-Delta ADC Structure

Sampling occurs at the quantizer after filtering by H(s) Quantizer noise is shaped according to choice of H(s)

- High open loop gain required to achieve high SNR

We will focus on achieving an efficient implementationof the multi-level quantizer by using a ring oscillator

Page 4: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Consider Time-to-Digital Conversion

Quantization in time achieved with purely digital gates- Easy implementation, resolution improving with Moore’s law

How can we leverage this for quantizing an analog voltage?

Page 5: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Adding Voltage-to-Time Conversion

Analog voltage is converted into edge times- Time-to-digital converter then turns the edge times into

digitized values Key issues

- Non-uniform sampling- Noise, nonlinearity

Naraghi, Courcy, Flynn, ISSCC 2009

Is there a simple implementation forthe Voltage-to-Time Converter?

Page 6: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

A Highly Digital Implementation

A voltage-controlled ring oscillator offers a simple voltage-to-time structure- Non-uniform sampling is still an issue

We can further simplify this implementation and lower the impact of non-uniform sampling

Page 7: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Making Use of the Ring Oscillator Delay Cells

Utilize all ring oscillator outputs and remove TDC delays- Simpler implementation

TDC output now samples/quantizes phase state of oscillator

Page 8: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Improving Non-Uniform Sampling Behavior

Oscillator edges correspond to a sample window of the input Sampling the oscillator phase state yields sample windows

that are much more closely aligned to the TDC clk

Page 9: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Multi-Phase Ring Oscillator Based Quantizer

Adjustment of Vtune changes how many delay cells are visited by edges per Ref clock period- Quantizer output corresponds to the number of delay cells

that experience a transition in a given Ref clock period

Page 10: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

More Details …

Choose large enough number of stages, N, such that transitions never cycle through a given stage more than once per Ref clock period- Assume a high Ref clock frequency (i.e., 1 GHz)

XOR operation on current and previous samples provides transition count

Page 11: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

A First Step Toward Modeling

VCO provides quantization, register provides sampling- Model as separate blocks for convenience

XOR operation on current and previous samples corresponds to a first order difference operation- Extracts VCO frequency from the sampled VCO phase signal

Wismar, Wisland,Andreani, ESSCIRC 2006

Page 12: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Corresponding Frequency Domain Model

VCO modeled as integrator and Kv nonlinearity

Sampling of VCO phase modeled as scale factor of 1/T

Quantizer modeled as addition of quantization noise

Key non-idealities:- VCO Kv nonlinearity- VCO noise- Quantization noise

Page 13: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Example Design Point for Illustration

105 106 107 108-100

-80

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0

20

40

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Frequency (Hz)

Ampl

itude

(dB

)

Simulated ADC Output Spectrum Ref clk: 1/T = 1 GHz 31 stage ring oscillator

- Nominal delay per stage: 65 ps

KVCO = 500 MHz/V- ±5% linearity

VCO noise: -100 dBc/Hz at 10 MHz offset

Page 14: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

SNR/SNDR Calculations with 20 MHz Bandwidth

105 106 107 108-100

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-60

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Frequency (Hz)

Ampl

itude

(dB

)

Simulated ADC Output SpectrumConditions SNDR

Ideal 68.2 dB

VCO Thermal Noise 65.4 dB

VCO Thermal + Nonlinearity 32.2 dB

VCO Kv nonlinearity isthe key performance

bottleneck

Page 15: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

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Classical Analog Versus VCO-based Quantization

Much more digital implementation Offset and mismatch is not of critical concern Metastability behavior is potentially improved Improved SNR due to quantization noise shaping

Implementation is high speed, low power, low area

Page 16: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Key Performance Issues: Nonlinearity and Noise

Very hard to build a simple ring oscillator with linear Kv

Noise floor set by VCO phase noise is typically higher than for analog amplifiers at same power dissipation

Page 17: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

What Can Analog Bring to the Table?

We know how to build fairly linear gain blocks with relatively low noise- For this simple function,

analog offers relatively high speed, low area, low power

Analog gain can reduce impact of noise in blocks that follow it

Nonlinearity is still an issue

Page 18: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Massive Digital Processing Can Deal with Nonlinearity

From ISSCC 2010:- “A Mostly Digital Variable-

Rate Continuous-Time ADC ΔΣ Modulator”, Taylor, Galton

We can also deal with nonlinearity in a more analog manner- Avoids long calibration

startup due to nonlinearity- Allows high order noise

shaping

Page 19: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Feedback Is Our Friend

Issue: must achieve a highly linear DAC structure- Otherwise, noise folding and other bad things happen …

Iwata, Sakimura, TCAS II, 1999Naiknaware, Tang, Fiez, TCAS II, 2000

Combining feedback with front end gain acts to suppress impact of quantizer noise and nonlinearity- Scale factor from input to

output is also better controlled- Structure is a continuous-time Sigma-Delta ADC

Page 20: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

A Closer Look at the DAC Implementation

Consider direct connection of the quantizer output to a series of 1-bit DACs- Add the DAC outputs

together

What is so special about doing this?

Page 21: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Recall that Ring Oscillator Offers Implicit Barrel Shifting

Barrel shifting through delay elements- Mismatch between

delay elements is first order shaped

Page 22: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Implicit Barrel Shifting Applied to DAC Elements

Barrel shifting action of quantizer transferred to 1-bit DAC elements

Miller, US Patent (2004)

- Acts to shape DAC mismatch and linearize its behavior

Page 23: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

A Geometric View of the VCO Quantizer/DEM and DAC

Page 24: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

First Generation Prototype

Second order dynamics achieved with only one op-amp- Op-amp forms one integrator- Idac1 and passive network form the other (lossy) integrator- Minor loop feedback compensates delay through quantizer

Third order noise shaping is achieved!- VCO-based quantizer adds an extra order of noise shaping

Page 25: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Custom IC Implementing the Prototype

Straayer, PerrottVLSI 2007

0.13u CMOS Power: 40 mW Active area: 700u X 700u Peak SNDR: 67 dB (20 MHz BW) Efficiency: 0.5 pJ/conv. step

Page 26: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Design of the VCO Core Inverter Cell

-0.2 -0.1 0 0.1 0.20

100

200

300

400

500

Input Voltage (V)

Osc

illat

ion

Freq

uenc

y (M

Hz)

Tuning Characteristic

31 stages Fast for good resolution (< 100 psec / stage) Large KVCO (600-700 MHz) with good dynamic range 2 bits of coarse tuning for process variations < 8 mW for 1 GSPS 5-bit quantizer / DEM

Page 27: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Opamp Design is Straightforward

Simulated Performance: AV = 55 dB GBW = 2 GHz PDISS = 15 mW

High SNR ofVCO-based

quantizer allows reduced

opamp gain (Av)

Page 28: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Primary Feedback DAC Schematic

Fully differential RZ pulses Triple-source current steering IOFF is terminated off-chip

Page 29: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Measured Spectrum From Prototype

0.1 1 10 100 1000-80

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Frequency (MHz)

Ampl

itude

(dB

)Normalized FFT, FIN = 1 MHz

SNR SNDR

20 MHz Input Bandwidth

65.7 dB66.4 dB

Distortion

Page 30: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

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Measured SNR/SNDR Vs. Input Amplitude (20 MHz BW)

-90 -80 -70 -60 -50 -40 -30 -20 -10 0-10

0

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60

70

80

90SNR/SNDR vs. Amplitude, FIN = 1 MHz

Amplitude (dBFS)

SNR

/SN

DR

(dB

)

SNRSNDR Kv nonlinearity

limits SNDR to 67 dB

Page 31: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

How Do We Overcome Kv Nonlinearity to Improve SNDR?

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Page 32: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Voltage-to-Frequency VCO-based ADC (1st Order Σ−∆)

In prior work, VCO frequency is desired output variable- Input must span the entire non-linear voltage-to-frequency

(Kv) characteristic to exercise full dynamic range- Strong distortion at extreme ends of the Kv curve

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Page 33: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Proposed Voltage-to-Phase Approach (1st Order Σ−∆)

VCO output phase is now the output variable- Small perturbation on Vtune allows large VCO phase shift- VCO acts as a CT integrator with infinite DC gain

33High SNDR requires higher order Σ−∆ …

Page 34: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Proposed 4th Order Architecture for Improved SNDR

Goal: ~80 dB SNDR with 20 MHz bandwidth- Achievable with 4th order loop filter, 4-bit VCO-based quantizer- 4-bit quantizer: tradeoff resolution versus DEM overhead

Combined frequency/phase feedback for stability/SNDR34

Page 35: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Schematic of Proposed Architecture

Opamp-RC integrators- Better linearity than Gm-C, though higher power

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Page 36: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Schematic of Proposed Architecture

Passive summation performed with resistors- Low power- Must design carefully to minimize impact of parasitic pole

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Page 37: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Schematic of Proposed Architecture

DEM explicitly performed on phase feedback- NRZ DAC unit elements

DEM implicitly performed on frequency feedback (Miller)- RZ DAC unit elements

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Page 38: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Behavioral Simulation (available at www.cppsim.com)

VCO Kv non-linearity

Device noise Amplifier finite

gain, finite BW DAC and VCO

unit element mismatch

Key Nonidealities

VCO nonlinearity is not the bottleneck for achievable SNDR!

85 dB SNDR!

Page 39: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Circuit Details

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Page 40: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

VCO Integrator Schematic

15 stage current starved ring-VCO - 7 stage ring-VCO

shown for simplicity- Pseudo differential

control- PVT variation

accommodated by enable switches on PMOS/NMOS

Rail-to-rail VCO output phase signals (VDD to GND)

Straayer, VLSI 2007

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Page 41: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

VCO Quantizer Schematic

Phase quantization with sense-amp flip-flop - Single

phase clocking

Rail-to-rail quantizer output signals (VDD to GND)

Nikolic et al, JSSC 200041

Page 42: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Phase Quantizer, Phase and Frequency Detector

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Highly digital implementation- Phase sampled &

quantized by SAFF- XOR phase and

frequency detection with FF and XOR

Automatic DWA for frequency detector output code- Must explicitly

perform DWA on phase detector output code

Page 43: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Main Feedback DAC Schematic

Low-swing buffers- Keeps switch

devices in saturation

- Fast “on” / Slow “off” reduces glitches at DAC output

- Uses external Vdd/Vss

Resistor degeneration minimizes 1/f noise

Yan et alJSSC 2004

Page 44: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Bit-Slice of Minor Loop RZ DAC

RZ DAC unit elements transition every sample period- Breaks code-dependency of transient mismatch (ISI)- Uses full-swing logic signals for switching

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Page 45: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Opamp Schematic

Modified nested Miller opamp- 4 cascaded gain stages, 2

feedforward stages- Behaves as 2-stage Miller near

cross-over frequencies- Opamp 1 power is 2X of

opamps 2 and 3 (for low noise)

Parameter ValueDC Gain 63 dBUnity-Gain Frequency 4.0 GHzPhase Margin 55°Input Referred Noise Power (20 MHz BW)

11 uV (rms)

Power (VDD = 1.5 V) 22.5 mW

Mitteregger et al, JSSC 2006

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Page 46: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

DEM Architecture (3-bit example)

Achieves low-delay to allow 4-bit DEM at 900 MHz- Code through barrel shift propagates in half a sample period

See also:Yang

ISSCC 2008

Page 47: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Die Photo (0.13u CMOS)

Die photo courtesy of Annie Wang (MTL)

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Active area 0.45 mm2

Sampling Freq 900 MHz

Input BW 20 MHz

Supply Voltage 1.5 V

Analog Power 69 mW

Digital Power 18 mW

Page 48: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Measured Results

78 dB Peak SNDR performance in 20 MHz- Bottleneck: transient mismatch from main feedback DAC

Architecture robust to VCO Kv non-linearity

100,000 pt. FFT

Peak SNDR = 78.1 dBPeak SNR = 81.2 dB

48Figure of Merit: 330 fJ/Conv with 78 dB SNDR

Page 49: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Transient DAC mismatch is likely the key bottleneck

Behavioral Model Reveals Key Performance Issue

Amplifier nonlinearity degrades SNDR to 81 dB

DAC transient mismatch degrades SNDR to 78 dB- DEM does

not help this- Could be

improved with dual RZ structure

Page 50: VCO-Based Wideband Continuous-Time Sigma-Delta Analog-to ... · Proposed Voltage-to-Phase Approach (1 st Order Σ−∆) VCO output phase is now the output variable--Small perturbation

Conclusion

VCO-based quantization is a promising component to achieve high performance Σ−∆ ADC structures- High speed, low power, low area implementation- First order shaping of quantization noise and mismatch- Kv non-linearity can be a limitation

Demonstrated a 4th-order CT ΔΣ ADC with a VCO-based integrator and quantizer- Proposed voltage-to-phase conversion to avoid

distortion from Kv non-linearity- Achieved 78 dB SNDR in 20 MHz BW with 87 mW power

Key performance bottleneck: transient DAC mismatch

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