Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver...

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1 Cognitive Radio opportunities and RF Receiver Challenges. Yann Le Guillou Séminaire SCEE, Supélec, 19 Mars 2014

Transcript of Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver...

Page 1: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

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Cognitive Radio opportunities

and RF Receiver Challenges.

Yann Le Guillou

Séminaire SCEE, Supélec, 19 Mars 2014

Page 2: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Overview

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� Evolution Trends of Spectrum Usage

� TV White Spaces

o Interest

oUsage example

oHardware Radio Challenges

� Cognitive Radio and ADCs challenges and directions

� Receiver challenges

� Some Solution Directions

oRF filtering Interference

o Interference Cancellation

oDigital assistance of dirty RF

� Conclusion

Séminaire SCEE, Supélec, 19 Mars 2014

Page 3: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

2008

� Trend: Increasing growth of mobile traffic

� More than 4 billion mobile phone users today and growing at a startling rate

� “7 trillion wireless device serving 7 billion people in 2017” – Wireless World

Research Forum

� Mobile Internet traffic handled by mobile operators grow from 7 billion

megabytes worlwilde [in 2008] into 63 billion megabytes in 2013 (CAGR 54%)”

- Informa

2008

1924

Gap Between Wireless Traffic Supply and Demand Widens

3Séminaire SCEE, Supélec, 19 Mars 2014

Page 4: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Spectrum Scarce?

Spectrum not well managed in time domain and in geographical area

[Swisscom]

TV Bands

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Page 5: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Unlicensed secondary re-use of TV broadcast spectrum

[Swisscom]

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Page 6: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Overview

Séminaire SCEE, Supélec, 19 Mars 2014 6

� Evolution Trends of Spectrum Usage

� TV White Spaces

o Interest

oUsage example

oHardware Radio Challenges

� Cognitive Radio and ADCs challenges and directions

� Receiver challenges

� Some Solution Directions

oRF filtering Interference

o Interference Cancellation

oDigital assistance of dirty RF

� Conclusion

Page 7: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Why the interest in TV White Space?

�Switch-off of Analog TV

oThe release underutilized and valuable spectrum in UHF bands that can be used for next generation wireless network and low-cost communications

�UHF Signal properties

oMore spectrum available!

oGood propagation ability (long range for low power)

oGood building penetration (e.g. public safety applications)

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Page 8: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

� Frequency: 470-698MHz

� Channels: 6-8MHz

� Incumbent protection (WSDB)

� Power Levels and control of secondary users

8© 2013

General Agreement at high level

Séminaire SCEE, Supélec, 19 Mars 2014

… but Roadblocks are still there

� harmonization across regulatory regimes are difficult

� Industry is still waiting…

Page 9: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Application Example – Rural Broadband

9© 2013

Outstanding propagation characteristic in the VHF/UHF

reduce build-out costs and open era to Rural Broadband

& Smart Agriculture Séminaire SCEE, Supélec, 19 Mars 2014

Page 10: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Example - Offload 3G/4G Traffic

� “Super-WiFi” in TV White Spaces: similar coverage as mobile broadband

� with just a 20% deployment density and 10-50 times faster than 3G

[Maziar Nekovee, BT]

5.8GHz 2.4GHz ~0.8GHz

� 1 km² area in Central London,

� 5 000 homes

� 100 mW (WiFi), 20 mW (TVWS)

Feasibility study Central London

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Page 11: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

� PHY Receiver Challenge

o Wide dynamic range (especially in ADC)

o Highly sensitive

o Interference Management

o Spectrum Sensing over wide frequency range

� PHY Transmitter Challenge (=SDR + extreme frequency agility)

o Spectral Emission

o Low Power

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TVWS Radio Hardware Challenges

© 2013

� Both PHY

o Frequency Agility: Operation Frequency range from ~ 10’ MHz to several GHz

o Bandwidth Agility

o Flexibility/upgradability: Standard agnostic transceiver able to Rx/Txcurrent and future standards

o Low cost

o Low PowerSéminaire SCEE, Supélec, 19 Mars 2014

Page 12: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Overview

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� Evolution Trends of Spectrum Usage

� TV White Spaces

o Interest

oUsage example

oHardware Radio Challenges

� Cognitive Radio and ADCs challenges and directions

� Receiver challenges

� Some Solution Directions

oRF filtering Interference

o Interference Cancellation

oDigital assistance of dirty RF

� Conclusion

Séminaire SCEE, Supélec, 19 Mars 2014

Page 13: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

ADC Bandwidth versus SNDR

Far from feasible …

[Murmann- ADC Performance Survey 1997-2014]

http://www.stanford.edu/~murmann/adcsurvey.html

Cognitive Radio

(6GHz and 100dB)

TV WS

(900MHz and 100dB)

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Jitter=1psRMS

Jitter=100fsRMS

Jitter=10fsRMS

Jitter=1fsRMS

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Energy/fs versus SNDR

Today, FOM=1pJ/conv-step for high speed high SNDR

10fJ/conv-step

100fJ/conv-step

1pJ/conv-step

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Required ADC Power (w/o clocking system)

Suppose:o 1pJ/conversiono Signal -100dBm … 0dBm ↔17 bits

� Cognitive Radio50MHz-6GHZ↔ fsample~12GHz

P=Econv.fsample.2#bits=10-12.12.109.217≈1.5kW

� TVWS Radio700MHz-900MHZ↔ fsample~1.8GHz

P=Econv.fsample.2#bits=10-12.1,8.109.217≈235W

RF-ADC most flexible « software-defined » receiver far from

being Green today

….but also ~225x(1.8GS/s for 8MHz channel) to 1000x(10GS/s for ~10MHz channel)

overkill

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Page 16: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Required clock power

Suppose

o100dB SNDR ↔ Clock Jitter, σt ~1fsRMS (see slide 16)

o State of the art FOMPLL~-230dB

where

Then PPLL~ 10 kW !!

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Not achievable today neither tolerable for low

power.

Today 20mW dissipation is tolerable, resulting in

~0,7psRMS clock jitter

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Down-conversion / filtering required

This radio is still very flexible with software

f-shift (Mixer) ADC

Band Filter

LNAAnti-aliasing

Filter

DFE

Down-conversionFiltering

IMEC-Renesas- 11b- 410MSPs

– TI SAR ADC - ~1psRMS jitter

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TI-SAR ADC� 2x time-interleaved pipeline SAR ADC

in 28nm CMOS

� 11-bit, 0-410MSPs, 2.1mW

� 6.5fJ/conv-step

� Power consumption scale linearly withsampling

� SNDR=55dB@205MHz

� On-chip calibration engine for gain and offset errors

Time Skew issue

[Verbruggen, VLSI, 2013]

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Page 19: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

� To push TI-ADC SNDR above 11-bits need to calibrate frequency dependant spurs

due to time-skew and bandwidth mismatches.

� Digital calibration is required to get the right accuracy

Pushing TI- ADC SFDR

Frequency dependant analytic expression

SFDR=~60dB~120dB

[Paquelet, Kamdem De Teyou, Le Guillou, IEEE NEWCAS, 2013]

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Estimation accuracy needed to reach the desired

SFDR of 90 dB in 99.9% of cases with a 4TI-ADCs, an

input signal x(t) =1.5 sin(2πfot), fo = 146.29MHz and

fs = 320MHz.

Gain Offset Time-Skew Bandwidth

Accuracy

[ppm]20 120 7 540

Page 20: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Overview

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� Evolution Trends of Spectrum Usage

� TV White Spaces

o Interest

oUsage example

oHardware Radio Challenges

� Cognitive Radio and ADCs challenges and directions

� Receiver challenges

� Some Solution Directions

oRF filtering Interference

o Interference Cancellation

oDigital assistance of dirty RF

� Conclusion

Séminaire SCEE, Supélec, 19 Mars 2014

Page 21: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

A - Interference from CR to Primary networks ( CR Transmitter)

B - Interference from Primary networks to CR networks (CR Receiver)

C - Interference from CR to CR ( CR Transmitter and Receiver)

Interference Management Challenge� TVWS Radio are envisioned to be capable of sensing and

reasoning about the operating radio environments and thereby

autonomously adjusting their transceiver parameters to exploit

the underutilized radio resources in a dynamic fashion

� Cognitive Radio operates in interference-intensive environments.

� Minimum interference is therefore essential to the coexistence of Primary and TVWS Radio (Secondary System)

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Page 22: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

� On top classical Rx noise due to Receiver RF Front End Impairment (Phase noise,

linearity, Noise etc.)

� Tx noise due to Tx leakage

� IntPrimary due to Primary Network Interferers

� CRNetworks due to all CR networks

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Additional RF impairment for TVWS device

SIGNAL

Thermal NoisePhase Noise

ImageHarmonicsIsolation

XmodIP2IP3

SNR

Rx

NOISE

Tx leakage

CR networksIntPrimary

ADC

LNA LO

90°

ADC

DSP

PA LO

90°

ADC

ADC

Duplexer

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Page 23: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Linearity requirements challengesAssumption: 2 tones at Pin [dBm]

IM level equal to Noisefloor N=-100dBm

Challenge: high linearity broadband receivers

Required IIP3 [dBm] Required IIP2 [dBm]

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Page 24: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Overview

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� Evolution Trends of Spectrum Usage

� TV White Spaces

o Interest

oUsage example

oHardware Radio Challenges

� Cognitive Radio and ADCs challenges and directions

� Receiver challenges

� Some Solution Directions

oRF filtering Interference

o Interference Cancellation

oDigital assistance of dirty RF

� Conclusion

Séminaire SCEE, Supélec, 19 Mars 2014

Page 25: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Tunable RF filtering challenges

� Frequency selection by coil L &

capacitor C

� Tuned mechanically by variable

plate-capacitor C

Center frequency:

� On-chip CMOS filters:

o limited Q inductors =fc/bandwidth<15 (lossy, bulky, not flexible)

o Limited fc tuning-range ~30%

o Active inductors (noisy, non-linear)

� Alternative Idea

o Do not use inductor

o Switch & capacitors are very linear

o Switch & capacitors scale with CMOS

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Page 26: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

N-path filter concept

� N signal paths switched series R-C

ϕ1

VBB1≠0

VBB1=0

[Franks, ISSCC1960]

Ghaffari, RFIC2010/JSSC2011]

[Mirzaei,VLSI10/TCAS2011]

[Darvishi, ISSCC2013]

VRF , fRF= fLO

VRF , fRF= 1.5fLO

� In-band (fRF≈fLO): High ZRF

� Out of band: low ZRF (Short circuit)

RC>>TON

TLO

TON=TLO/N

ϕ1

ϕ2

ϕN

VRF

C

R ϕ1VBB1

C

ϕ2VBB2

C

ϕNVBBN

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Page 27: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

N-path filter properties

CMOS:

Switches & capacitors

TLO

TON=TLO/N

ϕ1

ϕ2

ϕN

fLO 0

Frequency filtering

@ RF

Frequency filtering

@ baseband

High-Q RF filter

Linear

Widely tunableC

ϕ1VBB1

C

ϕ2VBB2

C

ϕNVBBN

Resistive (R)

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[Darvishi, van der Zee, Nauta, ISSCC 2013]

65nm CMOS

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Filtering properties: flexibly tunable6th order 8-path

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Page 29: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Frequency Hopping according to the free IM spot….

Take a look in the past …

Interference Cancellation Techniques …

25-Year Old Hollywood Star

invents frequency hopping

10th June 1940

Hedy Lamarr

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Page 30: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Exploit the spectrum Sensing and use the Free IM Spots

�Select the IM3-free spotsSéminaire SCEE, Supélec, 19 Mars 2014 30

Page 31: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

IEEE JOURNAL OF SOLID-STATE CIRCUITS, VOL. 44, NO. 6, JUNE 2009

…and in the future

Bio Inspired RF Silicon Cochlea 100MHz-10GHz

31© 2013 Séminaire SCEE, Supélec, 19 Mars 2014

Page 32: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

• Today’s mobile device (Tablet PC etc.) have more processing

capabilities than the original supercomputers !

• Capitalize on it to bring the required flexibility and assist

dirty RF© 2013

Capitalize on trend in the embedded digital

core processor

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Page 33: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

33© 2013

Some digitally assist analog and RF impairment

directions …

• Linearity (IP2, IP3) enhancement techniques

• Noise reduction by cross-correlation techniques (as in Spectrum Analyser)

• I and Q magnitude and phase imbalance

• TI-ADC impairments

• Clock spur cancellation …

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Page 34: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Example - clock spur cancellation

� Clock spur reduced by 40dB

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Page 35: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Overview

35

� Evolution Trends of Spectrum Usage

� TV White Spaces

o Interest

oUsage example

oHardware Radio Challenges

� Cognitive Radio and ADCs challenges and directions

� Receiver challenges

� Some Solution Directions

oRF filtering Interference

o Interference Cancellation

oDigital assistance of dirty RF

� Conclusion

Séminaire SCEE, Supélec, 19 Mars 2014

Page 36: Cognitive Radio opportunities and RF Receiver Challenges. · Conclusion Cognitive Radio receiver challenges are interdisciplinary in nature (RF, analog, digital signal processing,

Conclusion

� Cognitive Radio receiver challenges are

interdisciplinary in nature (RF, analog, digital signal

processing, …)

� Capitalize on CMOS technology and DSP but think out

of the box

o Make optimum use of Switches and Cap in CMOS

technologies to built RF functions

o Make optimum use of technology speed and high speed

clock possibility

o Digitally assist dirty RF & Analog to boost the performances

36Séminaire SCEE, Supélec, 19 Mars 2014