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In-band Full-duplex in Hand-held Applications:
Analysis of canceller tuning requirements
Leo Laughlin, Chunqing Zhang, Mark Beach and Kevin Morris
Communication and Networks Group, University of Bristol, Bristol. UK
http://www.bristol.ac.uk/engineering/research/csn/
IEEE WIAD: SENSE Workshop. KCL, London.
27th June 2018
Communication Systems & Networks Group
University of Bristol
Outline
2
➢ Background
➢ Electrical Balance Duplexer
➢ User interaction antenna measurements
➢ Simulated adaptive self-interference canceller
➢ Results
➢ Conclusions
Communication Systems & Networks Group
University of Bristol
Background: Spectral Issues 3
24.3 Exabytes per month of mobile data traffic by 2019 [1]
10 Times
Mobile Data Traffic ↑
Mobile Connections in 5G… 2020 ↑
V2V
Useable Frequency Allocations
Spectrum Shortage
Explosive Requirements
?
United States’ Radio Spectrum Frequency Allocations [3]
China Mobile 2014 [2]: 39.4 million net additional customers.
This figure should goes up, 720,000 4G BS put in use in 2014.
Smart
City
[1] Cisco Visual Networking Index: Global Mobile Data Traffic Forecast Update, 2014–2019.
[2] “China Mobile’s annual report 2014”. [Online]: www.chinamobileltd.com/en/ir/reports/ar2014.pdf
[3] [Online] http://www.ntia.doc.gov/files/ntia/publications/spectrum_wall_chart_aug2011.pdf
Communication Systems & Networks Group
University of Bristol
Bi-directional “Duplex” Communication 4
>20dBm
<-90dBm
Transmitter
Receiver
Antenna
Self Interference
Current systems:
• Time Division Duplexing (TDD)
• Frequency Division Duplexing (FDD)
Communication Systems & Networks Group
University of Bristol
Time Division Duplexing 5
Fc
Frequency
Time
Communication Systems & Networks Group
University of Bristol
Frequency Division Duplexing 6
Frequency
Time
F2
F1
Communication Systems & Networks Group
University of Bristol
In-Band Full-Duplex 7
Frequency
Time
Fc
Transmitting and receiving on the same frequency at the same time
Communication Systems & Networks Group
University of Bristol
Full Duplex – New Approach?
8
Single Frequency Tactical Manpack, 1980
Chris Richardson (Roke), UK patent PhD Student: S Chen, Bristol 1997
‘Duplex Free’
S. Chen, M. Beach, and J. McGeehan, “Division-
free duplex for wireless applications," Electronics
Letters, vol. 34, no. 2, pp. 147-148, jan 1998.
Communication Systems & Networks Group
University of Bristol
In-Band Full-Duplex Research
9
Rice University Stanford University
Tx chain
Tx
Signal
Rx
Signal
A
τ
Rx chain
Yonsei University
Tx chain
Tx
Signal
Rx
Signal
A
τ
Rx chain
Tx chain
Tx
Signal
Rx
Signal
A
τ
Rx chain
EBD
DUPLO Project University of Bristol
Tx chain
Tx
Signal
Rx
Signal Rx chain
EBDTx chain
Cancellation
Signal
Communication Systems & Networks Group
University of Bristol
Electrical Balance Duplexer
10
PA LNATx Rx
ZBAL
0ᵒ0ᵒ
0ᵒ 180ᵒ
ZANT
High isolation achieved when ZBAL = ZANT
Self Interference
Cancellation
Communication Systems & Networks Group
University of Bristol
EBD isolation – frequency domain. 11
Limited isolation bandwidth due to frequency domain antenna impedance variation.
Communication Systems & Networks Group
University of Bristol
EBD isolation – time domain.
➢ Antenna impedance is time variant due to environmental interaction.
➢ Balancing impedance must track antenna impedance to maintain isolation.
➢ This process is performed by a balancing algorithm.
EBD adaptation requirements have been investigated by measuring dynamic
antenna reflection coefficient and embedding this in circuit simulations
Measure antenna S11
Simulated duplexer
Antenna S11 data
Communication Systems & Networks Group
University of Bristol
Antenna measurements
➢ Antenna is enclosed in
mobile phone housing
➢ Antenna S11 measured
every 1.25 ms
➢ “User” is making texting
and browsing motions to
emulate hand-held scenario
Communication Systems & Networks Group
University of Bristol
EBD isolation – time domain.
➢ EBD simulation uses measured antenna and simulated balancing network to
calculated Tx-Rx isolation
𝐺 ω, 𝑡 =
1
4
( Γ𝑎𝑛𝑡𝑒𝑛𝑛𝑎 ω, 𝑡 − Γ𝑏𝑎𝑙𝑎𝑛𝑐𝑒 ω, 𝑡 )
Measured
antenna S11
Calculated S11 of
Ideal tunable RC
balancing circuit
Calculated
Tx-Rx gain
Communication Systems & Networks Group
University of Bristol
Simulated adaptive balancing behaviour
15
➢ Isolation depends on tracking behaviour of balancing circuit
➢ Three adaptation behaviours are shown here
➢ Ideal balancing. The optimal balancing
impedance is recalculated for each antenna
measurement.
➢ Static balancing. Balancing impedance is
calculated based on the first antenna measurement and
then not updated.
➢ Idealized Adaptation (LRA). Balancing
impedance is updated at a given interval. This is
equivalent to running an ideal balancing algorithm
➢ this work the simulated EBD is using a 5 ms adaptation interval
➢ This is sufficient to maintain isolation >50 dB in the user interaction scenario
Communication Systems & Networks Group
University of Bristol
Simulated EBD with digital cancellation
16
Simulated EBD
with measured
antenna
dynamics
Adaptive digital
canceller with
different adaptation
behaviours
Tx signal Residual SI
• Dynamic SI channel through EBD
• Digital canceller must adapt to
maintain isolation
• Residual SI is observed for
difference digital canceller
adaptation behaviours
Communication Systems & Networks Group
University of Bristol
Simulated EBD with digital cancellation:
Idealised digital cancellation
17
➢ Updates digital canceller coefficients to optimum values at a given interval.
Communication Systems & Networks Group
University of Bristol
Simulated EBD with digital cancellation:
Least means squared (LMS) algorithm
18
➢ Runs the LMS algorithm at a given rate.
➢ Noise floor is at -100 dB for both types of cancellation
Communication Systems & Networks Group
University of Bristol
Results: EBD with Ideal Digital Canceller
19
➢ EBD is re-balancing at 5ms intervals
➢ EBD isolation varies across 39-53 dB
(for this particular antenna measurement)
➢ Ideal digital canceller shows large
degradation in cancellation performance
between coefficient updates.
➢ A very fast update cycle of 50 us is
required to achieve ~80 dB isolation.
➢ This is a substantial processing
overhead, may not be feasible
Communication Systems & Networks Group
University of Bristol
Results: EBD with Ideal Digital Canceller
20
➢ CDF of isolation for different coefficient update
rates gives insight into adaptation
requirements
➢ A very fast update cycle of 50 us is required to
achieve >80 dB isolation for 98% of the time.
➢ This is a substantial processing overhead, may
not be feasible.
➢ Achieving higher isolation would require even
faster adaptation.
Communication Systems & Networks Group
University of Bristol
Results: EBD with LMS Digital Canceller
21
➢ EBD rebalancing causes a step
change in the SI channel.
➢ This causes a large spike in SI, and
the LMS algorithm takes time to
reconverge.
50 ns step interval
Communication Systems & Networks Group
University of Bristol
Results: EBD with LMS Digital Canceller
22
50 ns step interval 25 us step interval
Communication Systems & Networks Group
University of Bristol
Results: EBD with LMS Digital Canceller
23
➢ 1 us LMS step interval is required to
achieve >80 dB isolation.
➢ Also a substantial processing
overhead.
Communication Systems & Networks Group
University of Bristol
Conclusions
24
➢ The effect of the users hand movements on a handheld device causes substantial
variations in the self-interference channel.
➢ This imposes stringent requirements on the adaptation of digital canceller
coefficients.
➢ In-Band Full-duplex may not be realistic in this scenario – however, these devices
are not always hand-held, and the users hand may also be static for much of the
time.
Communication Systems & Networks Group
University of Bristol
Thanks & Questions?
25

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In-band Full-Duplex in Hand-held Applications: Analysis of canceller tuning requirements

  • 1. In-band Full-duplex in Hand-held Applications: Analysis of canceller tuning requirements Leo Laughlin, Chunqing Zhang, Mark Beach and Kevin Morris Communication and Networks Group, University of Bristol, Bristol. UK http://www.bristol.ac.uk/engineering/research/csn/ IEEE WIAD: SENSE Workshop. KCL, London. 27th June 2018
  • 2. Communication Systems & Networks Group University of Bristol Outline 2 ➢ Background ➢ Electrical Balance Duplexer ➢ User interaction antenna measurements ➢ Simulated adaptive self-interference canceller ➢ Results ➢ Conclusions
  • 3. Communication Systems & Networks Group University of Bristol Background: Spectral Issues 3 24.3 Exabytes per month of mobile data traffic by 2019 [1] 10 Times Mobile Data Traffic ↑ Mobile Connections in 5G… 2020 ↑ V2V Useable Frequency Allocations Spectrum Shortage Explosive Requirements ? United States’ Radio Spectrum Frequency Allocations [3] China Mobile 2014 [2]: 39.4 million net additional customers. This figure should goes up, 720,000 4G BS put in use in 2014. Smart City [1] Cisco Visual Networking Index: Global Mobile Data Traffic Forecast Update, 2014–2019. [2] “China Mobile’s annual report 2014”. [Online]: www.chinamobileltd.com/en/ir/reports/ar2014.pdf [3] [Online] http://www.ntia.doc.gov/files/ntia/publications/spectrum_wall_chart_aug2011.pdf
  • 4. Communication Systems & Networks Group University of Bristol Bi-directional “Duplex” Communication 4 >20dBm <-90dBm Transmitter Receiver Antenna Self Interference Current systems: • Time Division Duplexing (TDD) • Frequency Division Duplexing (FDD)
  • 5. Communication Systems & Networks Group University of Bristol Time Division Duplexing 5 Fc Frequency Time
  • 6. Communication Systems & Networks Group University of Bristol Frequency Division Duplexing 6 Frequency Time F2 F1
  • 7. Communication Systems & Networks Group University of Bristol In-Band Full-Duplex 7 Frequency Time Fc Transmitting and receiving on the same frequency at the same time
  • 8. Communication Systems & Networks Group University of Bristol Full Duplex – New Approach? 8 Single Frequency Tactical Manpack, 1980 Chris Richardson (Roke), UK patent PhD Student: S Chen, Bristol 1997 ‘Duplex Free’ S. Chen, M. Beach, and J. McGeehan, “Division- free duplex for wireless applications," Electronics Letters, vol. 34, no. 2, pp. 147-148, jan 1998.
  • 9. Communication Systems & Networks Group University of Bristol In-Band Full-Duplex Research 9 Rice University Stanford University Tx chain Tx Signal Rx Signal A τ Rx chain Yonsei University Tx chain Tx Signal Rx Signal A τ Rx chain Tx chain Tx Signal Rx Signal A τ Rx chain EBD DUPLO Project University of Bristol Tx chain Tx Signal Rx Signal Rx chain EBDTx chain Cancellation Signal
  • 10. Communication Systems & Networks Group University of Bristol Electrical Balance Duplexer 10 PA LNATx Rx ZBAL 0ᵒ0ᵒ 0ᵒ 180ᵒ ZANT High isolation achieved when ZBAL = ZANT Self Interference Cancellation
  • 11. Communication Systems & Networks Group University of Bristol EBD isolation – frequency domain. 11 Limited isolation bandwidth due to frequency domain antenna impedance variation.
  • 12. Communication Systems & Networks Group University of Bristol EBD isolation – time domain. ➢ Antenna impedance is time variant due to environmental interaction. ➢ Balancing impedance must track antenna impedance to maintain isolation. ➢ This process is performed by a balancing algorithm. EBD adaptation requirements have been investigated by measuring dynamic antenna reflection coefficient and embedding this in circuit simulations Measure antenna S11 Simulated duplexer Antenna S11 data
  • 13. Communication Systems & Networks Group University of Bristol Antenna measurements ➢ Antenna is enclosed in mobile phone housing ➢ Antenna S11 measured every 1.25 ms ➢ “User” is making texting and browsing motions to emulate hand-held scenario
  • 14. Communication Systems & Networks Group University of Bristol EBD isolation – time domain. ➢ EBD simulation uses measured antenna and simulated balancing network to calculated Tx-Rx isolation 𝐺 ω, 𝑡 = 1 4 ( Γ𝑎𝑛𝑡𝑒𝑛𝑛𝑎 ω, 𝑡 − Γ𝑏𝑎𝑙𝑎𝑛𝑐𝑒 ω, 𝑡 ) Measured antenna S11 Calculated S11 of Ideal tunable RC balancing circuit Calculated Tx-Rx gain
  • 15. Communication Systems & Networks Group University of Bristol Simulated adaptive balancing behaviour 15 ➢ Isolation depends on tracking behaviour of balancing circuit ➢ Three adaptation behaviours are shown here ➢ Ideal balancing. The optimal balancing impedance is recalculated for each antenna measurement. ➢ Static balancing. Balancing impedance is calculated based on the first antenna measurement and then not updated. ➢ Idealized Adaptation (LRA). Balancing impedance is updated at a given interval. This is equivalent to running an ideal balancing algorithm ➢ this work the simulated EBD is using a 5 ms adaptation interval ➢ This is sufficient to maintain isolation >50 dB in the user interaction scenario
  • 16. Communication Systems & Networks Group University of Bristol Simulated EBD with digital cancellation 16 Simulated EBD with measured antenna dynamics Adaptive digital canceller with different adaptation behaviours Tx signal Residual SI • Dynamic SI channel through EBD • Digital canceller must adapt to maintain isolation • Residual SI is observed for difference digital canceller adaptation behaviours
  • 17. Communication Systems & Networks Group University of Bristol Simulated EBD with digital cancellation: Idealised digital cancellation 17 ➢ Updates digital canceller coefficients to optimum values at a given interval.
  • 18. Communication Systems & Networks Group University of Bristol Simulated EBD with digital cancellation: Least means squared (LMS) algorithm 18 ➢ Runs the LMS algorithm at a given rate. ➢ Noise floor is at -100 dB for both types of cancellation
  • 19. Communication Systems & Networks Group University of Bristol Results: EBD with Ideal Digital Canceller 19 ➢ EBD is re-balancing at 5ms intervals ➢ EBD isolation varies across 39-53 dB (for this particular antenna measurement) ➢ Ideal digital canceller shows large degradation in cancellation performance between coefficient updates. ➢ A very fast update cycle of 50 us is required to achieve ~80 dB isolation. ➢ This is a substantial processing overhead, may not be feasible
  • 20. Communication Systems & Networks Group University of Bristol Results: EBD with Ideal Digital Canceller 20 ➢ CDF of isolation for different coefficient update rates gives insight into adaptation requirements ➢ A very fast update cycle of 50 us is required to achieve >80 dB isolation for 98% of the time. ➢ This is a substantial processing overhead, may not be feasible. ➢ Achieving higher isolation would require even faster adaptation.
  • 21. Communication Systems & Networks Group University of Bristol Results: EBD with LMS Digital Canceller 21 ➢ EBD rebalancing causes a step change in the SI channel. ➢ This causes a large spike in SI, and the LMS algorithm takes time to reconverge. 50 ns step interval
  • 22. Communication Systems & Networks Group University of Bristol Results: EBD with LMS Digital Canceller 22 50 ns step interval 25 us step interval
  • 23. Communication Systems & Networks Group University of Bristol Results: EBD with LMS Digital Canceller 23 ➢ 1 us LMS step interval is required to achieve >80 dB isolation. ➢ Also a substantial processing overhead.
  • 24. Communication Systems & Networks Group University of Bristol Conclusions 24 ➢ The effect of the users hand movements on a handheld device causes substantial variations in the self-interference channel. ➢ This imposes stringent requirements on the adaptation of digital canceller coefficients. ➢ In-Band Full-duplex may not be realistic in this scenario – however, these devices are not always hand-held, and the users hand may also be static for much of the time.
  • 25. Communication Systems & Networks Group University of Bristol Thanks & Questions? 25