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pCell Technology: Delivering 5Ggrade Performance to 4G LTE Devices IEEE CommunicaAon Theory Workshop May 16 th , 2016 Patents, Patents Pending May 16, 2016 Page 1 Antonio Forenza, PhD Cofounder & CTO, Artemis Networks

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Page 1: pCell%Technology:%Delivering%5G4grade% …ctw2016.ieee-ctw.org/slides/ctw16_Forenza.pdf · Indoor%Trials% May%16,%2016% Patents,%Patents%Pending% Page%21%. ... • [ZTE’16]%“ZTE%wins%two%awards%atMWC”,%Feb.%2016%

pCell  Technology:  Delivering  5G-­‐grade  Performance  to  4G  LTE  Devices  

 

IEEE  CommunicaAon  Theory  Workshop  May  16th,  2016    

Patents,  Patents  Pending  May  16,  2016   Page  1  

 Antonio  Forenza,  PhD  Co-­‐founder  &  CTO,  Artemis  Networks  

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Outline  

•  Background  •  pCell:  how  it  works  •  SDR  wireless  plaTorm    •  Experimental  results  •  Conclusions  

May  16,  2016   Patents,  Patents  Pending   Page  2  

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Forecast  of  Mobile  Data  Traffic  

May  16,  2016   Patents,  Patents  Pending   Page  3  

Global  Mobile  Data  Traffic  (Actual/Projected)  

ExaB

ytes/m

onth  

[Cisco’16]  “Cisco  visual  network  index:  global  mobile  data  traffic  forecast  update  2015-­‐2020”  February  2016  

CAGR  =  40-­‐70%  

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SoluAons  to  Spectrum  Crunch  

May  16,  2016   Patents,  Patents  Pending   Page  4  

•  3  soluAons  [Qualcomm,  SKT,  Nokia]  •  More  cell  density  •  More  spectrum  •  More  spectral  efficiency  

“New   forecasts   show   much  more  spectrum  is  needed.”    “Operators  will  conAnue  to  deploy  new   cells,   including   small   cells,  and   will   conAnue   to   upgrade  networks   to   state-­‐of-­‐the-­‐art   4G  LTE   technology   to   take  advantage  of   improved   spectral   efficiency,  but  that  is  not  enough.”    [CTIA’15]  CTIA  report  to  FCC,  June  22,  2015    

Spectrum  

Cell  density  

Spectral  efficiency  

Current  performance  

Future  performance  

[3GPP]  K.  Mallinson,  “2020  vision  for  LTE”,  June  2012  

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More  Cell  Density  

•  Small  cells  perform  poorly  •  Intercell  interference  [Andrews’15]  •  Handoff  overhead  [3GPP-­‐TR36.839]  

•  SoluAons  •  SON  and  ICIC  [AT&T’12][Mao’08]  •  CoMP  [3GPP-­‐TR36.819][ChinaMob’11]  

•  High  cost,  difficult  deployment  •  Zoning  permits  •  Backhaul    

Patents,  Patents  Pending  May  16,  2016   Page  5  

“AT&T has dropped plans to deploy 40,000 small cells on its network by the end of 2015” Fierce  Wireless,  March  2015  

[Andrews’15]  

[BS/Km3] 0

BS-­‐to-­‐BS  distance  of  50m  

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More  Spectrum  

Patents,  Patents  Pending  May  16,  2016   Page  6  

•  NaAonal  Broadband  Plan  [FCC’10]    •  547  MHz  available  in  2010  for  mobile  broadband  •  Allocate  500  MHz  by  2020  

•  LTE-­‐U  [Forum’15][Qualcomm’15]  •  Operate  LTE  in  ISM  unlicensed  5GHz  band    •  Use  200  MHz  of  spectrum  (+300  MHz  for  future  use)  

•  Millimeter-­‐wave  [Rappaport’14]  •  Pros:  large  bandwidth  [Heath’16]  

•  BW=4GHz  @  28  and  38  GHz  •  BW=7GHz  @  60  GHz  

•  Cons:  pathloss,  body  absorpAon  (blocking)  •  Short-­‐range  links,  up  to  200m  •  ApplicaAons:  WiGig  fronthaul  [Facebook’16]  

[Qualcomm’15]  

[Facebook’16]  

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More  Spectral  Efficiency  

•  Massive-­‐MIMO  •  Theory:  asymptoAcally  noise/interference-­‐free  links  [Marzeqa’10][Larsson’14]    •  Requires  upgrade  to  4G  LTE  standard,  proposed  for  Pre-­‐5G  [3GPP-­‐Rel.13]    •  PracAcal  only  at  mmWave,  complex  RF  design  •  Centralized  cellular  architecture    

•  Pilot  contaminaAon  •  CoordinaAon  between  cells  

•  4-­‐8x  mux  gain  with  64-­‐128  antennas              [ZTE’16][Intel’16]  

•  pCell  •  Theory:  [Caire’03][Viswanath’03][Yu’04][Foschini’06]    •  Compliant  with  standard  LTE  Rel.8  devices,  readily  deployable  •  Works  at  any  frequency  band,  simple  frequency-­‐agile  RRHs  (pWaves)  •  Distributed  architecture,  no  cells  •  16x  mux  gain  with  24  antennas,  can  scale  to  higher  orders  

Patents,  Patents  Pending  May  16,  2016   Page  7  

4  users,  SNR=10dB  

pCell  C-­‐RAN  

[Samsung’12]   [Larsson’14]  

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Downlink  Spectral  Efficiency  5  MHz,  2-­‐antenna  LTE  devices  

pCell  Performance  Today  

May  16,  2016   Patents,  Patents  Pending   Page  8  

5  10  15  20  25  30  35  40  45  50  55  60  

Spectral  Efficien

cy  (b

ps/H

z)  

pCell  LTE  HSPA+  

[Rysavy’14] Rysavy Research/4G Americas, August 2014

1.2  bps/Hz  per  sector  

59.3  bps/Hz  per  area  ≥1  m2  

1.7  bps/Hz  per  sector  

Presented  results  

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Outline  

•  Background  •  pCell:  how  it  works  •  SDR  wireless  plaTorm    •  Experimental  results  •  Conclusions  

May  16,  2016   Patents,  Patents  Pending   Page  9  

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Cellular  vs.  pCell  Coverage  

Patents,  Patents  Pending  May  16,  2016   Page  10  

Base  StaAon  User  Equipment   Power  distribuAon  

Cellular  Coverage  

pCell  Coverage  

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SINR  Performance  

May  16,  2016   Patents,  Patents  Pending   Page  11  

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pCell  vs.  Cellular  

May  16,  2016   Page  12  

•  500mW  •  20MHz  TDD  •  Max  256-­‐QAM  

•  Benefits  of  pCell      •  High  spectral  efficiency  (spaAal  mulAplexing  gain)  •  Consistent  data  rate,  no  cell-­‐edge  (macro-­‐diversity)  •  No  inter-­‐cell  interference  •  No  handoff  overhead  •  No  near-­‐far  problem  •  PHY-­‐layer  security  •  Precise  locaAon  posiAoning  

Patents,  Patents  Pending  

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SINR  Analysis  

•  System  and  channel  models:  N  transmiqers,  U  users        

•  Volume  of  coherent  signal  [Artemis’15]  

•  Radius  of  volume  of  coherent  signal  

Patents,  Patents  Pending  May  16,  2016   Page  13  

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SINR  Results  

May  16,  2016   Page  14  

Centralized  transmiqers    (ULA  with  λ/2  spacing)  

Distributed  transmiqers  N  =  10,    U  =  8  

Patents,  Patents  Pending  

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Volumes  of  Coherent  Signal  

Patents,  Patents  Pending  May  16,  2016   Page  15  

N  =  16,    U  =  10,    SINRo  =  5dB  

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Outline  

•  Background  •  pCell:  how  it  works  •  SDR  wireless  plaTorm    •  Experimental  results  •  Conclusions  

May  16,  2016   Patents,  Patents  Pending   Page  16  

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Hardware  Architecture  

Patents,  Patents  Pending  May  16,  2016   Page  17  

LTE  UEs  

Internet

pCell Data Center

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Sowware  Architecture  

Patents,  Patents  Pending  May  16,  2016   Page  18  

Internet

pCell Processing

IP Routing

0 1

2

3

4

5

6

7

A

E F

B C

D

H

G

pCell Data Center

Fronthaul

pCell antenna

LTE UE

pCell

eNB  

VRI  0  

eNB  

VRI  1  

eNB  

VRI  2  

eNB  

VRI  3  

eNB  

VRI  4  

eNB  

VRI  5  

eNB  

VRI  6  

eNB  

VRI  7  

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TDD  LTE  Frame  

Patents,  Patents  Pending  May  16,  2016   Page  19  

SF #0 SF #1 SF #2 SF #3 SF #4 SF #5 SF #6 SF #7 SF #8 SF #9 SRS 1 SRS 2 SRS 1 SRS 2

1 msec

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Outline  

•  Background  •  pCell:  how  it  works  •  SDR  wireless  plaTorm    •  Experimental  results  •  Conclusions  

May  16,  2016   Patents,  Patents  Pending   Page  20  

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Indoor  Trials  

May  16,  2016   Patents,  Patents  Pending   Page  21  

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16    iPhone  6  Pluses  in  1  Square  Meter  

May  16,  2016   Patents,  Patents  Pending   Page  22  

1m  x  1m  Plexiglass  table  

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Measured  LTE  MAC-­‐level  SE  

May  16,  2016   Patents,  Patents  Pending   Page  23  

Uplink  (Uniform  Peak:  27.5  bps/Hz)  

18  meters  

Downlink  (Avg.  59.3,  Peak  59.8  bps/Hz)  

14  m

eters  

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Outdoor  Trials  

Patents,  Patents  Pending  May  16,  2016   Page  24  

0.5  to  5W  PA  

Power  (if  Fiber)  

•  Roowops  in  downtown  SF  •  600  roowops  available  •  58  roowops  for  first  trial  •  About  500  pWaves  for  beta-­‐tesAng    

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pWave  RRH  

Patents,  Patents  Pending   Page  25  

•  Wireless  synchronizaAon  •  600  to  6000  MHz  •  0.5  to  5W  EIRP  •  PoE+  or  Fiber  

May  16,  2016  

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pWave  InstallaAons  

Patents,  Patents  Pending  May  16,  2016   Page  26  

Power  (if  Fiber)  

LTE  Antennas  

Fiber,  power  

pWaves  

Frequency-­‐agile  RRH  

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Outline  

•  Background  •  pCell:  how  it  works  •  SDR  wireless  plaTorm    •  Experimental  results  •  Conclusions  

May  16,  2016   Patents,  Patents  Pending   Page  27  

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Conclusions  

•  Higher  SE  is  the  pracAcal  soluAon  to  “spectrum  crunch”  

•  Distributed  antennas  enable  confined  volumes  with  peak  SINR  

•  Volumes  for  mulAple  users  yield  large  spaAal  mulAplexing  gain  

•  Large  mulAplexing  gain  with  a  deployable  SDR  wireless  plaTorm  

May  16,  2016   Patents,  Patents  Pending   Page  28  

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References  

Patents,  Patents  Pending  May  16,  2016   Page  29  

•  [Artemis]  S.G.  Perlman  and  A.  Forenza,  “An  introducAon  to  pCell”,  Feb.  2015.  hqp://www.rearden.com/artemis/An-­‐IntroducAon-­‐to-­‐pCell-­‐White-­‐Paper-­‐150224.pdf  •  [Cisco’16]  Cisco,  “Cisco  visual  network  index:  global  mobile  data  traffic  forecast  update,  2015-­‐2020”,  White  paper,  Feb.  3,  2016

hqp://www.cisco.com/c/en/us/soluAons/collateral/service-­‐provider/visual-­‐networking-­‐index-­‐vni/mobile-­‐white-­‐paper-­‐c11-­‐520862.html    •  [Qualcomm]  “The  1000x  mobile  data  challenge”,  Nov.  2013  hqps://www.qualcomm.com/invenAon/1000x  •  [SKT]  H.  Park,  “Efficient  spectrum  resource  usage  for  next-­‐generaAon  N/W”,  SK  Telecom,  3GPP  workshop  on  Rel.12  and  onwards,  Jun.  2012  

hqp://www.3gpp.org/wp/workshop/2012-­‐06-­‐11_12_RAN_REL12/Docs/RWS-­‐120020.zip  •  [Nokia]  “Support  up  to  1000  Ames  more  capacity”,  hqp://networks.nokia.com/innovaAon/technology-­‐vision/1000x-­‐capacity  •  [3GPP]  K.  Mallinson,  “2020  vision  for  LTE”,  3GPP,  June  2012  hqp://www.3gpp.org/news-­‐events/press-­‐clippings/1261-­‐2020-­‐vision-­‐for-­‐lte  •  [CTIA’15]  Sawanobori,  T.,  Roche,  R.,  “Mobile  Data  Demand:  Growth  Forecasts  Met”,  June  22,  2015.  CTIA.  

hqp://www.cAa.org/docs/default-­‐source/default-­‐document-­‐library/062115mobile-­‐data-­‐demands-­‐white-­‐paper.pdf  •  [Andrews’15]  A.K.  Gupta,  X.  Zhang,  J.G.  Andrews,  “PotenAal  throughput  in  3D  ultradense  cellular  networks,”  IEEE  Asilomar  Conf.  on  Sign.  Syst.  and  Comp.,  Nov.  2015  

[3GPP-­‐TR36.839]  3GPP,  “Mobility  Enhancements  in  Heterogeneous  Networks  (Release  11),”  TR  36.839,  v11.0.0,  Sep.  2012  hqp://www.3gpp.org/dynareport/36839.htm  •  [AT&T’12]  “AT&T  deploying  SON  technology  as  part  of  latest  network  upgrades”,  Feb.  2012  hqp://www.cellular-­‐news.com/story/Operators/53297.php      •  [Mao’08]  X.  Mao,  A.  Maaref,  K.  H.  Teo  “AdapAve  Sow  Frequency  Reuse  for  Inter-­‐Cell  Interference  CoordinaAon  in  SC-­‐FDMA  Based  3GPP  LTE  Uplinks,”  Globecom,  2008  •  [3GPP-­‐TR36.819]  3GPP  TR  36.819,  “Coordinated  mulA-­‐point  operaAon  for  LTE  physical  layer  aspects  (Rel.  11)”,  Dec.  2011,  hqp://www.qtc.jp/3GPP/Specs/36819-­‐b10.pdf  •  [ChinaMob’11]  “C-­‐RAN,  the  road  towards  green  RAN”,  Oct.  2011  hqp://labs.chinamobile.com/cran/wp-­‐content/uploads/CRAN_white_paper_v2_5_EN.pdf,  p,  22    •  [AT&T’15]  Fierce  Wireless,  “AT&T  drops  goal  of  deploying  40,000  small  cells  on  its  network  by  end  of  2015,”  Mar.  2015

hqp://www.fiercewireless.com/story/aq-­‐drops-­‐goal-­‐deploying-­‐40000-­‐small-­‐cells-­‐end-­‐2015-­‐ciAng-­‐benefits-­‐leap-­‐de/2015-­‐03-­‐05  •  [FCC’10]  FCC,  “ConnecAng  America:  the  naAonal  broadband  plan”,  p.84  hqp://download.broadband.gov/plan/naAonal-­‐broadband-­‐plan.pdf    •  [Forum’15]  LTE-­‐U  Forum,  “Coexistence  study  for  LTE-­‐U  SDL,”  LTE-­‐U  technical  report,  Feb.  2015  

hqp://www.lteuforum.org/uploads/3/5/6/8/3568127/lte-­‐u_forum_lte-­‐u_technical_report_v1.0.pdf  •  [Qualcomm’15]  “LTE-­‐U/LAA,  MuLTEfire  and  Wi-­‐Fi,  making  best  use  of  unlicensed  spectrum,”  Sep.  2015  

hqps://www.qualcomm.com/media/documents/files/making-­‐the-­‐best-­‐use-­‐of-­‐unlicensed-­‐spectrum-­‐presentaAon.pdf  

 

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References  

Patents,  Patents  Pending  May  16,  2016   Page  30  

•  [Heath’16]  R.W.  Heath,  “Millimeter  wave  for  5G  finding  a  new  spectrum  mother  load,”  Invited  talk,  Jan.  2016  hqp://www.ece.utexas.edu/~rheath/presentaAons/2016/MillimeterWave5GFindingNewSpectrumMotherLoad.pdf  

•  [Rappaport’14]  T.  Rappaport,  “Millimeter  wave  cellular  communicaAons,”  IEEE  Comm.  Theory  Workshop,  May  2014  hqp://www.ieee-­‐ctw.org/2014/slides/session1/Ted_Rappaport_CTW2014.pdf  

•  [Facebook’16]  The  Verge,  “Facebook’s  new  gigabit  Wi-­‐Fi  system  is  coming  to  San  Jose”,  Apr.  13th,  2016hqp://www.theverge.com/2016/4/13/11410818/facebook-­‐terragraph-­‐gigabit-­‐wifi-­‐millimeter-­‐wave  

•  [Marzeqa’10]  T.  L.  Marzeqa,  “NoncooperaAve  cellular  wireless  with  unlimited  numbers  of  base  staAon  antennas,”  IEEE  Trans.  on  Wireless  Commun.,  vol.  9,  no.  11,  pp.  3590–3600,  Nov.  2010.  

•  [Larsson’14]  E.  Larsson,  O.  Edfors,  and  T.L.  Marzeqa,  “Massive  MIMO  for  next  generaAon  wireless  systems”,  IEEE  Comm.  Magazine,  pp.186-­‐195,  Feb.  2014.    •  [3GPP-­‐Rel.13]  D.  Flore,  “IniAal  prioriAes  for  the  evoluAon  of  the  evoluAon  of  LTE  in  Release-­‐13”,  3GPP  RAN,  Sep.  20,  2014.  

hqp://www.3gpp.org/news-­‐events/3gpp-­‐news/1628-­‐rel13    •  [ZTE’16]  “ZTE  wins  two  awards  at  MWC”,  Feb.  2016  hqps://www.youtube.com/watch?v=tO1a6ESsO5w  •  [Intel’16]  Intel  “How  will  Massive  MIMO  Improve  5G  Data  Transfers?  Intel  Explains”,  Feb.  2016  hqps://www.youtube.com/watch?v=k3ZqaxikXdk  •  [Samsung’12]  Y.  Kim,  “Full  dimension  MIMO  and  beamforming  technologies  for  B4G,”  Samsung,  Oct.  2012  •  [Caire’03]  G.  Caire  and  S.  Shamai  (Shitz),  “On  the  achievable  throughput  of  a  mulAantenna  Gaussian  broadcast  channel,”  IEEE  Trans.  on  Inform.  Theory,  vol.  49,  pp.  1691–

1706,  July  2003.  •  [Viswanath’03]  S.  Vishwanath,  N.  Jindal,  and  A.  Goldsmith,  “Duality,  achievable  rates,  and  sum-­‐rate  capacity  of  Gaussian  MIMO  broadcast  channels,”  IEEE  Trans.  on  Inform.  

Theory,  vol.  49,  pp.  2658–2668,  Oct.  2003.  •  [Yu’04]  W.  Yu  and  J.M.  Cioffi,  “Sum  capacity  of  Gaussian  vector  broadcast  channels,”  IEEE  Trans.  on  Inform.  Theory,  vol.  50,  pp.  1875–1892,  Sept.  2004.  •  [Foschini’06]  G.  J.  Foschini,  M.  K.  Karakayali,  and  R.  A.  Valenzuela,  “CoordinaAng  mulAple  antenna  cellular  networks  to  achieve  enormous  spectral  efficiency,”  Proceedings  

of  the  IEEE,  vol.  153,  no.  4,  pp.  548–555,  Aug.  2006  •  [Artemis’15]  A.  Forenza,  S.G.  Perlman,  F.  Saibi,  M.  Di  Dio,  R.  van  der  Laan,  G.  Caire,  “Achieving  large  mulAplexing  gain  in  distributed  antenna  systems  via  cooperaAon  with  

pCell  technology,”  IEEE  Asilomar  Conference,  Pacific  Grove,  CA,  Nov.  8-­‐11,  2015  •  [Svantesson’00]  T.  Svantesson,  “A  study  of  polarizaAon  diversity  using  an  electromagneAc  spaAo-­‐temporal  channel  model,”  Proc.  IEEE  Veh.  Tech.  Conf.,  vol.  1,  Sep.  2000.  •  [Poon’05]  A.S.Y.  Poon,  R.W.  Brodersen,  and  D.N.C.  Tse,  “Degrees  of  freedom  in  mulAple-­‐antenna  channels:  A  signal  space  approach,”  IEEE  Trans.  Info.  Th.,  Feb.  2005.  

 

 

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Thank  you  

Patents,  Patents  Pending  May  16,  2016   Page  31