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“5G, Special Generation”
Professor Rahim Tafazolli
Director Institute for Communication Systems (ICS), 5GIC
Institute for Communication Systems
Home of
5G Innovation Centre
ICS’S STRENGTHS
Wednesday,	13	July	16	 2
§  WELL	KNOWN	RESEARCH	INSTITUTE	IN	
COMMUNICATIONS	INTERNATIONALLY,	
PARTICULARLY	IN	EUROPE	
§  GOOD	NETWORKING	WITH	INDUSTRY	AND	
ACADEMIA	
§  GOOD	AWARENESS	OF	STRATEGIC	AND	HOT	
RESEARCH	AREAS	–	
§  TO	SOME	EXTENT	WE	ARE	THE	DRIVERS
COMMUNICATION AND INFORMATION SYSTEMS
Wednesday,	13	July	16	 3
§  MOBILE	CELLULAR		
§  	4G,	5G,	B5G	
§  WIFI	
§  .11g,	n,	ac,	ax..	
§  SATELLITE	
§  Broadband	Fixed	
§  Broadband	Mobile	–	BB	on	the	move	
§  Broadcast	–	passenger	vehicles	
§  MACHINE	TO	MACHINE		
§  ZigBee,	LTE-M	
§  VEHICLE	TO	VEHICLE	COMMUNICATIONS	
§  802.11p,	LTE-V	
§  FUTURE	INTERNET	
§  IOT
University of Surrey, 5GIC
Wednesday,	13	July	16	 4	r.tafazolli@surrey.ac.uk		 	#5GIC
WHAT 5G IS NOT
Wednesday,	13	July	16	 5
JUST MORE OF THE SAME
5G is
Wednesday,	13	July	16	 6
Enabler of Connected Economy and Society
WIRELESS CONNECTIVITY
BETWEEN PEOPLE AND DEVICES
FOR THE PEOPLE
Wednesday,	13	July	16	 7
5G IN 2020 AND BEYOND
§  Enhanced Mobile Broadbandè 10/20Gbps or 1000x more capacity/area
§  Massive Machine Type Communicationsè 106 devices/km2
§  Ultra-reliable and Low Latency Communicationsè >99.999 and <1ms
NEW RADIO
Wednesday,	13	July	16	 8
1.  OBE to the unavailable band between available fragments is the same as that of OFDM
2.  For single carrier design 3. SFDM is 5GIC proposal
9
Figure	of	Merit	 OFDM	 FOFDM	 WOFDM	 FBMC	 GFDM	 UFMC	 SFDM3	
PAPR	 High	 High	 High	 High	 Moderate2	 High	 Low	
OBE	 High	 Low1	 Low	 Low	 Low	 Low	 Low	
SE	 Low	 Low	 Low	 High	 High	 High	 High	
ComputaLonal	
Complexity	
Low	 Moderate	 Moderate	 High	 High	 High	 Moderate	
Short-burst	traffic	 No	 No	 No	 No		
Yes	with	the	5GIC	
soluLon	
Yes	 Yes	 Yes	
Fragmented	spectrum	 No	 No1	 Yes	 Yes	 Yes	 Yes	 Yes	
L1	Latency	 High	 High	 High	 High	
Low	with	the	5GIC	
soluLon	
Moderate	 Low	 Low	
Support	for	
MIMO	 Yes	 Yes	 Yes	 No		
Yes	with	5GIC	
soluLon	
Yes	 Yes	 Yes	
Higher	order	
modulaLon	
Yes	 Yes	 Yes	 Yes,	with	5GIC		
soluLon	
Yes	 TBI	 Yes	
NOMA	 Yes	 Yes	 Yes	 Involved	 Yes	 TBI	 TBI
SCALABLE FDM
10
SCALABLE FREQUENCY DIVISION MULTIPLEXING
10 15 20 25
10
-3
10
-2
10
-1
10
0
Es/N0
CRLB/MSE
MSE with G dep. ZC
MSE with G dep. SYM
CRLB with G
CRLB without G
5 10 15 20 25 30 35
10
-4
10
-3
10
-2
10
-1
10
0
Eb/N0 [ dB ]
BER
QPSK
16QAM
64QAM
256QAM
1024QAM
Best OBE
Lowest PAPR
CSI estimate’s
MMSE bound
approaching
Scalable
with high
order
mod
0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 0.45 0.5
-70
-60
-50
-40
-30
-20
-10
0
10
Normalized frequency fs
NormalizedPSD[dB]
OFDM
TB-GFDM
HTO-GFDM
HTO-GFDM-A
OFDM
TB-SFDM
HTO-SFDM
HTO-SFDM-A
0 2 4 6 8 10 12
10
-5
10
-4
10
-3
10
-2
10
-1
10
0
PAPR in dB
CCDF
OFDM equ.10-Clus.
GFDM α=0.5 2-Clus
GFDM α=0.1 2-Clus
OFDM
TB-SFDM
HTO-SFDM
MU-MIMO MAP
Wednesday,	13	July	16	 11
Size of MU-MIMO
NETWORKTHROUGHPUT
4x4 8x8 128 x128 1024x1024
LTE
MASS CONNECTIVITY
Wednesday,	13	July	16	 12
Towards 1 Million per km 2
•  NOVEL TECHNIQUE OF SCMA FOR IOT
•  IN COOPERATION WITH HUAWEI
•  300% MORE CONNECTIVITY THAN 4G
•  TRANSMISSION OF 4K ( ULTRA HIGH DEFINITION) VIDEO
ON A MOBILE NETWORK
•  IN COOPERATION WITH HUAWEI AND BBC R&D
•  1ST IN THE WORLD
RELIABILITY, RESILIENCE & AVAILABILITY
§  EQUALLY IMPORTANT TO LOW LATENCY
§  “ALWAYS SUFFICIENT”… MULTIPLE NETWORKS AND IMPOSSIBLE WITH ONE NETWORK
§  FIXED-MOBILE CONVERGENCE
§  SPECTRUM AGILITY: ALL SPECTRUM INCLUDING LICENSED AND LICENSED-EXEMPT BANDS
§  CELL EDGE CAPACITY PROBLEM
§  NETWORK AGILITY: TRANSPORT/NETWORKING/ROUTING PROTOCOLS, SOFTWARE-BASED NETWORK ARCHITECTURE AND
SDNETWORKING
§  DISTRIBUTED CONTROL BETWEEN DEVICE AND NETWORK. NEW FLEXIBLE MAC NEEDED (MORE CONTROL TO DEVICE)
Wednesday,	13	July	16	 13
>99.9999..99
RESILIENCE BY DUPLICATION AND ADDING REDUNDANCY IS NOT THE ANSWER
LATENCY
§  LOW LATENCIES AT ALL LAYERS, NEW PARALLEL SIGNAL PROCESSING AND COMPUTING ALGORITHMS
§  MOST DELAYS IN PREVIOUS GENERATIONS DUE TO C-PLANE SIGNALLING
§  NEW END-TO-END SIGNALLING ARCHITECTURES
§  NEW RAN
§  NEW NETWORK ARCHITECTURE (CACHING, EDGE COMPUTING..)
§  NEW APPLICATION PROTOCOLS…
Wednesday,	13	July	16	 14
NOT ONLY FOR MISSION CRITICAL APPLICATION BUT MAKING NETWORKING AND ADVANCED RADIO TECHNOLOGIES WORK
EFFICIENTLY
HIGHER SPEED → does not yield┴ LOWER LATENCY
BUT
LOWER LATENCY → yields┴ HIGHER SPEED
4G INITIAL CALL SETUP TOTAL DELAY (FROM RRC IDL > CONNECTED MODE) : ~ 80 MS
THROUGHPUT VS. BANDWIDTH AND LATENCY (ROUND-TRIP TIME)
Wednesday,	13	July	16	 15
§  BANDWIDTH CAPACITY: IDEAL THROUGHPUT A UE COULD GET:
•  MAX. DATA RATE DIVIDED BY NUMBER OF ACTIVE UES IN A CELL
§  Round-trip Time (RTT): the RTT between UE and a requested content’s location can be:
•  15 to 40ms if available at eNB, BBU or P-GW
•  Up to hundreds of ms if not available at network edge
§  Question: How is UE’s throughput affected by these different values?
UE	 eNB	 P-GW	 Content	Source	
10-20ms
RAN
5-20ms
Backhaul
Up to hundreds of ms
Public Internet
THROUGHPUT VS. BANDWIDTH AND LATENCY (ROUND-TRIP TIME)
Wednesday,	13	July	16	 16
EXPERIMENT SCENARIO: SINGLE FILE DOWNLOAD
THROUGHPUT IS MEASURED USING WIRESHARK IN A CLIENT-
SERVER-BASED TESTBED (FIXED NETWORK)
§  RTT AND BANDWIDTH ARE MANIPULATED VIA NETWORK EMULATOR
§  SCENARIO: SINGLE FILE TRANSFER OVER TCP
20MBPS BANDWIDTH CAPACITY
§  LARGER DOWNLOADS (>= 5MB) ARE NOT AFFECTED MUCH BY
LATENCY.
§  SMALLER DOWNLOADS (<= 1MB) ARE NEAR-LINEARLY AFFECTED BY
LATENCY
§  AS A DOWNLOAD BECOMES SMALLER, IT IS AFFECTED MORE BY
LATENCY (I.E., THROUGHPUT DROPS QUICKER AS LATENCY
INCREASES).
Throughput vs. Bandwidth and Latency (Round-Trip Time)
Wednesday,	13	July	16	 17
Experiment Scenario: Single File Download
100Mbps BANDWIDTH CAPACITY
§  DOWNLOAD THROUGHPUT ARE AFFECTED MORE THAN UNDER
20MBPS BANDWIDTH.
§  UNDER HIGHER BANDWIDTH, IT IS EASIER FOR LATENCY TO
BECOME THE BOTTLENECK.
§  LARGER DOWNLOADS (>= 5MB) ARE NEAR-LINEARLY AFFECTED
BY LATENCY.
§  SMALLER DOWNLOADS (<= 1MB) ARE AFFECTED MORE BY
LATENCY, ESPECIALLY AT 10-50MS (EXPONENTIALLY).
DATA	ANALYTICS		
Wednesday,	13	July	16	 18
§  ENHANCE	USER	QOE	
§  INTELLIGENT	NETWORK	MANAGEMENT	(OSS)	AND	CONTENT	CACHING	
§  BUSINESS	INTELLIGENCE	
§  E-HEALTHCARE	
§  AND	MUCH	MORE
Data Set & result
Wednesday,	13	July	16	 19
§  RECORDS	OF	BBC	IPLAYER:	MORE	THAN	100	MILLION	UNIQUE	REQUESTS	OVER	30	DAYS	
§  USING	DATA	OF	25	DAYS	IN	LEARNING	PHASE	
§  PREDICTING	POPULARITY	OF	NEW	CONTENTS	IN	NEXT	5	DAYS	
§ PREDICTION	ACCURACY	BETTER	THAN	93%
Operations
& Maintenance
C-RAN Baseband Units
5GIC Comm’s
Room
Ultra-Dense Cluster(2)
(AY Building)
5GIC Test-bed: Ultra-Dense Campus Test-bed
Umbrella Cell
University of Surrey Outdoor Campus
Small Cell
Ultra-Dense Cluster(1)
Macro BS
RRH
Ultra-Dense
Cluster(3)
ATI
FAP
AP
5G Soft-FDC Core
LTE Soft-Core
LTE Core (H/W)	
Vodafone Reading Test Centre
VPN Tunnel	
Femto		Radios	(x6,	LTE	FDD)		
picoRRH’s	(x6,	pico-LTE	TDD)	
Access	Points	(x6,	802.11ac	)	
5GIC Indoor Deployment
Wednesday,	13	July	16	 20
TESTBED	EXPANSION	
Wednesday,	13	July	16	 21
SDN/NFV and MEC
Research,
development and
testing
Berlin
Fraunhofer
Torino,	Milano,	Trento,	Pisa,	Catania,	Venezia		
Telecom	Italy	
&	
Ericsson	
Guildford,	Stevenage,	Newbury,	Basingstoke,	
Brighton,	Greenwich	
EC	Funded	Project	eHealth	Testbed	
Broadband	
&	
IoT	
testbed
eHealth Testbed- Dementia
Wednesday,	13	July	16	 22
TOPICS AND SYSTEMS OF INTERESTS
Wednesday,	13	July	16	 23
5G	AND	BEYOND	
BELOW	1GHZ,	BELOW	6GHZ	AND	ABOVE	TO	TERAHERTZ		
	
																																TOPICS	
§  UNICAST/MULTICAST/BROADCAST	
§  FIXED-MOBILE	INTEGRATION	
§  BROADBAND	AIRINTERFACE	
§  SDN/NFV/MEC/ORCHESTRATOR	(SOFTWARE	ARCHITECTURES	AND	NETWORKING)	
§  ICN	
§  DATA	ANALYTICS	
§  GEO-POSITIONING	
§  LATENCY	
§  RELIABILITY	
§  NETWORK/DATA	SECURITY	
§  VERTICALS	
§  E/M	HEALTH	
§  WIRELESS	ROBOTICS	
§  CONNECTED	TRANSPORTS	
§  ETC…	
SYSTEMS	
§  MOBILE	CELLULAR		
§  WIFI	
§  SATELLITE	
§  MACHINE	TO	MACHINE		
§  VEHICLE	COMMUNICATIONS	
§  FUTURE	INTERNET	
§  IOT
Wednesday,	13	July	16	 24
THANK YOU
CONTACT:
R.TAFAZOLLI@SURREY.AC.UK

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Institute for Communication Systems Home of 5G Innovation Centre

  • 1. “5G, Special Generation” Professor Rahim Tafazolli Director Institute for Communication Systems (ICS), 5GIC Institute for Communication Systems Home of 5G Innovation Centre
  • 2. ICS’S STRENGTHS Wednesday, 13 July 16 2 §  WELL KNOWN RESEARCH INSTITUTE IN COMMUNICATIONS INTERNATIONALLY, PARTICULARLY IN EUROPE §  GOOD NETWORKING WITH INDUSTRY AND ACADEMIA §  GOOD AWARENESS OF STRATEGIC AND HOT RESEARCH AREAS – §  TO SOME EXTENT WE ARE THE DRIVERS
  • 3. COMMUNICATION AND INFORMATION SYSTEMS Wednesday, 13 July 16 3 §  MOBILE CELLULAR §  4G, 5G, B5G §  WIFI §  .11g, n, ac, ax.. §  SATELLITE §  Broadband Fixed §  Broadband Mobile – BB on the move §  Broadcast – passenger vehicles §  MACHINE TO MACHINE §  ZigBee, LTE-M §  VEHICLE TO VEHICLE COMMUNICATIONS §  802.11p, LTE-V §  FUTURE INTERNET §  IOT
  • 4. University of Surrey, 5GIC Wednesday, 13 July 16 4 r.tafazolli@surrey.ac.uk #5GIC
  • 5. WHAT 5G IS NOT Wednesday, 13 July 16 5 JUST MORE OF THE SAME
  • 6. 5G is Wednesday, 13 July 16 6 Enabler of Connected Economy and Society WIRELESS CONNECTIVITY BETWEEN PEOPLE AND DEVICES FOR THE PEOPLE
  • 7. Wednesday, 13 July 16 7 5G IN 2020 AND BEYOND §  Enhanced Mobile Broadbandè 10/20Gbps or 1000x more capacity/area §  Massive Machine Type Communicationsè 106 devices/km2 §  Ultra-reliable and Low Latency Communicationsè >99.999 and <1ms
  • 9. 1.  OBE to the unavailable band between available fragments is the same as that of OFDM 2.  For single carrier design 3. SFDM is 5GIC proposal 9 Figure of Merit OFDM FOFDM WOFDM FBMC GFDM UFMC SFDM3 PAPR High High High High Moderate2 High Low OBE High Low1 Low Low Low Low Low SE Low Low Low High High High High ComputaLonal Complexity Low Moderate Moderate High High High Moderate Short-burst traffic No No No No Yes with the 5GIC soluLon Yes Yes Yes Fragmented spectrum No No1 Yes Yes Yes Yes Yes L1 Latency High High High High Low with the 5GIC soluLon Moderate Low Low Support for MIMO Yes Yes Yes No Yes with 5GIC soluLon Yes Yes Yes Higher order modulaLon Yes Yes Yes Yes, with 5GIC soluLon Yes TBI Yes NOMA Yes Yes Yes Involved Yes TBI TBI
  • 10. SCALABLE FDM 10 SCALABLE FREQUENCY DIVISION MULTIPLEXING 10 15 20 25 10 -3 10 -2 10 -1 10 0 Es/N0 CRLB/MSE MSE with G dep. ZC MSE with G dep. SYM CRLB with G CRLB without G 5 10 15 20 25 30 35 10 -4 10 -3 10 -2 10 -1 10 0 Eb/N0 [ dB ] BER QPSK 16QAM 64QAM 256QAM 1024QAM Best OBE Lowest PAPR CSI estimate’s MMSE bound approaching Scalable with high order mod 0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 0.45 0.5 -70 -60 -50 -40 -30 -20 -10 0 10 Normalized frequency fs NormalizedPSD[dB] OFDM TB-GFDM HTO-GFDM HTO-GFDM-A OFDM TB-SFDM HTO-SFDM HTO-SFDM-A 0 2 4 6 8 10 12 10 -5 10 -4 10 -3 10 -2 10 -1 10 0 PAPR in dB CCDF OFDM equ.10-Clus. GFDM α=0.5 2-Clus GFDM α=0.1 2-Clus OFDM TB-SFDM HTO-SFDM
  • 11. MU-MIMO MAP Wednesday, 13 July 16 11 Size of MU-MIMO NETWORKTHROUGHPUT 4x4 8x8 128 x128 1024x1024 LTE
  • 12. MASS CONNECTIVITY Wednesday, 13 July 16 12 Towards 1 Million per km 2 •  NOVEL TECHNIQUE OF SCMA FOR IOT •  IN COOPERATION WITH HUAWEI •  300% MORE CONNECTIVITY THAN 4G •  TRANSMISSION OF 4K ( ULTRA HIGH DEFINITION) VIDEO ON A MOBILE NETWORK •  IN COOPERATION WITH HUAWEI AND BBC R&D •  1ST IN THE WORLD
  • 13. RELIABILITY, RESILIENCE & AVAILABILITY §  EQUALLY IMPORTANT TO LOW LATENCY §  “ALWAYS SUFFICIENT”… MULTIPLE NETWORKS AND IMPOSSIBLE WITH ONE NETWORK §  FIXED-MOBILE CONVERGENCE §  SPECTRUM AGILITY: ALL SPECTRUM INCLUDING LICENSED AND LICENSED-EXEMPT BANDS §  CELL EDGE CAPACITY PROBLEM §  NETWORK AGILITY: TRANSPORT/NETWORKING/ROUTING PROTOCOLS, SOFTWARE-BASED NETWORK ARCHITECTURE AND SDNETWORKING §  DISTRIBUTED CONTROL BETWEEN DEVICE AND NETWORK. NEW FLEXIBLE MAC NEEDED (MORE CONTROL TO DEVICE) Wednesday, 13 July 16 13 >99.9999..99 RESILIENCE BY DUPLICATION AND ADDING REDUNDANCY IS NOT THE ANSWER
  • 14. LATENCY §  LOW LATENCIES AT ALL LAYERS, NEW PARALLEL SIGNAL PROCESSING AND COMPUTING ALGORITHMS §  MOST DELAYS IN PREVIOUS GENERATIONS DUE TO C-PLANE SIGNALLING §  NEW END-TO-END SIGNALLING ARCHITECTURES §  NEW RAN §  NEW NETWORK ARCHITECTURE (CACHING, EDGE COMPUTING..) §  NEW APPLICATION PROTOCOLS… Wednesday, 13 July 16 14 NOT ONLY FOR MISSION CRITICAL APPLICATION BUT MAKING NETWORKING AND ADVANCED RADIO TECHNOLOGIES WORK EFFICIENTLY HIGHER SPEED → does not yield┴ LOWER LATENCY BUT LOWER LATENCY → yields┴ HIGHER SPEED 4G INITIAL CALL SETUP TOTAL DELAY (FROM RRC IDL > CONNECTED MODE) : ~ 80 MS
  • 15. THROUGHPUT VS. BANDWIDTH AND LATENCY (ROUND-TRIP TIME) Wednesday, 13 July 16 15 §  BANDWIDTH CAPACITY: IDEAL THROUGHPUT A UE COULD GET: •  MAX. DATA RATE DIVIDED BY NUMBER OF ACTIVE UES IN A CELL §  Round-trip Time (RTT): the RTT between UE and a requested content’s location can be: •  15 to 40ms if available at eNB, BBU or P-GW •  Up to hundreds of ms if not available at network edge §  Question: How is UE’s throughput affected by these different values? UE eNB P-GW Content Source 10-20ms RAN 5-20ms Backhaul Up to hundreds of ms Public Internet
  • 16. THROUGHPUT VS. BANDWIDTH AND LATENCY (ROUND-TRIP TIME) Wednesday, 13 July 16 16 EXPERIMENT SCENARIO: SINGLE FILE DOWNLOAD THROUGHPUT IS MEASURED USING WIRESHARK IN A CLIENT- SERVER-BASED TESTBED (FIXED NETWORK) §  RTT AND BANDWIDTH ARE MANIPULATED VIA NETWORK EMULATOR §  SCENARIO: SINGLE FILE TRANSFER OVER TCP 20MBPS BANDWIDTH CAPACITY §  LARGER DOWNLOADS (>= 5MB) ARE NOT AFFECTED MUCH BY LATENCY. §  SMALLER DOWNLOADS (<= 1MB) ARE NEAR-LINEARLY AFFECTED BY LATENCY §  AS A DOWNLOAD BECOMES SMALLER, IT IS AFFECTED MORE BY LATENCY (I.E., THROUGHPUT DROPS QUICKER AS LATENCY INCREASES).
  • 17. Throughput vs. Bandwidth and Latency (Round-Trip Time) Wednesday, 13 July 16 17 Experiment Scenario: Single File Download 100Mbps BANDWIDTH CAPACITY §  DOWNLOAD THROUGHPUT ARE AFFECTED MORE THAN UNDER 20MBPS BANDWIDTH. §  UNDER HIGHER BANDWIDTH, IT IS EASIER FOR LATENCY TO BECOME THE BOTTLENECK. §  LARGER DOWNLOADS (>= 5MB) ARE NEAR-LINEARLY AFFECTED BY LATENCY. §  SMALLER DOWNLOADS (<= 1MB) ARE AFFECTED MORE BY LATENCY, ESPECIALLY AT 10-50MS (EXPONENTIALLY).
  • 18. DATA ANALYTICS Wednesday, 13 July 16 18 §  ENHANCE USER QOE §  INTELLIGENT NETWORK MANAGEMENT (OSS) AND CONTENT CACHING §  BUSINESS INTELLIGENCE §  E-HEALTHCARE §  AND MUCH MORE
  • 19. Data Set & result Wednesday, 13 July 16 19 §  RECORDS OF BBC IPLAYER: MORE THAN 100 MILLION UNIQUE REQUESTS OVER 30 DAYS §  USING DATA OF 25 DAYS IN LEARNING PHASE §  PREDICTING POPULARITY OF NEW CONTENTS IN NEXT 5 DAYS § PREDICTION ACCURACY BETTER THAN 93%
  • 20. Operations & Maintenance C-RAN Baseband Units 5GIC Comm’s Room Ultra-Dense Cluster(2) (AY Building) 5GIC Test-bed: Ultra-Dense Campus Test-bed Umbrella Cell University of Surrey Outdoor Campus Small Cell Ultra-Dense Cluster(1) Macro BS RRH Ultra-Dense Cluster(3) ATI FAP AP 5G Soft-FDC Core LTE Soft-Core LTE Core (H/W) Vodafone Reading Test Centre VPN Tunnel Femto Radios (x6, LTE FDD) picoRRH’s (x6, pico-LTE TDD) Access Points (x6, 802.11ac ) 5GIC Indoor Deployment Wednesday, 13 July 16 20
  • 21. TESTBED EXPANSION Wednesday, 13 July 16 21 SDN/NFV and MEC Research, development and testing Berlin Fraunhofer Torino, Milano, Trento, Pisa, Catania, Venezia Telecom Italy & Ericsson Guildford, Stevenage, Newbury, Basingstoke, Brighton, Greenwich EC Funded Project eHealth Testbed Broadband & IoT testbed
  • 23. TOPICS AND SYSTEMS OF INTERESTS Wednesday, 13 July 16 23 5G AND BEYOND BELOW 1GHZ, BELOW 6GHZ AND ABOVE TO TERAHERTZ TOPICS §  UNICAST/MULTICAST/BROADCAST §  FIXED-MOBILE INTEGRATION §  BROADBAND AIRINTERFACE §  SDN/NFV/MEC/ORCHESTRATOR (SOFTWARE ARCHITECTURES AND NETWORKING) §  ICN §  DATA ANALYTICS §  GEO-POSITIONING §  LATENCY §  RELIABILITY §  NETWORK/DATA SECURITY §  VERTICALS §  E/M HEALTH §  WIRELESS ROBOTICS §  CONNECTED TRANSPORTS §  ETC… SYSTEMS §  MOBILE CELLULAR §  WIFI §  SATELLITE §  MACHINE TO MACHINE §  VEHICLE COMMUNICATIONS §  FUTURE INTERNET §  IOT