SlideShare uma empresa Scribd logo
1 de 30
Baixar para ler offline
How can CoMP extend
5G NR to high capacity and
ultra-reliable communications?
Dr. Durga Malladi
SVP, Engineering & GM, 4G/5G
Qualcomm Technologies, Inc.
@qualcommJuly 11, 2018 Webinar
22
Precision
agriculture
Reliable access
to remote healthcare
Safer, autonomous
transportation
Enabler to the factory
of the future
>$12 Trillion
Powering the digital economy
In goods and services by 2035
*
5G will expand the mobile
ecosystem to new industries
* The 5G Economy, an independent study from IHS Markit, Penn Schoen Berland and Berkeley Research Group, commissioned by Qualcomm
Efficient use of
energy and utilities
Digitized logistics
and retail
Private networks for logistics,
enterprises, industrial,…
Sustainable smart cities
and infrastructure
33
Diverse services Diverse deployments
Mid-bands
1 GHz to 6 GHz
High-bands
Above 24 GHz (mmWave)
Low-bands
Below 1 GHz
Massive Internet
of Things
Diverse spectrum
NR Designing a unified, more capable 5G air interface
Existing, emerging, and unforeseen services – a platform for future innovation
Mission-critical
services
Enhanced mobile
broadband
5G
NR
Licensed/shared/unlicensed
4
Driving the 5G roadmap and ecosystem expansion
20182017 20202019 20222021
Rel-17+ evolutionRel-16Rel-15
Rel-16
Commercial launches
Rel -15
Commercial launchesNR
Field trialsIoDTs
Standalone (SA)
Continue to evolve LTE in parallel as essential part of the 5G Platform
Non-Standalone (NSA)
We are here
eMBB deployments and establish
foundation for future 5G innovations
New 5G NR technologies to evolve
and expand the 5G ecosystem
5
Driving a rich 5G roadmap in Release 16 and beyond
5G Industrial IoT
with URLLC
5G NR integrated
access and backhaul
5G NR in
unlicensed/shared spectrum
5G massive
IoT
5G broadcast3GPP Rel-15
design provides the
foundation for R16+
Sub-6 GHz | mmWave
5G NR
C-V2X
6
5G CoMP
7
5G expansion into new use cases & verticals
Reliability from spatial diversity
Spatial diversity can overcome radio shadowing
in challenging radio environments
Key technology to provide ultra reliability for
challenging industrial IoT applications
Capacity from spatial multiplexing
Allows multiple transmissions at the same time to
multiple location without interfering
Can also be used to by multiple operators to share
spectrum more efficiently
8
Theoretical tradeoff between multiplexing and diversity
Multiple transmit and receive antennas with uncorrelated signal paths create spatial dimensions
1. L. Zheng and D. N. C. Tse, “Diversity and multiplexing: A fundamental tradeoff in multiple antenna channels,” IEEE Trans. Inform. Theory, vol. 49, May 2003.
(0,mn)
(0,32)
(1,(m-1)(n-1))
(1,21)
(2,(m-2)(n-2))
(2,12)
(r,(m-r)(n-r))
(3,5)
(min{m,n},0)
(4,0)
Spatial multiplexing gain: r = R / log SNR
Spatialdiversitygain:d(r)
m : # transmit antennas
n : # receive antennas
Example with m=8 and n=4
Errorrate(log)
SNR (log)
diversity order
1
2
3
4
1
2
3
4
SNR (log)
# multiplexed
data streams
Capacity
Using spatial dimensions
to multiplex multiple data
streams increases capacity
Using spatial dimensions
for diversity reduces the
error rate
There is a tradeoff between
spatial multiplexing gain
and spatial diversity gain1
9
Exploiting spatial domain—from LTE MIMO to 5G CoMP
1) Multiple-input multiple-output (MIMO); 2) Coordinated Multi-Point (CoMP)
2 Gbps peak-rates with 4x4
MIMO1, carrier aggregation and
higher order modulation
Example: 2 or 4 antennas for
transmit and receive
Multi-user MIMO and 3D
beamforming for better capacity
and cell edge performance,
Example: 128 or 256 antenna
elements for macro deployments
Leveraging CoMP2 diversity and
multiplexing to extend 5G to
new use cases and verticals
Example: Multiple small-cells
with 4 antennas
LTE MIMO 5G Massive MIMO 5G CoMP
10
CoMP is an extension of MIMO
Massive MIMO
Utilizes a large number of antennas to create
multiple spatial dimension from multi-path propagation
to increase capacity and coverage and cell edge.
Example: Macro deployment
Utilizes a large number of distributed antennas
to create multiple spatial dimensions for increased
capacity and/or spatial diversity for reliability
Example: Small-cell deployment
CoMP aka Distributed MIMO
CoMP server
11
5G CoMP—different flavors
1) For example maximize the minimum signal to noise plus interference ratio; 2) This is referring to downlink. For uplink Joint Reception (JR) can be used.
Coord. Sched./Beamforming
• Data via one base station
• Coordinated beamforming between
base stations to improve overall
signal quality1
• Coordinated scheduling to
maximize resource utilization
2
1
2
1
t0
t0
t1
t1
2
1
Data user 1Data user 2
Dynamic Point Selection
• Data via multiple base stations2
• Transmission from a single base
station at each time instance
• Which base station is transmitting
is dynamically changing on a
subframe basis
Joint Transmission (JT)
• Data via multiple base stations2
• Multiple base stations transmit
same data with beamforming
• Coherent JT enables nulling;
requires channel knowledge and
antenna calibration
Data user 1 & 2Data user 1 & 2 Data user 1 & 2Data user 1 & 2
12
5G CoMP for
reliability
1313
Signal strength measurement when an
obstruction is introduced 3 feet from device
Time
Factories have
challenging RF
environments
Blockage and reflections by fast moving metal
objects such as AGV
1
, cranes and conveyor belts
Blockage can cause sudden drop in signal strength
Reflections can lead to rapidly varying
interference from far-away cells
Collecting RF measurements to establish
a propagation model for factory environments
1. Automated Guided Vehicle (AGV)
11dB drop
14
Time diversity
• Example: Hybrid ARQ
• Gains limited by latency
Frequency diversity
• Wider bandwidth / many channels
• Not effective against blockage
Radio diversity
• Multi-connectivity: NR, LTE, Wi-Fi
• Not effective against blockage
Spatial diversity
• MIMO or CoMP with multiple
antennas
• CoMP effective against RF
blockage
Diversity
schemes
CoMP spatial diversity key for reliability
CoMP server
RF blockage can cause
sudden drop in signal strength
16
1717
Key Industrial IoT functionality targeted for 3GPP rel.16
To support new applications such as wireline replacement
of industrial Ethernet for the reconfigurable factory of the future
Ultra Reliable, Low Latency
Communication (URLLC)
Time Sensitive Networks
(TSN)
Enhanced latency
and reliability
Spectrum
5G NR in licensed, shared
or unlicensed spectrum
Handling of Ethernet
switch functions
Enhanced Quality
of Service (QoS)
Microsecond time
synchronization
real-time
best
effort
1) Transmission and Reception Point (TRP)
CoMP multi-TRP1
transmissions
18
5G CoMP for
capacity
19
User 1User 1
Simultaneous
transmission
causes
interference
Time
User 1
User 2
User 4
User 3
User 4User 3User 2User 1
User 4User 3User 2
User 4
User 2 User 3
User 1
User 3 User 4
User 2
20
TDM avoids
interference, but
only one user
served at a time
Time
User 1
User 2
User 4
User 3
User 2 User 3 User 4User 1
21
CoMP combines
antennas from multiple
small-cells to create more
spatial dimensions
Additional spatial
dimensions allows
simultaneous
transmission to multiple
users in the same
geographical area while
minimizing interference
5G CoMP
increases
system capacity
from spatial
multiplexing
Time
User 1
User 2
User 4
User 3
User 2
User 3
User 4
User 1
User 2
User 3
User 4
User 1
User 2
User 3
User 4
User 1
User 2
User 3
User 4
User 1
22
• Live
5G CoMP capacity gains have many applications
1) 3GPP TR 22.804 v16.0.0 “Study on Communication for Automation in Vertical Domains”
Increased mobile broadband
capacity such as small-cell
deployments in venues and
private 5G networks
Efficient spectrum sharing with
multiple operators using the
same spectrum in the same
area simultaneously
Tradeoff some capacity gains
against higher reliability such
as 99.9999% for industrial IoT
motion control1
Mobile broadband Spectrum sharing URLLC
23
5G NR in Shared Spectrum (NR-SS)
Targeting green-field bands such as 5.9-7.1 GHz and 66-71 GHz bands
Flexible NR framework
Guaranteed QoS
Time synch. and coordination
Vertical & horizontal sharing
5G
• Flexible framework with forward compatibility
• Fast turn-around and self-contained operation
• Time synchronization for more efficient sharing
• Coordinated sharing to improve QoS
• Native support for different priority levels (vertical sharing)
• Flexible framework to support various spectrum landscapes
• Guaranteed bandwidth for each operator
• Opportunistic sharing of unused bandwidth
Exploit spatial domain
• CoMP with spatial sharing to increase capacity
• Spatial Listen Before Talk (LBT) and on-demand LBT
Exploit spatial domain
• CoMP with spatial sharing to increase capacity
• Spatial Listen Before Talk (LBT) and on-demand LBT
2424
Over-the-air
testbed
2525
5G CoMP testbed
small-cell
small-cell
CoMP server
small-cell
small-cell
mobile phones
Setup
• 100 MHz bandwidth
• 3.5 GHz band
4 small-cells
• Two X-pol antennas
• 4x4 MIMO capable
4 mobile phones
• Two omni antennas
• 2x2 MIMO capable
CoMP server
• High perf. compute
• Beamforming
26
27
28
CoMP with spatial sharing with five feet
separation between the phones
How close can the
phones be and
still be spatially
separated? User 1
User 2 User 3
User 4
30
System throughput barely changes
when all four phones are literally
stacked on each other
Answer:
Very close!
User 1
User 2
User 3
User 4
31
LTE MIMO → 5G CoMP
Continue to exploit the spatial domain to
extend 5G to new use cases and verticals
Driving the expansion of 5G NR
ecosystem and opportunity
Learn more at www.qualcomm.com / 5G
Making 5G NR a commercial reality
for 2019 eMBB deployments
5G CoMP for reliability
Using CoMP spatial diversity to provide ultra
reliable connectivity for Industrial IoT applications
5G CoMP for capacity
Using CoMP spatial multiplexing increases
system capacity; 4X gains shown in OTA testbed.
99.9999% reliability
5G NR
Nothing in these materials is an offer to sell any of the
components or devices referenced herein.
©2018 Qualcomm Technologies, Inc. and/or its affiliated
companies. All Rights Reserved.
Qualcomm is a trademark of Qualcomm Incorporated,
registered in the United States and other countries. Other
products and brand names may be trademarks or registered
trademarks of their respective owners.
References in this presentation to “Qualcomm” may mean Qualcomm
Incorporated, Qualcomm Technologies, Inc., and/or other subsidiaries
or business units within the Qualcomm corporate structure, as
applicable. Qualcomm Incorporated includes Qualcomm’s licensing
business, QTL, and the vast majority of its patent portfolio. Qualcomm
Technologies, Inc., a wholly-owned subsidiary of Qualcomm
Incorporated, operates, along with its subsidiaries, substantially all of
Qualcomm’s engineering, research and development functions, and
substantially all of its product and services businesses, including its
semiconductor business, QCT.
Follow us on:
For more information, visit us at:
www.qualcomm.com & www.qualcomm.com/blog
Thank you

Mais conteúdo relacionado

Mais procurados

5G Standards: 3GPP Release 15, 16, and beyond
5G Standards: 3GPP Release 15, 16, and beyond5G Standards: 3GPP Release 15, 16, and beyond
5G Standards: 3GPP Release 15, 16, and beyond3G4G
 
5G_NR_Overview_Architecture_and_Operating_Modes
5G_NR_Overview_Architecture_and_Operating_Modes5G_NR_Overview_Architecture_and_Operating_Modes
5G_NR_Overview_Architecture_and_Operating_ModesAalekh Jain
 
5g architecture, Industrial Training
5g architecture, Industrial Training5g architecture, Industrial Training
5g architecture, Industrial TrainingSumanPramanik7
 
Setting off the 5G Advanced evolution with 3GPP Release 18
Setting off the 5G Advanced evolution with 3GPP Release 18Setting off the 5G Advanced evolution with 3GPP Release 18
Setting off the 5G Advanced evolution with 3GPP Release 18Qualcomm Research
 
Expanding the 5G NR (New Radio) ecosystem
Expanding the 5G NR (New Radio) ecosystemExpanding the 5G NR (New Radio) ecosystem
Expanding the 5G NR (New Radio) ecosystemQualcomm Research
 
Info vista planet-5g nr
Info vista planet-5g nrInfo vista planet-5g nr
Info vista planet-5g nrDenmark Wilson
 
RF Power Amplifier Solutions for 5G
RF Power Amplifier Solutions for 5GRF Power Amplifier Solutions for 5G
RF Power Amplifier Solutions for 5GNXPSemiconductors
 
An Introduction to 5G and ‘Real’ 5G
An Introduction to 5G and ‘Real’ 5GAn Introduction to 5G and ‘Real’ 5G
An Introduction to 5G and ‘Real’ 5G3G4G
 
Beginners: 5G Terminology (Updated - Feb 2019)
Beginners: 5G Terminology (Updated - Feb 2019)Beginners: 5G Terminology (Updated - Feb 2019)
Beginners: 5G Terminology (Updated - Feb 2019)3G4G
 
Beginners: Different Types of RAN Architectures - Distributed, Centralized & ...
Beginners: Different Types of RAN Architectures - Distributed, Centralized & ...Beginners: Different Types of RAN Architectures - Distributed, Centralized & ...
Beginners: Different Types of RAN Architectures - Distributed, Centralized & ...3G4G
 
5G Technology PPT
5G Technology PPT 5G Technology PPT
5G Technology PPT aryamnair4
 
5G Network Architecture and Design
5G Network Architecture and Design5G Network Architecture and Design
5G Network Architecture and Design3G4G
 
Intermediate: Bandwidth Parts (BWP)
Intermediate: Bandwidth Parts (BWP)Intermediate: Bandwidth Parts (BWP)
Intermediate: Bandwidth Parts (BWP)3G4G
 
Accelerating our 5G future: a first look at 3GPP Rel-17 and beyond
Accelerating our 5G future: a first look at 3GPP Rel-17 and beyondAccelerating our 5G future: a first look at 3GPP Rel-17 and beyond
Accelerating our 5G future: a first look at 3GPP Rel-17 and beyondQualcomm Research
 
Designing the 5G Unified Air Interface
Designing the 5G Unified Air InterfaceDesigning the 5G Unified Air Interface
Designing the 5G Unified Air InterfaceQualcomm Research
 

Mais procurados (20)

5G Standards: 3GPP Release 15, 16, and beyond
5G Standards: 3GPP Release 15, 16, and beyond5G Standards: 3GPP Release 15, 16, and beyond
5G Standards: 3GPP Release 15, 16, and beyond
 
5G_NR_Overview_Architecture_and_Operating_Modes
5G_NR_Overview_Architecture_and_Operating_Modes5G_NR_Overview_Architecture_and_Operating_Modes
5G_NR_Overview_Architecture_and_Operating_Modes
 
5g architecture, Industrial Training
5g architecture, Industrial Training5g architecture, Industrial Training
5g architecture, Industrial Training
 
5G network architecture progress
5G network architecture progress5G network architecture progress
5G network architecture progress
 
Setting off the 5G Advanced evolution with 3GPP Release 18
Setting off the 5G Advanced evolution with 3GPP Release 18Setting off the 5G Advanced evolution with 3GPP Release 18
Setting off the 5G Advanced evolution with 3GPP Release 18
 
Expanding the 5G NR (New Radio) ecosystem
Expanding the 5G NR (New Radio) ecosystemExpanding the 5G NR (New Radio) ecosystem
Expanding the 5G NR (New Radio) ecosystem
 
5G Fundamentals
5G Fundamentals5G Fundamentals
5G Fundamentals
 
Info vista planet-5g nr
Info vista planet-5g nrInfo vista planet-5g nr
Info vista planet-5g nr
 
RF Power Amplifier Solutions for 5G
RF Power Amplifier Solutions for 5GRF Power Amplifier Solutions for 5G
RF Power Amplifier Solutions for 5G
 
An Introduction to 5G and ‘Real’ 5G
An Introduction to 5G and ‘Real’ 5GAn Introduction to 5G and ‘Real’ 5G
An Introduction to 5G and ‘Real’ 5G
 
Beginners: 5G Terminology (Updated - Feb 2019)
Beginners: 5G Terminology (Updated - Feb 2019)Beginners: 5G Terminology (Updated - Feb 2019)
Beginners: 5G Terminology (Updated - Feb 2019)
 
5g introduction_NR
5g introduction_NR5g introduction_NR
5g introduction_NR
 
Beginners: Different Types of RAN Architectures - Distributed, Centralized & ...
Beginners: Different Types of RAN Architectures - Distributed, Centralized & ...Beginners: Different Types of RAN Architectures - Distributed, Centralized & ...
Beginners: Different Types of RAN Architectures - Distributed, Centralized & ...
 
5G Technology PPT
5G Technology PPT 5G Technology PPT
5G Technology PPT
 
5G Network Architecture and Design
5G Network Architecture and Design5G Network Architecture and Design
5G Network Architecture and Design
 
Introduction to 5G NR
Introduction to 5G NRIntroduction to 5G NR
Introduction to 5G NR
 
Massive MIMO
Massive MIMOMassive MIMO
Massive MIMO
 
Intermediate: Bandwidth Parts (BWP)
Intermediate: Bandwidth Parts (BWP)Intermediate: Bandwidth Parts (BWP)
Intermediate: Bandwidth Parts (BWP)
 
Accelerating our 5G future: a first look at 3GPP Rel-17 and beyond
Accelerating our 5G future: a first look at 3GPP Rel-17 and beyondAccelerating our 5G future: a first look at 3GPP Rel-17 and beyond
Accelerating our 5G future: a first look at 3GPP Rel-17 and beyond
 
Designing the 5G Unified Air Interface
Designing the 5G Unified Air InterfaceDesigning the 5G Unified Air Interface
Designing the 5G Unified Air Interface
 

Semelhante a How Can CoMP Extend 5G NR to High Capacity & Ultra-Reliable Communications?

Lte broadcast - evolving and going beyond mobile
Lte broadcast -  evolving and going beyond mobileLte broadcast -  evolving and going beyond mobile
Lte broadcast - evolving and going beyond mobileSatya Harish
 
Lte broadcast - evolving and going beyond mobile
Lte broadcast - evolving and going beyond mobileLte broadcast - evolving and going beyond mobile
Lte broadcast - evolving and going beyond mobileSatya Harish
 
Long term evolution (lte) technology
Long term evolution (lte) technologyLong term evolution (lte) technology
Long term evolution (lte) technologykonan23
 
Perspectives and challenges with millimetre wave communications (author Isabe...
Perspectives and challenges with millimetre wave communications (author Isabe...Perspectives and challenges with millimetre wave communications (author Isabe...
Perspectives and challenges with millimetre wave communications (author Isabe...Edouard DEBERDT
 
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSSCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSijasuc
 
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSSCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSijasuc
 
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSSCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSijasuc
 
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSSCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSijasuc
 
Article on MIMO-OFDM printed in BSNL telecom Journal
Article on MIMO-OFDM printed in BSNL telecom JournalArticle on MIMO-OFDM printed in BSNL telecom Journal
Article on MIMO-OFDM printed in BSNL telecom JournalSushil Kumar
 
5G and Millimetre Wave Communications (author Isabelle tardy)
5G and Millimetre Wave Communications (author Isabelle tardy)5G and Millimetre Wave Communications (author Isabelle tardy)
5G and Millimetre Wave Communications (author Isabelle tardy)Edouard DEBERDT
 
Mimo white paperrevb-final
Mimo white paperrevb-finalMimo white paperrevb-final
Mimo white paperrevb-finalZitouni Saci
 
Mimo white paperrevb-final
Mimo white paperrevb-finalMimo white paperrevb-final
Mimo white paperrevb-finalPrashant Sengar
 
IRJET- Survey Paper on Performance Evaluation of 5G WiMAX (IEEE 802.16) Syste...
IRJET- Survey Paper on Performance Evaluation of 5G WiMAX (IEEE 802.16) Syste...IRJET- Survey Paper on Performance Evaluation of 5G WiMAX (IEEE 802.16) Syste...
IRJET- Survey Paper on Performance Evaluation of 5G WiMAX (IEEE 802.16) Syste...IRJET Journal
 
LTE Advanced—Leading in Chipsets and Evolution
LTE Advanced—Leading in Chipsets and EvolutionLTE Advanced—Leading in Chipsets and Evolution
LTE Advanced—Leading in Chipsets and EvolutionQualcomm Research
 
Performance Analysis of MIMO-LTE for MQAM over Fading Channels
Performance Analysis of MIMO-LTE for MQAM over Fading ChannelsPerformance Analysis of MIMO-LTE for MQAM over Fading Channels
Performance Analysis of MIMO-LTE for MQAM over Fading ChannelsIOSRJECE
 

Semelhante a How Can CoMP Extend 5G NR to High Capacity & Ultra-Reliable Communications? (20)

5G antenna-Technology
5G antenna-Technology5G antenna-Technology
5G antenna-Technology
 
Efficient stbc for the data rate of mimo ofdma
Efficient stbc for the data rate of mimo ofdmaEfficient stbc for the data rate of mimo ofdma
Efficient stbc for the data rate of mimo ofdma
 
Lte broadcast - evolving and going beyond mobile
Lte broadcast -  evolving and going beyond mobileLte broadcast -  evolving and going beyond mobile
Lte broadcast - evolving and going beyond mobile
 
Lte broadcast - evolving and going beyond mobile
Lte broadcast - evolving and going beyond mobileLte broadcast - evolving and going beyond mobile
Lte broadcast - evolving and going beyond mobile
 
maaaasss
maaaasssmaaaasss
maaaasss
 
Long term evolution (lte) technology
Long term evolution (lte) technologyLong term evolution (lte) technology
Long term evolution (lte) technology
 
Perspectives and challenges with millimetre wave communications (author Isabe...
Perspectives and challenges with millimetre wave communications (author Isabe...Perspectives and challenges with millimetre wave communications (author Isabe...
Perspectives and challenges with millimetre wave communications (author Isabe...
 
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSSCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
 
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSSCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
 
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSSCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
 
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSSCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
 
Article on MIMO-OFDM printed in BSNL telecom Journal
Article on MIMO-OFDM printed in BSNL telecom JournalArticle on MIMO-OFDM printed in BSNL telecom Journal
Article on MIMO-OFDM printed in BSNL telecom Journal
 
4G - LTE
4G - LTE 4G - LTE
4G - LTE
 
5G and Millimetre Wave Communications (author Isabelle tardy)
5G and Millimetre Wave Communications (author Isabelle tardy)5G and Millimetre Wave Communications (author Isabelle tardy)
5G and Millimetre Wave Communications (author Isabelle tardy)
 
Mimo white paperrevb-final
Mimo white paperrevb-finalMimo white paperrevb-final
Mimo white paperrevb-final
 
Mimo white paperrevb-final
Mimo white paperrevb-finalMimo white paperrevb-final
Mimo white paperrevb-final
 
IRJET- Survey Paper on Performance Evaluation of 5G WiMAX (IEEE 802.16) Syste...
IRJET- Survey Paper on Performance Evaluation of 5G WiMAX (IEEE 802.16) Syste...IRJET- Survey Paper on Performance Evaluation of 5G WiMAX (IEEE 802.16) Syste...
IRJET- Survey Paper on Performance Evaluation of 5G WiMAX (IEEE 802.16) Syste...
 
LTE Advanced—Leading in Chipsets and Evolution
LTE Advanced—Leading in Chipsets and EvolutionLTE Advanced—Leading in Chipsets and Evolution
LTE Advanced—Leading in Chipsets and Evolution
 
Performance Analysis of MIMO-LTE for MQAM over Fading Channels
Performance Analysis of MIMO-LTE for MQAM over Fading ChannelsPerformance Analysis of MIMO-LTE for MQAM over Fading Channels
Performance Analysis of MIMO-LTE for MQAM over Fading Channels
 
MIMO in 15 minutes
MIMO in 15 minutesMIMO in 15 minutes
MIMO in 15 minutes
 

Mais de Qualcomm Research

Generative AI at the edge.pdf
Generative AI at the edge.pdfGenerative AI at the edge.pdf
Generative AI at the edge.pdfQualcomm Research
 
Qualcomm Webinar: Solving Unsolvable Combinatorial Problems with AI
Qualcomm Webinar: Solving Unsolvable Combinatorial Problems with AIQualcomm Webinar: Solving Unsolvable Combinatorial Problems with AI
Qualcomm Webinar: Solving Unsolvable Combinatorial Problems with AIQualcomm Research
 
Why and what you need to know about 6G in 2022
Why and what you need to know about 6G in 2022Why and what you need to know about 6G in 2022
Why and what you need to know about 6G in 2022Qualcomm Research
 
Understanding the world in 3D with AI.pdf
Understanding the world in 3D with AI.pdfUnderstanding the world in 3D with AI.pdf
Understanding the world in 3D with AI.pdfQualcomm Research
 
Enabling the metaverse with 5G- web.pdf
Enabling the metaverse with 5G- web.pdfEnabling the metaverse with 5G- web.pdf
Enabling the metaverse with 5G- web.pdfQualcomm Research
 
Presentation - Model Efficiency for Edge AI
Presentation - Model Efficiency for Edge AIPresentation - Model Efficiency for Edge AI
Presentation - Model Efficiency for Edge AIQualcomm Research
 
Bringing AI research to wireless communication and sensing
Bringing AI research to wireless communication and sensingBringing AI research to wireless communication and sensing
Bringing AI research to wireless communication and sensingQualcomm Research
 
How will sidelink bring a new level of 5G versatility.pdf
How will sidelink bring a new level of 5G versatility.pdfHow will sidelink bring a new level of 5G versatility.pdf
How will sidelink bring a new level of 5G versatility.pdfQualcomm Research
 
Scaling 5G to new frontiers with NR-Light (RedCap)
Scaling 5G to new frontiers with NR-Light (RedCap)Scaling 5G to new frontiers with NR-Light (RedCap)
Scaling 5G to new frontiers with NR-Light (RedCap)Qualcomm Research
 
Realizing mission-critical industrial automation with 5G
Realizing mission-critical industrial automation with 5GRealizing mission-critical industrial automation with 5G
Realizing mission-critical industrial automation with 5GQualcomm Research
 
3GPP Release 17: Completing the first phase of 5G evolution
3GPP Release 17: Completing the first phase of 5G evolution3GPP Release 17: Completing the first phase of 5G evolution
3GPP Release 17: Completing the first phase of 5G evolutionQualcomm Research
 
AI firsts: Leading from research to proof-of-concept
AI firsts: Leading from research to proof-of-conceptAI firsts: Leading from research to proof-of-concept
AI firsts: Leading from research to proof-of-conceptQualcomm Research
 
5G positioning for the connected intelligent edge
5G positioning for the connected intelligent edge5G positioning for the connected intelligent edge
5G positioning for the connected intelligent edgeQualcomm Research
 
Enabling on-device learning at scale
Enabling on-device learning at scaleEnabling on-device learning at scale
Enabling on-device learning at scaleQualcomm Research
 
The essential role of AI in the 5G future
The essential role of AI in the 5G futureThe essential role of AI in the 5G future
The essential role of AI in the 5G futureQualcomm Research
 
How AI research is enabling next-gen codecs
How AI research is enabling next-gen codecsHow AI research is enabling next-gen codecs
How AI research is enabling next-gen codecsQualcomm Research
 
Role of localization and environment perception in autonomous driving
Role of localization and environment perception in autonomous drivingRole of localization and environment perception in autonomous driving
Role of localization and environment perception in autonomous drivingQualcomm Research
 
Intelligence at scale through AI model efficiency
Intelligence at scale through AI model efficiencyIntelligence at scale through AI model efficiency
Intelligence at scale through AI model efficiencyQualcomm Research
 

Mais de Qualcomm Research (20)

Generative AI at the edge.pdf
Generative AI at the edge.pdfGenerative AI at the edge.pdf
Generative AI at the edge.pdf
 
The future of AI is hybrid
The future of AI is hybridThe future of AI is hybrid
The future of AI is hybrid
 
Qualcomm Webinar: Solving Unsolvable Combinatorial Problems with AI
Qualcomm Webinar: Solving Unsolvable Combinatorial Problems with AIQualcomm Webinar: Solving Unsolvable Combinatorial Problems with AI
Qualcomm Webinar: Solving Unsolvable Combinatorial Problems with AI
 
Why and what you need to know about 6G in 2022
Why and what you need to know about 6G in 2022Why and what you need to know about 6G in 2022
Why and what you need to know about 6G in 2022
 
Understanding the world in 3D with AI.pdf
Understanding the world in 3D with AI.pdfUnderstanding the world in 3D with AI.pdf
Understanding the world in 3D with AI.pdf
 
Enabling the metaverse with 5G- web.pdf
Enabling the metaverse with 5G- web.pdfEnabling the metaverse with 5G- web.pdf
Enabling the metaverse with 5G- web.pdf
 
Presentation - Model Efficiency for Edge AI
Presentation - Model Efficiency for Edge AIPresentation - Model Efficiency for Edge AI
Presentation - Model Efficiency for Edge AI
 
Bringing AI research to wireless communication and sensing
Bringing AI research to wireless communication and sensingBringing AI research to wireless communication and sensing
Bringing AI research to wireless communication and sensing
 
How will sidelink bring a new level of 5G versatility.pdf
How will sidelink bring a new level of 5G versatility.pdfHow will sidelink bring a new level of 5G versatility.pdf
How will sidelink bring a new level of 5G versatility.pdf
 
Scaling 5G to new frontiers with NR-Light (RedCap)
Scaling 5G to new frontiers with NR-Light (RedCap)Scaling 5G to new frontiers with NR-Light (RedCap)
Scaling 5G to new frontiers with NR-Light (RedCap)
 
Realizing mission-critical industrial automation with 5G
Realizing mission-critical industrial automation with 5GRealizing mission-critical industrial automation with 5G
Realizing mission-critical industrial automation with 5G
 
3GPP Release 17: Completing the first phase of 5G evolution
3GPP Release 17: Completing the first phase of 5G evolution3GPP Release 17: Completing the first phase of 5G evolution
3GPP Release 17: Completing the first phase of 5G evolution
 
AI firsts: Leading from research to proof-of-concept
AI firsts: Leading from research to proof-of-conceptAI firsts: Leading from research to proof-of-concept
AI firsts: Leading from research to proof-of-concept
 
5G positioning for the connected intelligent edge
5G positioning for the connected intelligent edge5G positioning for the connected intelligent edge
5G positioning for the connected intelligent edge
 
Enabling on-device learning at scale
Enabling on-device learning at scaleEnabling on-device learning at scale
Enabling on-device learning at scale
 
The essential role of AI in the 5G future
The essential role of AI in the 5G futureThe essential role of AI in the 5G future
The essential role of AI in the 5G future
 
How AI research is enabling next-gen codecs
How AI research is enabling next-gen codecsHow AI research is enabling next-gen codecs
How AI research is enabling next-gen codecs
 
Role of localization and environment perception in autonomous driving
Role of localization and environment perception in autonomous drivingRole of localization and environment perception in autonomous driving
Role of localization and environment perception in autonomous driving
 
Pioneering 5G broadcast
Pioneering 5G broadcastPioneering 5G broadcast
Pioneering 5G broadcast
 
Intelligence at scale through AI model efficiency
Intelligence at scale through AI model efficiencyIntelligence at scale through AI model efficiency
Intelligence at scale through AI model efficiency
 

Último

Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxLoriGlavin3
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxLoriGlavin3
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxLoriGlavin3
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxLoriGlavin3
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxLoriGlavin3
 
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESmohitsingh558521
 

Último (20)

Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptx
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
 
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
 

How Can CoMP Extend 5G NR to High Capacity & Ultra-Reliable Communications?

  • 1. How can CoMP extend 5G NR to high capacity and ultra-reliable communications? Dr. Durga Malladi SVP, Engineering & GM, 4G/5G Qualcomm Technologies, Inc. @qualcommJuly 11, 2018 Webinar
  • 2. 22 Precision agriculture Reliable access to remote healthcare Safer, autonomous transportation Enabler to the factory of the future >$12 Trillion Powering the digital economy In goods and services by 2035 * 5G will expand the mobile ecosystem to new industries * The 5G Economy, an independent study from IHS Markit, Penn Schoen Berland and Berkeley Research Group, commissioned by Qualcomm Efficient use of energy and utilities Digitized logistics and retail Private networks for logistics, enterprises, industrial,… Sustainable smart cities and infrastructure
  • 3. 33 Diverse services Diverse deployments Mid-bands 1 GHz to 6 GHz High-bands Above 24 GHz (mmWave) Low-bands Below 1 GHz Massive Internet of Things Diverse spectrum NR Designing a unified, more capable 5G air interface Existing, emerging, and unforeseen services – a platform for future innovation Mission-critical services Enhanced mobile broadband 5G NR Licensed/shared/unlicensed
  • 4. 4 Driving the 5G roadmap and ecosystem expansion 20182017 20202019 20222021 Rel-17+ evolutionRel-16Rel-15 Rel-16 Commercial launches Rel -15 Commercial launchesNR Field trialsIoDTs Standalone (SA) Continue to evolve LTE in parallel as essential part of the 5G Platform Non-Standalone (NSA) We are here eMBB deployments and establish foundation for future 5G innovations New 5G NR technologies to evolve and expand the 5G ecosystem
  • 5. 5 Driving a rich 5G roadmap in Release 16 and beyond 5G Industrial IoT with URLLC 5G NR integrated access and backhaul 5G NR in unlicensed/shared spectrum 5G massive IoT 5G broadcast3GPP Rel-15 design provides the foundation for R16+ Sub-6 GHz | mmWave 5G NR C-V2X
  • 7. 7 5G expansion into new use cases & verticals Reliability from spatial diversity Spatial diversity can overcome radio shadowing in challenging radio environments Key technology to provide ultra reliability for challenging industrial IoT applications Capacity from spatial multiplexing Allows multiple transmissions at the same time to multiple location without interfering Can also be used to by multiple operators to share spectrum more efficiently
  • 8. 8 Theoretical tradeoff between multiplexing and diversity Multiple transmit and receive antennas with uncorrelated signal paths create spatial dimensions 1. L. Zheng and D. N. C. Tse, “Diversity and multiplexing: A fundamental tradeoff in multiple antenna channels,” IEEE Trans. Inform. Theory, vol. 49, May 2003. (0,mn) (0,32) (1,(m-1)(n-1)) (1,21) (2,(m-2)(n-2)) (2,12) (r,(m-r)(n-r)) (3,5) (min{m,n},0) (4,0) Spatial multiplexing gain: r = R / log SNR Spatialdiversitygain:d(r) m : # transmit antennas n : # receive antennas Example with m=8 and n=4 Errorrate(log) SNR (log) diversity order 1 2 3 4 1 2 3 4 SNR (log) # multiplexed data streams Capacity Using spatial dimensions to multiplex multiple data streams increases capacity Using spatial dimensions for diversity reduces the error rate There is a tradeoff between spatial multiplexing gain and spatial diversity gain1
  • 9. 9 Exploiting spatial domain—from LTE MIMO to 5G CoMP 1) Multiple-input multiple-output (MIMO); 2) Coordinated Multi-Point (CoMP) 2 Gbps peak-rates with 4x4 MIMO1, carrier aggregation and higher order modulation Example: 2 or 4 antennas for transmit and receive Multi-user MIMO and 3D beamforming for better capacity and cell edge performance, Example: 128 or 256 antenna elements for macro deployments Leveraging CoMP2 diversity and multiplexing to extend 5G to new use cases and verticals Example: Multiple small-cells with 4 antennas LTE MIMO 5G Massive MIMO 5G CoMP
  • 10. 10 CoMP is an extension of MIMO Massive MIMO Utilizes a large number of antennas to create multiple spatial dimension from multi-path propagation to increase capacity and coverage and cell edge. Example: Macro deployment Utilizes a large number of distributed antennas to create multiple spatial dimensions for increased capacity and/or spatial diversity for reliability Example: Small-cell deployment CoMP aka Distributed MIMO CoMP server
  • 11. 11 5G CoMP—different flavors 1) For example maximize the minimum signal to noise plus interference ratio; 2) This is referring to downlink. For uplink Joint Reception (JR) can be used. Coord. Sched./Beamforming • Data via one base station • Coordinated beamforming between base stations to improve overall signal quality1 • Coordinated scheduling to maximize resource utilization 2 1 2 1 t0 t0 t1 t1 2 1 Data user 1Data user 2 Dynamic Point Selection • Data via multiple base stations2 • Transmission from a single base station at each time instance • Which base station is transmitting is dynamically changing on a subframe basis Joint Transmission (JT) • Data via multiple base stations2 • Multiple base stations transmit same data with beamforming • Coherent JT enables nulling; requires channel knowledge and antenna calibration Data user 1 & 2Data user 1 & 2 Data user 1 & 2Data user 1 & 2
  • 13. 1313 Signal strength measurement when an obstruction is introduced 3 feet from device Time Factories have challenging RF environments Blockage and reflections by fast moving metal objects such as AGV 1 , cranes and conveyor belts Blockage can cause sudden drop in signal strength Reflections can lead to rapidly varying interference from far-away cells Collecting RF measurements to establish a propagation model for factory environments 1. Automated Guided Vehicle (AGV) 11dB drop
  • 14. 14 Time diversity • Example: Hybrid ARQ • Gains limited by latency Frequency diversity • Wider bandwidth / many channels • Not effective against blockage Radio diversity • Multi-connectivity: NR, LTE, Wi-Fi • Not effective against blockage Spatial diversity • MIMO or CoMP with multiple antennas • CoMP effective against RF blockage Diversity schemes CoMP spatial diversity key for reliability CoMP server RF blockage can cause sudden drop in signal strength
  • 15. 16
  • 16. 1717 Key Industrial IoT functionality targeted for 3GPP rel.16 To support new applications such as wireline replacement of industrial Ethernet for the reconfigurable factory of the future Ultra Reliable, Low Latency Communication (URLLC) Time Sensitive Networks (TSN) Enhanced latency and reliability Spectrum 5G NR in licensed, shared or unlicensed spectrum Handling of Ethernet switch functions Enhanced Quality of Service (QoS) Microsecond time synchronization real-time best effort 1) Transmission and Reception Point (TRP) CoMP multi-TRP1 transmissions
  • 18. 19 User 1User 1 Simultaneous transmission causes interference Time User 1 User 2 User 4 User 3 User 4User 3User 2User 1 User 4User 3User 2 User 4 User 2 User 3 User 1 User 3 User 4 User 2
  • 19. 20 TDM avoids interference, but only one user served at a time Time User 1 User 2 User 4 User 3 User 2 User 3 User 4User 1
  • 20. 21 CoMP combines antennas from multiple small-cells to create more spatial dimensions Additional spatial dimensions allows simultaneous transmission to multiple users in the same geographical area while minimizing interference 5G CoMP increases system capacity from spatial multiplexing Time User 1 User 2 User 4 User 3 User 2 User 3 User 4 User 1 User 2 User 3 User 4 User 1 User 2 User 3 User 4 User 1 User 2 User 3 User 4 User 1
  • 21. 22 • Live 5G CoMP capacity gains have many applications 1) 3GPP TR 22.804 v16.0.0 “Study on Communication for Automation in Vertical Domains” Increased mobile broadband capacity such as small-cell deployments in venues and private 5G networks Efficient spectrum sharing with multiple operators using the same spectrum in the same area simultaneously Tradeoff some capacity gains against higher reliability such as 99.9999% for industrial IoT motion control1 Mobile broadband Spectrum sharing URLLC
  • 22. 23 5G NR in Shared Spectrum (NR-SS) Targeting green-field bands such as 5.9-7.1 GHz and 66-71 GHz bands Flexible NR framework Guaranteed QoS Time synch. and coordination Vertical & horizontal sharing 5G • Flexible framework with forward compatibility • Fast turn-around and self-contained operation • Time synchronization for more efficient sharing • Coordinated sharing to improve QoS • Native support for different priority levels (vertical sharing) • Flexible framework to support various spectrum landscapes • Guaranteed bandwidth for each operator • Opportunistic sharing of unused bandwidth Exploit spatial domain • CoMP with spatial sharing to increase capacity • Spatial Listen Before Talk (LBT) and on-demand LBT Exploit spatial domain • CoMP with spatial sharing to increase capacity • Spatial Listen Before Talk (LBT) and on-demand LBT
  • 24. 2525 5G CoMP testbed small-cell small-cell CoMP server small-cell small-cell mobile phones Setup • 100 MHz bandwidth • 3.5 GHz band 4 small-cells • Two X-pol antennas • 4x4 MIMO capable 4 mobile phones • Two omni antennas • 2x2 MIMO capable CoMP server • High perf. compute • Beamforming
  • 25. 26
  • 26. 27
  • 27. 28 CoMP with spatial sharing with five feet separation between the phones How close can the phones be and still be spatially separated? User 1 User 2 User 3 User 4
  • 28. 30 System throughput barely changes when all four phones are literally stacked on each other Answer: Very close! User 1 User 2 User 3 User 4
  • 29. 31 LTE MIMO → 5G CoMP Continue to exploit the spatial domain to extend 5G to new use cases and verticals Driving the expansion of 5G NR ecosystem and opportunity Learn more at www.qualcomm.com / 5G Making 5G NR a commercial reality for 2019 eMBB deployments 5G CoMP for reliability Using CoMP spatial diversity to provide ultra reliable connectivity for Industrial IoT applications 5G CoMP for capacity Using CoMP spatial multiplexing increases system capacity; 4X gains shown in OTA testbed. 99.9999% reliability 5G NR
  • 30. Nothing in these materials is an offer to sell any of the components or devices referenced herein. ©2018 Qualcomm Technologies, Inc. and/or its affiliated companies. All Rights Reserved. Qualcomm is a trademark of Qualcomm Incorporated, registered in the United States and other countries. Other products and brand names may be trademarks or registered trademarks of their respective owners. References in this presentation to “Qualcomm” may mean Qualcomm Incorporated, Qualcomm Technologies, Inc., and/or other subsidiaries or business units within the Qualcomm corporate structure, as applicable. Qualcomm Incorporated includes Qualcomm’s licensing business, QTL, and the vast majority of its patent portfolio. Qualcomm Technologies, Inc., a wholly-owned subsidiary of Qualcomm Incorporated, operates, along with its subsidiaries, substantially all of Qualcomm’s engineering, research and development functions, and substantially all of its product and services businesses, including its semiconductor business, QCT. Follow us on: For more information, visit us at: www.qualcomm.com & www.qualcomm.com/blog Thank you