SlideShare ist ein Scribd-Unternehmen logo
1 von 29
1
1000x: More small cells
Hyper-dense small cell deployments
June 2014
2
Mobile data traffic growth—
industry preparing for 1000x
1000xdata traffic growth*
Industry preparing for
More devices
everything connected
Richer Content
more video
Cumulative smartphone
forecast between
2014-20181
8~
Billion
Movie (High Definition)
5.93 GB
Movie (Standard Definition)
2.49 GB
Game for Android
1.8 GB
Soundtrack
0.14 GB
Book
0.00091 GB
Interconnected
device forecast
in 20202
25~
Billion
1Gartner,; Mar’14 2Machina Research/GSMA, Dec. ’12.
3Cisco, Feb. ‘13
*1000x would be e.g. reached if mobile data traffic
doubled ten times, but Qualcomm does not make
predictions when 1000x will happen, Qualcomm and
its subsidiaries work on the solutions to enable 1000x
of mobile traffic will
be video by 201732/3~
Bestseller example, richer content:
3
Evolve
3G/4G/Wi-Fi
HetNets
Interference Mgmt/SON
Intelligently
Access 3G/4G/Wi-Fi
Higher efficiency
Rising to meet the 1000x mobile data challenge
More spectrum
In low and higher bands
More small cells
Everywhere!
More ad-hoc small cells
And inside-out deployment
4
We can reach the air link limit—Shannon’s Law
Still ways to improve system capacity
Capacity ≈ n  W  log2( 1+ )Signal
Noise
Number of
antennas
More
spectrum
E.g. Mitigate
interference
5
The biggest gain—re-use Shannon’s Law everywhere!
Capacity ≈ n  W  log2( 1+ )Signal
Noise
Number of
antennas
More
spectrum
E.g. Mitigate
interference
6
Enabling hyper-dense small cells
7
Technology enablers to small cells everywhere
All venues; residential, enterprise, metro, indoor, outdoor and multiple deployment models
Interference
Management
So that capacity scales
with small cells added
Backhaul Solutions
Fixed, wireless, relays
User provided
Highly compact,
low-cost Small Cells
To enable densification
& ease of deployment
Self-organizing
networks (UltraSONN™)
To enable low cost
hyper-dense deployments
UltraSON, a suite of Self Organizing features for small cells, is a product of Qualcomm Technologies, Inc.;.
8
ENTERPRISE
METRO/PICO
RESIDENTIAL/ NEIGHBORHOOD
Qualcomm Technologies Inc.’s small cell solutions for all venues
Complete 3G/4G chipsets
(multimode baseband, RF, power)
Wi-Fi hosting
Software solutions enabling
UltraSONTM, eICIC and HotSpot™ 2.0
Wireless backhaul
HomePlug®, PLC,PON, Ethernet backhaul
UltraSON, FSM and DAN are products of Qualcomm Technologies, Inc.
FSM92xx
FSM92xx
FSM92xx
FSM98xx
FSM98xx
FSM98xx
FSM99xx DAN3xxx
DAN3xxx
DAN3xxx
FSM99xx
FSM99xx
eICIC=enhanced Inter Cell Interference Coordination PLC=Power-line communications, PON=Passive Optical Networks.
Neighborhood Small Business Enterprise Metro Pico
SMALL BUSINESS
9
Enables ‘unplanned’ deployments,
robust mobility and reliable user experience
By providing solutions for self-configuration, mobility management,
resource and transmit power management, backhaul aware operation
Includes 3GPP defined SON
Implements algorithms for 3GPP features
such as ANR, MLB, MRO1
Self-
Configuration
‘Unplanned’
UltraSON enables hyper-dense small cell deployments
Supports all deployment scenarios
Residential/NSC, Enterprise, Metro/Pico
Distributed/hybrid SON
Co-channel with macro or dedicated spectrum
1 ANR - Automatic Neighbor Relations, MLB - Mobility Load Balancing, MRO - Mobility Robustness Optimization
MobilityReliable
coverage
Coordination
Qualcomm Technologies’
UltraSON
Backhaul
aware
UltraSON is a product of Qualcomm Technologies, Inc.
10
Possible With HSPA+ Today
and with LTE Advanced (FeICIC/IC)
~3X
4 Small Cells
+ Range Expansion
~1.6X
4 Small Cells
added
1X
Macro,
Dual-Carrier
Median Gain1
For same amount of Spectrum
HSPA+ example, similar gain for LTE Advanced
1 Gain in median downlink data rate, 4 small cells of pico type added per macro and 50 % of users dropped in clusters closer to picos (within 40m), Model PA3 full buffer ISD 500m. Enabling range expansion features: reduced power on second macro carrier,
Dual-Carrier devices and mitigating uplink and downlink imbalance (3dB Cell-individual offset (CIO) and pico noise-figure pad)
1000x begins with existing spectrum and available techniques
—small cell range expansion further increase capacity
Small Cell
11
1 Assumptions: Pico type of small cell, 10MHz@2GHz + 10MHz@3.6GHz,D1 scenario macro 500m ISD, uniform user distribution scenario. Gain is median throughput improvement, from baseline with macro only on 10MHz@2GH, part of gain is addition of 10MHz
spectrum. Users uniformly distributed—a hotspot scenario could provide higher gains. Macro and outdoor small cells sharing spectrum (co-channel)
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
Capacity scales with small cells added1
LTE Advanced FeICIC with 2x Spectrum added
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELLSMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
SMALL CELL
+4 Small
Cells
~6X
+16 Small
Cells
~21X
+32 Small
Cells
~37X
~11X
+8 Small
Cells
1000x
More small cells:
More ‘unplanned’ ad-hoc deployed small cells
More licensed spectrum:
And new licensing models like ASA/LSA
Next generation interference coordination
Advanced receiver devices and network techniques like FeICIC
Self Organizing Networks (SON)—UltraSON™
Improved techniques LTE in unlicensed spectrum, multiflow,
tighter Wi-Fi and 3G/4G integration and more…
The roadmap to 1000x: hyper-dense small cells, more licensed
spectrum and improved techniques
UltraSON is a product of Qualcomm Technologies, Inc.; .
12
Leveraging next generation advanced receivers
To mitigate interference—even more beneficial in dense small cell deployments
LTE advanced can cancel
common signaling2
HSPA+ cancels inter-cell common
and traffic channels1
Next step for LTE advanced:
further enhanced LTE receivers
Interference Cancellation
Inter cell
interference
Serving cell
1 Qualcomm’s commercial Q-ICE supports equalization and inter-cell interference cancellation. 2Performance requirement added to 3GPP for cancellation of common signaling (PSS/SSS/PBCH/CRS) in Rel 10/11.
13
Combine multiple cells and technologies
Improved offload
to small cells
Efficient network
load balancing
Improved
mobility
Macro
Small Cell
WAN
‘Booster’
Aggregate across
carriers1
WAN
‘Anchor’
Aggregate across cells
—multiflow2
Interworking across
technologies3
Bringing LTE Advanced to
unlicensed spectrum4
Wi-Fi/LTE
‘Booster’
1 Carrier aggregation from 3GPP R8 HSPA+, and from R10 LTE .2 Multiflow is part of 3GPP R11 HSPA+ and R12 LTE candidate. 3 RAN interworking across LTE, HSPA+ and Wi-Fi is an 3GPP R13 candidate.3 Bringing LTE Advanced to unlicensed spectrum is an 3GPP R13 candidate
Unlicensed spectrum
Licensed spectrum
14
Extending the benefits of LTE Advanced to unlicensed spectrum
Features to protect Wi-Fi neighbors
Longer range and increased capacity1 Thanks to LTE Advanced anchor in
licensed spectrum with robust mobility
Common LTE network with common
authentication, security and management.
Coexists with Wi-FiUnified LTE Network
Better network performance Enhanced user experience
Carrier
aggregationIdeal for
small cells
F1
LTE in
Licensed
spectrum
LTE in
Unlicensed
spectrum
5 GHz
700MHz to 3.8GHz
1 Compared to carrier Wi-Fi
15
More ‘unplanned ’ad-hoc small cells
Lower cost deployments in licensed spectrum, coordinated and managed by the operator
16
ENTERPRISE
METRO/PICO
Small cell hyper densification requires more unplanned, ad-hoc
deployments
‘UNPLANNED’
—OPERATOR DEPLOYED
Indoor/outdoor, lampposts,
walls, malls, anywhere…
‘UNPLANNED’
—USER DEPLOYED
Indoor also covering outdoor
‘neighborhood small cells’
Viral, ad-hoc, ’unplanned’, e.g. where
backhaul exists—more like Wi-Fi
Plug & play, self organizing,
coordinated small cells
Managed by operator
in licensed spectrum
Note: Unplanned from an RF perspective, there may still be other planning aspects (like permits etc.)
RESIDENTIAL/ NEIGHBORHOOD
‘UNPLANNED’
—PARTNER DEPLOYED
Such as utility provider, contractor
or enterprise IT department
SMALL BUSINESS
17
We need more indoor deployments—also covering the outside
Capacity from the outside
—to outside/inside users
INSIDE-OUT
And new deployment models like
neighborhood small cells
TRADITIONAL OUTSIDE-IN
Capacity from the inside
– also serving outside users
>70% of mobile data traffic is consumed indoors and steadily increasing
Power &
Backhaul
available
18
More ‘unplanned’, ad-hoc deployed small cells to reach 1000x
ADD 10x SPECTRUM
Example for LTE FDD, 2x2 MIMO. Assumptions: 70% indoor users, 200 Active users per macrocell, small cells randomly dropped in households in a mix of 2 to 6 story apartments.1Small cells on dedicated spectrum used in this example, but we envision future
neighborhood small cells also sharing the spectrum with macro and other small cells. 20% household penetration equals ~ 144 small cells, and 9% penetration equals ~ 65 small cells.
90Mhz for
femtos
3.5GHz
INSIDE-OUT DEPLOYMENT EXAMPLE
‘NEIGHBORHOOD SMALL CELLS’
Median throughput gain versus Macro only baseline
Negligible loss in coverage and
capacity at high small cell density
Example with
higher band:
10Mhz
for
macros
@ 2GHz
100MHz dedicated to small
cells @ 3.6GHz1
~ 20 %
Household
penetration
500x
~ 9%
Household
penetration
1000X
ALSO SERVING OUTSIDE USERS
19
~79%
offloaded
~96%
offloaded~54%offloaded to
small cells
Even low small cell penetration provides good performance
2%
Household penetration, neighborhood small cells
5% 20%
1 Example for LTE FDD, 2x2 MIMO. Assumptions: 70% indoor users, 200 Active users per macrocell, small cells randomly dropped in households in a mix of 2 to 6 story apartments Macro uses 2GHz and small cells uses 3.5GHz.
Shows the percentage of users offloaded to the small cells 1Interference limited, not coverage limited; 20mW or less is sufficient (we compared 20mW/13 dBm with a baseline of 100mW/20dBm).
Low transmit power sufficient1 Gain not sensitive to external wall loss
20
Over-the-air hyper-dense network for all deployment scenarios
All deployment scenarios at our campus work as one seamless network with UltraSON
Outdoor metro/pico
Only ~15m between small cells
Primarily outdoor coverage
Indoor Neighborhood Small Cells
Indoor deployed also for outdoor coverage
Full campus coverage and mobility
Indoor enterprise
Primarily for indoor coverage—
typically limit coverage leakage
to outdoor
UltraSON is a product of Qualcomm Technologies, Inc.
21
Excellent outdoor performance with indoor small cell
<3 Mbps
3 to 5 Mbps
5 to 7 Mbps
7 to 10 Mbps
10 to 15 Mbps
15 to 20 Mbps
> 20 Mbps
DL Throughput
• All indoor NSCs, 23dBm each,
• LTE-TDD, 20 MHz @ 2.6 GHz, 60:40 DL:UL ratio
Low power indoor small cells (23dBm/200mw)
Serving also outdoor users from the inside with a
median outdoor user throughput of ~15 Mbps
Shows the potential of the neighborhood small
cell model and inside-out deployments
22
World’s densest LTE small cells deployment
brings 1000x closer to reality1
If an ‘unplanned’ deployment works at a Nascar venue—it should work everywhere!
1 World’s densest LTE outdoor small cell network as of 4/2014, based on prior publicly announced deployments
0 40m20
23
Bringing 1000x closer to reality: hyper-dense small calls
If ‘unplanned’ hyper-dense deployments work at NASCAR venue—it should work everywhere
0 40m20
World’s densest LTE outdoor network1
Extreme localized data demand, challenging RF conditions
40x more capacity than alt. solutions
Compared to traditional portable macro solution2
Enabled by UltraSONTM
Unplanned deployment, robust mobility, reliable user
experience
31 small cells equivalent to 1000
cells/km2 in the garage area—
22m average site-to-site
distance, and as little as 7m
Dedicated spectrum (LTE TDD
band 41)
1 World’s densest LTE outdoor small cell network as of 4/2014, based on prior publicly announced deployments. 2Compared to a Portable ‘cell on wheels’ site. Sprint/Nascar/Airspan/Qualcomm small cell demo took place March 2nd 2014 at the Phoenix international raceway
UltraSON is a product of Qualcomm Technologies, Inc.
~7m
24
0 40m20
Sprint/Nascar/Airspan/Qualcomm small cell demo took place March 2nd 2014 at the Phoenix international raceway
Traditional
deployment
‘Cell On
Wheels’
Equivalent cell density: 9 cells/km2
Average site-to-site: 519m
Spectrum: 5 + 5 MHz, LTE FDD
Coverage: 0.11 km2
Measured Efficiency
~16 bps/Hz/km2
More than
40x
capacity
‘Unplanned’
small cell
deployment
Equivalent cell density: 1107 cells/km2
Average site-to-site: 22m
Spectrum: 20 MHz, LTE TDD (60%DL/40%UL)
Coverage: 0.028 km2
Measured Efficiency
~660bps/Hz/km2
40x more capacity compared to traditional solutions
Combined with more spectrum, shows that 1000x is feasible in real world environments
25
Summary: Qualcomm enables small cell solutions for 1000x
Multiple paths to 1000x with different small cell types and sizes, indoor, outdoor, …
Enabling
Technologies
Enabling Small Cell
Product Solutions
New small cells
Deployment models
End-to-End
Approach
More ‘unplanned’ Ad-Hoc.
And inside-out such as
neighborhood small cells
Small cell solutions
for all venues
Interference management
UltraSON
Demonstrating
hyper-dense small cells
UltraSON is a product of Qualcomm Technologies, Inc.
Small Cells
Standards
R&D
Devices
26
Will there be 1000x demand?
It’s just a matter of time…
27
Pushing wireless boundaries
To learn more about 1000x, go to
www.qualcomm.com/1000x
To learn more about small cells, go to
www.qualcomm.com/smallcells
To learn more about small cells research:
www.qualcomm.com/research/smallcells
28
@Qualcomm_tech
Questions? - Connect with Us
BLOG
http://www.qualcomm.com/blog/contributors/prakash-sangam
http://www.slideshare.net/qualcommwirelessevolution
http://storify.com/qualcomm_tech
http://www.youtube.com/playlist?list=PL8AD95E4F585237C1&feature=plcp
www.qualcomm.com/technology
29
For more information on Qualcomm, visit us at:
www.qualcomm.com & www.qualcomm.com/blog
© 2014 QUALCOMM Incorporated and/or its subsidiaries. All Rights Reserved.
Qualcomm, UltraSON, and FSM are trademarks of Qualcomm Incorporated, registered in the United States and other countries, used with
permission. Other products or 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.
Thank you
Follow us on:

Weitere ähnliche Inhalte

Was ist angesagt?

Dwika Vision
Dwika VisionDwika Vision
Dwika Visionvideinc
 
What Makes 5G Network Different - Digital Nasional Berhad
What Makes 5G Network Different - Digital Nasional BerhadWhat Makes 5G Network Different - Digital Nasional Berhad
What Makes 5G Network Different - Digital Nasional BerhadDigitalNational
 
LTE: The Vision Beyond 3G
LTE: The Vision Beyond 3GLTE: The Vision Beyond 3G
LTE: The Vision Beyond 3GGoing LTE
 
Small Cell Timing and Sync Presentation SCA 2013
Small Cell Timing and Sync Presentation SCA 2013Small Cell Timing and Sync Presentation SCA 2013
Small Cell Timing and Sync Presentation SCA 2013David Chambers
 
Das small cells_view_leading_edge_wp-111425-en
Das small cells_view_leading_edge_wp-111425-enDas small cells_view_leading_edge_wp-111425-en
Das small cells_view_leading_edge_wp-111425-enSaurabh Verma
 
Ttalteoverview 100923032416 Phpapp01 (1)
Ttalteoverview 100923032416 Phpapp01 (1)Ttalteoverview 100923032416 Phpapp01 (1)
Ttalteoverview 100923032416 Phpapp01 (1)Deepak Sharma
 
Cognitive Radio for Military Communications SPAWAR March 2012
Cognitive Radio for Military Communications SPAWAR March 2012Cognitive Radio for Military Communications SPAWAR March 2012
Cognitive Radio for Military Communications SPAWAR March 2012xG Technology, Inc.
 
A 3G Femtocell Radio - Analog Devices VON Boston Networking Conference Oct 29...
A 3G Femtocell Radio - Analog Devices VON Boston Networking Conference Oct 29...A 3G Femtocell Radio - Analog Devices VON Boston Networking Conference Oct 29...
A 3G Femtocell Radio - Analog Devices VON Boston Networking Conference Oct 29...ddslideshare99
 
Bringing 1000x closer to reality: hyper-dense small cells deployments
Bringing 1000x closer to reality: hyper-dense small cells deploymentsBringing 1000x closer to reality: hyper-dense small cells deployments
Bringing 1000x closer to reality: hyper-dense small cells deploymentsQualcomm Research
 
Introducing mobile telephony
Introducing mobile telephonyIntroducing mobile telephony
Introducing mobile telephonyJoseph Guindeba
 
DAS-&-smallcell_understanding-ibw_Anritsu
DAS-&-smallcell_understanding-ibw_AnritsuDAS-&-smallcell_understanding-ibw_Anritsu
DAS-&-smallcell_understanding-ibw_AnritsuSaurabh Verma
 
Ericsson Technology Review – Microwave backhaul gets a boost with multiband
Ericsson Technology Review – Microwave backhaul gets a boost with multibandEricsson Technology Review – Microwave backhaul gets a boost with multiband
Ericsson Technology Review – Microwave backhaul gets a boost with multibandEricsson
 
Future Technologies and Testing for Fixed Mobile Convergence,SAE and LTE in C...
Future Technologies and Testing for Fixed Mobile Convergence,SAE and LTE in C...Future Technologies and Testing for Fixed Mobile Convergence,SAE and LTE in C...
Future Technologies and Testing for Fixed Mobile Convergence,SAE and LTE in C...Going LTE
 

Was ist angesagt? (20)

Dwika Vision
Dwika VisionDwika Vision
Dwika Vision
 
What Makes 5G Network Different - Digital Nasional Berhad
What Makes 5G Network Different - Digital Nasional BerhadWhat Makes 5G Network Different - Digital Nasional Berhad
What Makes 5G Network Different - Digital Nasional Berhad
 
LTE: The Vision Beyond 3G
LTE: The Vision Beyond 3GLTE: The Vision Beyond 3G
LTE: The Vision Beyond 3G
 
Small Cell Timing and Sync Presentation SCA 2013
Small Cell Timing and Sync Presentation SCA 2013Small Cell Timing and Sync Presentation SCA 2013
Small Cell Timing and Sync Presentation SCA 2013
 
Das small cells_view_leading_edge_wp-111425-en
Das small cells_view_leading_edge_wp-111425-enDas small cells_view_leading_edge_wp-111425-en
Das small cells_view_leading_edge_wp-111425-en
 
Mobile data offloading
Mobile data offloadingMobile data offloading
Mobile data offloading
 
Ttalteoverview 100923032416 Phpapp01 (1)
Ttalteoverview 100923032416 Phpapp01 (1)Ttalteoverview 100923032416 Phpapp01 (1)
Ttalteoverview 100923032416 Phpapp01 (1)
 
Xmax
XmaxXmax
Xmax
 
Cognitive Radio for Military Communications SPAWAR March 2012
Cognitive Radio for Military Communications SPAWAR March 2012Cognitive Radio for Military Communications SPAWAR March 2012
Cognitive Radio for Military Communications SPAWAR March 2012
 
A 3G Femtocell Radio - Analog Devices VON Boston Networking Conference Oct 29...
A 3G Femtocell Radio - Analog Devices VON Boston Networking Conference Oct 29...A 3G Femtocell Radio - Analog Devices VON Boston Networking Conference Oct 29...
A 3G Femtocell Radio - Analog Devices VON Boston Networking Conference Oct 29...
 
Bringing 1000x closer to reality: hyper-dense small cells deployments
Bringing 1000x closer to reality: hyper-dense small cells deploymentsBringing 1000x closer to reality: hyper-dense small cells deployments
Bringing 1000x closer to reality: hyper-dense small cells deployments
 
Introducing mobile telephony
Introducing mobile telephonyIntroducing mobile telephony
Introducing mobile telephony
 
DAS-&-smallcell_understanding-ibw_Anritsu
DAS-&-smallcell_understanding-ibw_AnritsuDAS-&-smallcell_understanding-ibw_Anritsu
DAS-&-smallcell_understanding-ibw_Anritsu
 
Xmax Technology Doc
Xmax Technology DocXmax Technology Doc
Xmax Technology Doc
 
ppt on femtocell
ppt on femtocellppt on femtocell
ppt on femtocell
 
3g 4g ppt
3g 4g ppt3g 4g ppt
3g 4g ppt
 
Ericsson Technology Review – Microwave backhaul gets a boost with multiband
Ericsson Technology Review – Microwave backhaul gets a boost with multibandEricsson Technology Review – Microwave backhaul gets a boost with multiband
Ericsson Technology Review – Microwave backhaul gets a boost with multiband
 
Future Technologies and Testing for Fixed Mobile Convergence,SAE and LTE in C...
Future Technologies and Testing for Fixed Mobile Convergence,SAE and LTE in C...Future Technologies and Testing for Fixed Mobile Convergence,SAE and LTE in C...
Future Technologies and Testing for Fixed Mobile Convergence,SAE and LTE in C...
 
3g technologies
3g technologies3g technologies
3g technologies
 
FEMTOCELL
FEMTOCELLFEMTOCELL
FEMTOCELL
 

Andere mochten auch

The Magic of Mobile Broadband: Wireless Fundamentals
The Magic of Mobile Broadband: Wireless FundamentalsThe Magic of Mobile Broadband: Wireless Fundamentals
The Magic of Mobile Broadband: Wireless FundamentalsQualcomm Research
 
Guevarra institute of technology -- neri
Guevarra institute of technology  -- neriGuevarra institute of technology  -- neri
Guevarra institute of technology -- neriaejay_neri
 
Soomaa.com kaasus internetiturundusest
Soomaa.com kaasus internetiturundusestSoomaa.com kaasus internetiturundusest
Soomaa.com kaasus internetiturundusestAivar Ruukel
 
5.2.2.6 lab configuring dynamic and static nat - ilm
5.2.2.6 lab   configuring dynamic and static nat - ilm5.2.2.6 lab   configuring dynamic and static nat - ilm
5.2.2.6 lab configuring dynamic and static nat - ilmOmar E Garcia V
 
Clase 1 neurologia
Clase 1 neurologiaClase 1 neurologia
Clase 1 neurologiaVane Romero
 
Datos estadísticos ERE 2010
Datos estadísticos ERE 2010Datos estadísticos ERE 2010
Datos estadísticos ERE 2010MaestroPedro .
 
Presentacion Centro Cultural Empoderarte
Presentacion Centro Cultural EmpoderartePresentacion Centro Cultural Empoderarte
Presentacion Centro Cultural Empoderartepablovt
 
Alexandra belinda la gardenia blanca de shanghai
Alexandra belinda   la gardenia blanca de shanghaiAlexandra belinda   la gardenia blanca de shanghai
Alexandra belinda la gardenia blanca de shanghaiJocelyn Henriquez
 
Pinturas de Juan Lobillo
Pinturas de Juan LobilloPinturas de Juan Lobillo
Pinturas de Juan Lobillobur
 
Prólogo de un Archipiélago Emprendedor
Prólogo de un Archipiélago EmprendedorPrólogo de un Archipiélago Emprendedor
Prólogo de un Archipiélago EmprendedorFrancisco Mesa
 
Una red informática es un conjunto de dispositivos interconectados entre sí a...
Una red informática es un conjunto de dispositivos interconectados entre sí a...Una red informática es un conjunto de dispositivos interconectados entre sí a...
Una red informática es un conjunto de dispositivos interconectados entre sí a...Julii Piiñeroz
 
File iso 26000 schede rsi csr con il veneto nel piano d azione nazionale 2012...
File iso 26000 schede rsi csr con il veneto nel piano d azione nazionale 2012...File iso 26000 schede rsi csr con il veneto nel piano d azione nazionale 2012...
File iso 26000 schede rsi csr con il veneto nel piano d azione nazionale 2012...Sostenibile Responsabile
 
Oferta de ciclos formativos de grado medio y superior de gran canaria 2014 15...
Oferta de ciclos formativos de grado medio y superior de gran canaria 2014 15...Oferta de ciclos formativos de grado medio y superior de gran canaria 2014 15...
Oferta de ciclos formativos de grado medio y superior de gran canaria 2014 15...Sandramartinrodriguez
 

Andere mochten auch (19)

The Magic of Mobile Broadband: Wireless Fundamentals
The Magic of Mobile Broadband: Wireless FundamentalsThe Magic of Mobile Broadband: Wireless Fundamentals
The Magic of Mobile Broadband: Wireless Fundamentals
 
Guevarra institute of technology -- neri
Guevarra institute of technology  -- neriGuevarra institute of technology  -- neri
Guevarra institute of technology -- neri
 
Memoria año 2010 membrilla
Memoria año 2010 membrillaMemoria año 2010 membrilla
Memoria año 2010 membrilla
 
A APS COMO EIXO ESTRUTURADOR DO PLANEJAMENTO EM SAÚDE NO ESTADO_Wagner Fulgencio
A APS COMO EIXO ESTRUTURADOR DO PLANEJAMENTO EM SAÚDE NO ESTADO_Wagner FulgencioA APS COMO EIXO ESTRUTURADOR DO PLANEJAMENTO EM SAÚDE NO ESTADO_Wagner Fulgencio
A APS COMO EIXO ESTRUTURADOR DO PLANEJAMENTO EM SAÚDE NO ESTADO_Wagner Fulgencio
 
Eska crm
Eska crmEska crm
Eska crm
 
Soomaa.com kaasus internetiturundusest
Soomaa.com kaasus internetiturundusestSoomaa.com kaasus internetiturundusest
Soomaa.com kaasus internetiturundusest
 
5.2.2.6 lab configuring dynamic and static nat - ilm
5.2.2.6 lab   configuring dynamic and static nat - ilm5.2.2.6 lab   configuring dynamic and static nat - ilm
5.2.2.6 lab configuring dynamic and static nat - ilm
 
Clase 1 neurologia
Clase 1 neurologiaClase 1 neurologia
Clase 1 neurologia
 
Datos estadísticos ERE 2010
Datos estadísticos ERE 2010Datos estadísticos ERE 2010
Datos estadísticos ERE 2010
 
Presentacion Centro Cultural Empoderarte
Presentacion Centro Cultural EmpoderartePresentacion Centro Cultural Empoderarte
Presentacion Centro Cultural Empoderarte
 
Páncreas
PáncreasPáncreas
Páncreas
 
Alexandra belinda la gardenia blanca de shanghai
Alexandra belinda   la gardenia blanca de shanghaiAlexandra belinda   la gardenia blanca de shanghai
Alexandra belinda la gardenia blanca de shanghai
 
Pinturas de Juan Lobillo
Pinturas de Juan LobilloPinturas de Juan Lobillo
Pinturas de Juan Lobillo
 
Prólogo de un Archipiélago Emprendedor
Prólogo de un Archipiélago EmprendedorPrólogo de un Archipiélago Emprendedor
Prólogo de un Archipiélago Emprendedor
 
Aniversarios de boda
Aniversarios de bodaAniversarios de boda
Aniversarios de boda
 
Una red informática es un conjunto de dispositivos interconectados entre sí a...
Una red informática es un conjunto de dispositivos interconectados entre sí a...Una red informática es un conjunto de dispositivos interconectados entre sí a...
Una red informática es un conjunto de dispositivos interconectados entre sí a...
 
Marketing Dental Octubre 2012
Marketing Dental Octubre 2012Marketing Dental Octubre 2012
Marketing Dental Octubre 2012
 
File iso 26000 schede rsi csr con il veneto nel piano d azione nazionale 2012...
File iso 26000 schede rsi csr con il veneto nel piano d azione nazionale 2012...File iso 26000 schede rsi csr con il veneto nel piano d azione nazionale 2012...
File iso 26000 schede rsi csr con il veneto nel piano d azione nazionale 2012...
 
Oferta de ciclos formativos de grado medio y superior de gran canaria 2014 15...
Oferta de ciclos formativos de grado medio y superior de gran canaria 2014 15...Oferta de ciclos formativos de grado medio y superior de gran canaria 2014 15...
Oferta de ciclos formativos de grado medio y superior de gran canaria 2014 15...
 

Ähnlich wie 1000x: More Small Cells

Spectrum: The Lifeblood of Mobile Connectivity
Spectrum: The Lifeblood of Mobile ConnectivitySpectrum: The Lifeblood of Mobile Connectivity
Spectrum: The Lifeblood of Mobile ConnectivityQualcomm Research
 
Lte advanced - evolving and expanding into new frontiers
Lte advanced - evolving and expanding into new frontiersLte advanced - evolving and expanding into new frontiers
Lte advanced - evolving and expanding into new frontiersSatya Harish
 
DWS16 - Mobile networks forum - Laurent Fournier, Qualcomm
DWS16 - Mobile networks forum - Laurent Fournier, QualcommDWS16 - Mobile networks forum - Laurent Fournier, Qualcomm
DWS16 - Mobile networks forum - Laurent Fournier, QualcommIDATE DigiWorld
 
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
 
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
 
Providing the connectivity fabric for everything
Providing the connectivity fabric for everythingProviding the connectivity fabric for everything
Providing the connectivity fabric for everythingQualcomm Research
 
Qualcomm 5g-vision-presentation
Qualcomm 5g-vision-presentationQualcomm 5g-vision-presentation
Qualcomm 5g-vision-presentationYali Wang
 
5G Expectation and Beyond - an Operator Perspective - CG Gustiana
5G Expectation and Beyond - an Operator Perspective - CG Gustiana5G Expectation and Beyond - an Operator Perspective - CG Gustiana
5G Expectation and Beyond - an Operator Perspective - CG GustianaMastel Indonesia
 
14th rio wireless alberto boaventura oi v1.0
14th rio wireless   alberto boaventura oi v1.014th rio wireless   alberto boaventura oi v1.0
14th rio wireless alberto boaventura oi v1.0Alberto Boaventura
 
Xmax technology
Xmax technologyXmax technology
Xmax technology9758582456
 
Paving the path to Narrowband 5G with LTE IoT
Paving the path to Narrowband 5G with LTE IoTPaving the path to Narrowband 5G with LTE IoT
Paving the path to Narrowband 5G with LTE IoTQualcomm Research
 
Introduction to 5G by Doug Hohulin
Introduction to 5G by Doug HohulinIntroduction to 5G by Doug Hohulin
Introduction to 5G by Doug HohulinGigabit City Summit
 
Sky Con Presentation
Sky Con PresentationSky Con Presentation
Sky Con PresentationEvert Bopp
 

Ähnlich wie 1000x: More Small Cells (20)

Qualcomm small cells
Qualcomm small cellsQualcomm small cells
Qualcomm small cells
 
Spectrum: The Lifeblood of Mobile Connectivity
Spectrum: The Lifeblood of Mobile ConnectivitySpectrum: The Lifeblood of Mobile Connectivity
Spectrum: The Lifeblood of Mobile Connectivity
 
Lte advanced - evolving and expanding into new frontiers
Lte advanced - evolving and expanding into new frontiersLte advanced - evolving and expanding into new frontiers
Lte advanced - evolving and expanding into new frontiers
 
DWS16 - Mobile networks forum - Laurent Fournier, Qualcomm
DWS16 - Mobile networks forum - Laurent Fournier, QualcommDWS16 - Mobile networks forum - Laurent Fournier, Qualcomm
DWS16 - Mobile networks forum - Laurent Fournier, Qualcomm
 
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
 
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
 
a Good pdf about LTE-Advanced
a Good pdf about LTE-Advanceda Good pdf about LTE-Advanced
a Good pdf about LTE-Advanced
 
Providing the connectivity fabric for everything
Providing the connectivity fabric for everythingProviding the connectivity fabric for everything
Providing the connectivity fabric for everything
 
Qualcomm 5g-vision-presentation
Qualcomm 5g-vision-presentationQualcomm 5g-vision-presentation
Qualcomm 5g-vision-presentation
 
5G Expectation and Beyond - an Operator Perspective - CG Gustiana
5G Expectation and Beyond - an Operator Perspective - CG Gustiana5G Expectation and Beyond - an Operator Perspective - CG Gustiana
5G Expectation and Beyond - an Operator Perspective - CG Gustiana
 
14th rio wireless alberto boaventura oi v1.0
14th rio wireless   alberto boaventura oi v1.014th rio wireless   alberto boaventura oi v1.0
14th rio wireless alberto boaventura oi v1.0
 
Xmax technology
Xmax technologyXmax technology
Xmax technology
 
Nsu notes-unit-i
Nsu notes-unit-iNsu notes-unit-i
Nsu notes-unit-i
 
X max Technology
X max TechnologyX max Technology
X max Technology
 
Paving the path to Narrowband 5G with LTE IoT
Paving the path to Narrowband 5G with LTE IoTPaving the path to Narrowband 5G with LTE IoT
Paving the path to Narrowband 5G with LTE IoT
 
X-Max Technology ppt
X-Max Technology pptX-Max Technology ppt
X-Max Technology ppt
 
Introduction to 5G by Doug Hohulin
Introduction to 5G by Doug HohulinIntroduction to 5G by Doug Hohulin
Introduction to 5G by Doug Hohulin
 
Sky Con Presentation
Sky Con PresentationSky Con Presentation
Sky Con Presentation
 
5G antenna-Technology
5G antenna-Technology5G antenna-Technology
5G antenna-Technology
 

Mehr von 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
 
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
 
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
 

Mehr von 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
 
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
 
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
 

Kürzlich hochgeladen

WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...shyamraj55
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...HostedbyConfluent
 
Google AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAGGoogle AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAGSujit Pal
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 

Kürzlich hochgeladen (20)

WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
 
Google AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAGGoogle AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAG
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 

1000x: More Small Cells

  • 1. 1 1000x: More small cells Hyper-dense small cell deployments June 2014
  • 2. 2 Mobile data traffic growth— industry preparing for 1000x 1000xdata traffic growth* Industry preparing for More devices everything connected Richer Content more video Cumulative smartphone forecast between 2014-20181 8~ Billion Movie (High Definition) 5.93 GB Movie (Standard Definition) 2.49 GB Game for Android 1.8 GB Soundtrack 0.14 GB Book 0.00091 GB Interconnected device forecast in 20202 25~ Billion 1Gartner,; Mar’14 2Machina Research/GSMA, Dec. ’12. 3Cisco, Feb. ‘13 *1000x would be e.g. reached if mobile data traffic doubled ten times, but Qualcomm does not make predictions when 1000x will happen, Qualcomm and its subsidiaries work on the solutions to enable 1000x of mobile traffic will be video by 201732/3~ Bestseller example, richer content:
  • 3. 3 Evolve 3G/4G/Wi-Fi HetNets Interference Mgmt/SON Intelligently Access 3G/4G/Wi-Fi Higher efficiency Rising to meet the 1000x mobile data challenge More spectrum In low and higher bands More small cells Everywhere! More ad-hoc small cells And inside-out deployment
  • 4. 4 We can reach the air link limit—Shannon’s Law Still ways to improve system capacity Capacity ≈ n  W  log2( 1+ )Signal Noise Number of antennas More spectrum E.g. Mitigate interference
  • 5. 5 The biggest gain—re-use Shannon’s Law everywhere! Capacity ≈ n  W  log2( 1+ )Signal Noise Number of antennas More spectrum E.g. Mitigate interference
  • 7. 7 Technology enablers to small cells everywhere All venues; residential, enterprise, metro, indoor, outdoor and multiple deployment models Interference Management So that capacity scales with small cells added Backhaul Solutions Fixed, wireless, relays User provided Highly compact, low-cost Small Cells To enable densification & ease of deployment Self-organizing networks (UltraSONN™) To enable low cost hyper-dense deployments UltraSON, a suite of Self Organizing features for small cells, is a product of Qualcomm Technologies, Inc.;.
  • 8. 8 ENTERPRISE METRO/PICO RESIDENTIAL/ NEIGHBORHOOD Qualcomm Technologies Inc.’s small cell solutions for all venues Complete 3G/4G chipsets (multimode baseband, RF, power) Wi-Fi hosting Software solutions enabling UltraSONTM, eICIC and HotSpot™ 2.0 Wireless backhaul HomePlug®, PLC,PON, Ethernet backhaul UltraSON, FSM and DAN are products of Qualcomm Technologies, Inc. FSM92xx FSM92xx FSM92xx FSM98xx FSM98xx FSM98xx FSM99xx DAN3xxx DAN3xxx DAN3xxx FSM99xx FSM99xx eICIC=enhanced Inter Cell Interference Coordination PLC=Power-line communications, PON=Passive Optical Networks. Neighborhood Small Business Enterprise Metro Pico SMALL BUSINESS
  • 9. 9 Enables ‘unplanned’ deployments, robust mobility and reliable user experience By providing solutions for self-configuration, mobility management, resource and transmit power management, backhaul aware operation Includes 3GPP defined SON Implements algorithms for 3GPP features such as ANR, MLB, MRO1 Self- Configuration ‘Unplanned’ UltraSON enables hyper-dense small cell deployments Supports all deployment scenarios Residential/NSC, Enterprise, Metro/Pico Distributed/hybrid SON Co-channel with macro or dedicated spectrum 1 ANR - Automatic Neighbor Relations, MLB - Mobility Load Balancing, MRO - Mobility Robustness Optimization MobilityReliable coverage Coordination Qualcomm Technologies’ UltraSON Backhaul aware UltraSON is a product of Qualcomm Technologies, Inc.
  • 10. 10 Possible With HSPA+ Today and with LTE Advanced (FeICIC/IC) ~3X 4 Small Cells + Range Expansion ~1.6X 4 Small Cells added 1X Macro, Dual-Carrier Median Gain1 For same amount of Spectrum HSPA+ example, similar gain for LTE Advanced 1 Gain in median downlink data rate, 4 small cells of pico type added per macro and 50 % of users dropped in clusters closer to picos (within 40m), Model PA3 full buffer ISD 500m. Enabling range expansion features: reduced power on second macro carrier, Dual-Carrier devices and mitigating uplink and downlink imbalance (3dB Cell-individual offset (CIO) and pico noise-figure pad) 1000x begins with existing spectrum and available techniques —small cell range expansion further increase capacity Small Cell
  • 11. 11 1 Assumptions: Pico type of small cell, 10MHz@2GHz + 10MHz@3.6GHz,D1 scenario macro 500m ISD, uniform user distribution scenario. Gain is median throughput improvement, from baseline with macro only on 10MHz@2GH, part of gain is addition of 10MHz spectrum. Users uniformly distributed—a hotspot scenario could provide higher gains. Macro and outdoor small cells sharing spectrum (co-channel) SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL Capacity scales with small cells added1 LTE Advanced FeICIC with 2x Spectrum added SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELLSMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL SMALL CELL +4 Small Cells ~6X +16 Small Cells ~21X +32 Small Cells ~37X ~11X +8 Small Cells 1000x More small cells: More ‘unplanned’ ad-hoc deployed small cells More licensed spectrum: And new licensing models like ASA/LSA Next generation interference coordination Advanced receiver devices and network techniques like FeICIC Self Organizing Networks (SON)—UltraSON™ Improved techniques LTE in unlicensed spectrum, multiflow, tighter Wi-Fi and 3G/4G integration and more… The roadmap to 1000x: hyper-dense small cells, more licensed spectrum and improved techniques UltraSON is a product of Qualcomm Technologies, Inc.; .
  • 12. 12 Leveraging next generation advanced receivers To mitigate interference—even more beneficial in dense small cell deployments LTE advanced can cancel common signaling2 HSPA+ cancels inter-cell common and traffic channels1 Next step for LTE advanced: further enhanced LTE receivers Interference Cancellation Inter cell interference Serving cell 1 Qualcomm’s commercial Q-ICE supports equalization and inter-cell interference cancellation. 2Performance requirement added to 3GPP for cancellation of common signaling (PSS/SSS/PBCH/CRS) in Rel 10/11.
  • 13. 13 Combine multiple cells and technologies Improved offload to small cells Efficient network load balancing Improved mobility Macro Small Cell WAN ‘Booster’ Aggregate across carriers1 WAN ‘Anchor’ Aggregate across cells —multiflow2 Interworking across technologies3 Bringing LTE Advanced to unlicensed spectrum4 Wi-Fi/LTE ‘Booster’ 1 Carrier aggregation from 3GPP R8 HSPA+, and from R10 LTE .2 Multiflow is part of 3GPP R11 HSPA+ and R12 LTE candidate. 3 RAN interworking across LTE, HSPA+ and Wi-Fi is an 3GPP R13 candidate.3 Bringing LTE Advanced to unlicensed spectrum is an 3GPP R13 candidate Unlicensed spectrum Licensed spectrum
  • 14. 14 Extending the benefits of LTE Advanced to unlicensed spectrum Features to protect Wi-Fi neighbors Longer range and increased capacity1 Thanks to LTE Advanced anchor in licensed spectrum with robust mobility Common LTE network with common authentication, security and management. Coexists with Wi-FiUnified LTE Network Better network performance Enhanced user experience Carrier aggregationIdeal for small cells F1 LTE in Licensed spectrum LTE in Unlicensed spectrum 5 GHz 700MHz to 3.8GHz 1 Compared to carrier Wi-Fi
  • 15. 15 More ‘unplanned ’ad-hoc small cells Lower cost deployments in licensed spectrum, coordinated and managed by the operator
  • 16. 16 ENTERPRISE METRO/PICO Small cell hyper densification requires more unplanned, ad-hoc deployments ‘UNPLANNED’ —OPERATOR DEPLOYED Indoor/outdoor, lampposts, walls, malls, anywhere… ‘UNPLANNED’ —USER DEPLOYED Indoor also covering outdoor ‘neighborhood small cells’ Viral, ad-hoc, ’unplanned’, e.g. where backhaul exists—more like Wi-Fi Plug & play, self organizing, coordinated small cells Managed by operator in licensed spectrum Note: Unplanned from an RF perspective, there may still be other planning aspects (like permits etc.) RESIDENTIAL/ NEIGHBORHOOD ‘UNPLANNED’ —PARTNER DEPLOYED Such as utility provider, contractor or enterprise IT department SMALL BUSINESS
  • 17. 17 We need more indoor deployments—also covering the outside Capacity from the outside —to outside/inside users INSIDE-OUT And new deployment models like neighborhood small cells TRADITIONAL OUTSIDE-IN Capacity from the inside – also serving outside users >70% of mobile data traffic is consumed indoors and steadily increasing Power & Backhaul available
  • 18. 18 More ‘unplanned’, ad-hoc deployed small cells to reach 1000x ADD 10x SPECTRUM Example for LTE FDD, 2x2 MIMO. Assumptions: 70% indoor users, 200 Active users per macrocell, small cells randomly dropped in households in a mix of 2 to 6 story apartments.1Small cells on dedicated spectrum used in this example, but we envision future neighborhood small cells also sharing the spectrum with macro and other small cells. 20% household penetration equals ~ 144 small cells, and 9% penetration equals ~ 65 small cells. 90Mhz for femtos 3.5GHz INSIDE-OUT DEPLOYMENT EXAMPLE ‘NEIGHBORHOOD SMALL CELLS’ Median throughput gain versus Macro only baseline Negligible loss in coverage and capacity at high small cell density Example with higher band: 10Mhz for macros @ 2GHz 100MHz dedicated to small cells @ 3.6GHz1 ~ 20 % Household penetration 500x ~ 9% Household penetration 1000X ALSO SERVING OUTSIDE USERS
  • 19. 19 ~79% offloaded ~96% offloaded~54%offloaded to small cells Even low small cell penetration provides good performance 2% Household penetration, neighborhood small cells 5% 20% 1 Example for LTE FDD, 2x2 MIMO. Assumptions: 70% indoor users, 200 Active users per macrocell, small cells randomly dropped in households in a mix of 2 to 6 story apartments Macro uses 2GHz and small cells uses 3.5GHz. Shows the percentage of users offloaded to the small cells 1Interference limited, not coverage limited; 20mW or less is sufficient (we compared 20mW/13 dBm with a baseline of 100mW/20dBm). Low transmit power sufficient1 Gain not sensitive to external wall loss
  • 20. 20 Over-the-air hyper-dense network for all deployment scenarios All deployment scenarios at our campus work as one seamless network with UltraSON Outdoor metro/pico Only ~15m between small cells Primarily outdoor coverage Indoor Neighborhood Small Cells Indoor deployed also for outdoor coverage Full campus coverage and mobility Indoor enterprise Primarily for indoor coverage— typically limit coverage leakage to outdoor UltraSON is a product of Qualcomm Technologies, Inc.
  • 21. 21 Excellent outdoor performance with indoor small cell <3 Mbps 3 to 5 Mbps 5 to 7 Mbps 7 to 10 Mbps 10 to 15 Mbps 15 to 20 Mbps > 20 Mbps DL Throughput • All indoor NSCs, 23dBm each, • LTE-TDD, 20 MHz @ 2.6 GHz, 60:40 DL:UL ratio Low power indoor small cells (23dBm/200mw) Serving also outdoor users from the inside with a median outdoor user throughput of ~15 Mbps Shows the potential of the neighborhood small cell model and inside-out deployments
  • 22. 22 World’s densest LTE small cells deployment brings 1000x closer to reality1 If an ‘unplanned’ deployment works at a Nascar venue—it should work everywhere! 1 World’s densest LTE outdoor small cell network as of 4/2014, based on prior publicly announced deployments 0 40m20
  • 23. 23 Bringing 1000x closer to reality: hyper-dense small calls If ‘unplanned’ hyper-dense deployments work at NASCAR venue—it should work everywhere 0 40m20 World’s densest LTE outdoor network1 Extreme localized data demand, challenging RF conditions 40x more capacity than alt. solutions Compared to traditional portable macro solution2 Enabled by UltraSONTM Unplanned deployment, robust mobility, reliable user experience 31 small cells equivalent to 1000 cells/km2 in the garage area— 22m average site-to-site distance, and as little as 7m Dedicated spectrum (LTE TDD band 41) 1 World’s densest LTE outdoor small cell network as of 4/2014, based on prior publicly announced deployments. 2Compared to a Portable ‘cell on wheels’ site. Sprint/Nascar/Airspan/Qualcomm small cell demo took place March 2nd 2014 at the Phoenix international raceway UltraSON is a product of Qualcomm Technologies, Inc. ~7m
  • 24. 24 0 40m20 Sprint/Nascar/Airspan/Qualcomm small cell demo took place March 2nd 2014 at the Phoenix international raceway Traditional deployment ‘Cell On Wheels’ Equivalent cell density: 9 cells/km2 Average site-to-site: 519m Spectrum: 5 + 5 MHz, LTE FDD Coverage: 0.11 km2 Measured Efficiency ~16 bps/Hz/km2 More than 40x capacity ‘Unplanned’ small cell deployment Equivalent cell density: 1107 cells/km2 Average site-to-site: 22m Spectrum: 20 MHz, LTE TDD (60%DL/40%UL) Coverage: 0.028 km2 Measured Efficiency ~660bps/Hz/km2 40x more capacity compared to traditional solutions Combined with more spectrum, shows that 1000x is feasible in real world environments
  • 25. 25 Summary: Qualcomm enables small cell solutions for 1000x Multiple paths to 1000x with different small cell types and sizes, indoor, outdoor, … Enabling Technologies Enabling Small Cell Product Solutions New small cells Deployment models End-to-End Approach More ‘unplanned’ Ad-Hoc. And inside-out such as neighborhood small cells Small cell solutions for all venues Interference management UltraSON Demonstrating hyper-dense small cells UltraSON is a product of Qualcomm Technologies, Inc. Small Cells Standards R&D Devices
  • 26. 26 Will there be 1000x demand? It’s just a matter of time…
  • 27. 27 Pushing wireless boundaries To learn more about 1000x, go to www.qualcomm.com/1000x To learn more about small cells, go to www.qualcomm.com/smallcells To learn more about small cells research: www.qualcomm.com/research/smallcells
  • 28. 28 @Qualcomm_tech Questions? - Connect with Us BLOG http://www.qualcomm.com/blog/contributors/prakash-sangam http://www.slideshare.net/qualcommwirelessevolution http://storify.com/qualcomm_tech http://www.youtube.com/playlist?list=PL8AD95E4F585237C1&feature=plcp www.qualcomm.com/technology
  • 29. 29 For more information on Qualcomm, visit us at: www.qualcomm.com & www.qualcomm.com/blog © 2014 QUALCOMM Incorporated and/or its subsidiaries. All Rights Reserved. Qualcomm, UltraSON, and FSM are trademarks of Qualcomm Incorporated, registered in the United States and other countries, used with permission. Other products or 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. Thank you Follow us on: