- There is a rich roadmap of 5G technologies coming in the second half of the 5G decade with the 5G Advanced evolution
- 6G will be the future innovation platform for 2030 and beyond building on the 5G Advanced foundation
- 6G will be more than just a new radio design, expanding the role of AI, sensing and others in the connected intelligent edge
- Qualcomm is leading cutting-edge wireless research across six key technology vectors on the path to 6G
3GPP Release 17: Completing the first phase of 5G evolutionQualcomm Research
This presentation summarizes 5G NR Release 17 projects that was completed in March 2022. It further enhances 5G foundation and expands into new devices, use cases, verticals.
5G is designed to serve an unprecedented range of capabilities with a single global standard. With enhanced mobile broadband (eMBB), massive IoT (mIoT), and mission-critical IoT, the three pillars of 5G represent extremes in performance and associated complexity. For IoT services, NB-IoT and eMTC devices prioritize low power consumption and the lowest complexity for wide-area deployments (LPWA), while enhanced ultra-reliable, low-latency communication (eURLLC), along with time-sensitive networking (TSN), delivers the most stringent use case requirements. But there exists an opportunity to more efficiently address a broad range of mid-tier applications with capabilities ranging between these extremes.
In 5G NR Release 17, 3GPP introduced a new tier of reduced capability (RedCap) devices, also known as NR-Light. It is a new device platform that bridges the capability and complexity gap between the extremes in 5G today with an optimized design for mid-tier use cases. With the recent standards completion, NR-Light is set to efficiently expand the 5G universe to connect new frontiers.
Download this presentation to learn:
• What NR-Light is and why it can herald the next wave of 5G expansion
• How NR-Light is accelerating the growth of the connected intelligent edge
• Why NR-Light is a suitable 5G migration path for mid-tier LTE devices
This presentation covers an industry perspective and a roadmap towards 5G with open and democratized interfaces. It covers examples of open reference platforms and how open source communities can complement standard bodies such as 3GPP and IEEE. It characterizes RAN and user and control plane core micro services and discusses opportunities for embedded network telemetry for emerging machine learning applications.
Speaker: Tom Tofigh, Principal Member of Technical Staff (Architect) at AT&T
This presentation outlines the synergistic nature of 5G and AI -- two disruptive areas of innovations that can change the world. It illustrates the benefits of adopting AI for the advancements of 5G, as well as showcases the latest progress made by Qualcomm Technologies, Inc.
Setting off the 5G Advanced evolution with 3GPP Release 18Qualcomm Research
In December 2021, 3GPP has reached a consensus on the scope of 5G NR Release 18. This is a significant milestone marking the beginning of 5G Advanced — the second wave of wireless innovations that will fulfill the 5G vision. Release 18 will build on the solid foundation set by Releases 15, 16, and 17, and it sets the longer-term evolution direction of 5G and beyond. This release will encompass a wide range of new and enhancement projects, ranging from improved MIMO and application of AI/ML-enabled air interface to extended reality optimizations and broader IoT support.
3GPP Release 17: Completing the first phase of 5G evolutionQualcomm Research
This presentation summarizes 5G NR Release 17 projects that was completed in March 2022. It further enhances 5G foundation and expands into new devices, use cases, verticals.
5G is designed to serve an unprecedented range of capabilities with a single global standard. With enhanced mobile broadband (eMBB), massive IoT (mIoT), and mission-critical IoT, the three pillars of 5G represent extremes in performance and associated complexity. For IoT services, NB-IoT and eMTC devices prioritize low power consumption and the lowest complexity for wide-area deployments (LPWA), while enhanced ultra-reliable, low-latency communication (eURLLC), along with time-sensitive networking (TSN), delivers the most stringent use case requirements. But there exists an opportunity to more efficiently address a broad range of mid-tier applications with capabilities ranging between these extremes.
In 5G NR Release 17, 3GPP introduced a new tier of reduced capability (RedCap) devices, also known as NR-Light. It is a new device platform that bridges the capability and complexity gap between the extremes in 5G today with an optimized design for mid-tier use cases. With the recent standards completion, NR-Light is set to efficiently expand the 5G universe to connect new frontiers.
Download this presentation to learn:
• What NR-Light is and why it can herald the next wave of 5G expansion
• How NR-Light is accelerating the growth of the connected intelligent edge
• Why NR-Light is a suitable 5G migration path for mid-tier LTE devices
This presentation covers an industry perspective and a roadmap towards 5G with open and democratized interfaces. It covers examples of open reference platforms and how open source communities can complement standard bodies such as 3GPP and IEEE. It characterizes RAN and user and control plane core micro services and discusses opportunities for embedded network telemetry for emerging machine learning applications.
Speaker: Tom Tofigh, Principal Member of Technical Staff (Architect) at AT&T
This presentation outlines the synergistic nature of 5G and AI -- two disruptive areas of innovations that can change the world. It illustrates the benefits of adopting AI for the advancements of 5G, as well as showcases the latest progress made by Qualcomm Technologies, Inc.
Setting off the 5G Advanced evolution with 3GPP Release 18Qualcomm Research
In December 2021, 3GPP has reached a consensus on the scope of 5G NR Release 18. This is a significant milestone marking the beginning of 5G Advanced — the second wave of wireless innovations that will fulfill the 5G vision. Release 18 will build on the solid foundation set by Releases 15, 16, and 17, and it sets the longer-term evolution direction of 5G and beyond. This release will encompass a wide range of new and enhancement projects, ranging from improved MIMO and application of AI/ML-enabled air interface to extended reality optimizations and broader IoT support.
A short video & presentation looking at what is meant by Non-Terrestrial Networks or NTN as being defined by 3GPP
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
5G Page: https://www.3g4g.co.uk/5G/
Free Training Videos: https://www.3g4g.co.uk/Training/
A presentation / video looking at 5G spectrum auctions and allocations and how different types of spectrum is required for providing a perfect 5G coverage
All our slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
5G Page: https://www.3g4g.co.uk/5G/
Free Training Videos: https://www.3g4g.co.uk/Training/
5G + AI: The Ingredients For Next Generation Wireless InnovationQualcomm Research
5G and AI are two of the most disruptive technologies the world has seen in decades. While each is individually revolutionizing industries and enabling new experiences, the combination of both 5G and AI is going to be truly transformative. Applying AI not only to the 5G network but also the device will lead to more efficient wireless communications, longer battery life and enhanced user experiences. The low latency and high capacity of 5G will also allow AI processing to be distributed amongst the device, edge cloud and central cloud, enabling flexible system solutions for a variety of use cases. At Qualcomm Technologies, we are not only working on cutting-edge research for 5G and AI, but we are also exploring their synergies to realize our vision of the future. View this presentation to learn how AI is making 5G better -- in the network and on the device, why on-device AI processing is essential, and how 5G is empowering distributed learning over wireless.
What is 5G NR all about? Check out this presentation to see all the key design components of this new unifying air interface for the next decade and beyond.
A high level introduction to Non-Standalone and Standalone 5G and what benefits will they bring to the businesses.
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
5G Page: https://www.3g4g.co.uk/5G/
Free Training Videos: https://www.3g4g.co.uk/Training/
After our successful launch of '5G for Absolute Beginners' course (http://bit.ly/5Gbegins) in 2020, we decided to create an introductory training course on 6G Mobile Wireless Communications technology. The course is ready and the best way to navigate it is via the Free 6G Training page at: https://bit.ly/6Gintro - this will ensure that you have the latest version of each video and also the most recent version of the 6G technologies videos as and they are added.
In this part we will look at how and why the industry and research community believes that things will be very different in 2030 and to get ready for that era, we need to start looking at and defining 6G today. While some believe that there will be an intermediate 5.5G or Beyond 5G step before jumping directly on to 6G, others believe that 6G will require step change that 5G evolution may not achieve satisfactorily.
This course is part of #Free6Gtraining initiative (https://www.free6gtraining.com/)
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
6G and Beyond-5G Page: https://www.3g4g.co.uk/6G/
Free Training Videos: https://www.3g4g.co.uk/Training/
Free 6G Training Blog: https://www.free6gtraining.com/
Mavenir: Why and How Private LTE & 5G Networks Are Rapidly Evolving for Enter...Mavenir
Dean Bubley, Founder of Disruptive Analysis and well known industry analyst, and Aniruddho Basu, Mavenir SVP/GM of Global Emerging Business, showcase the future of Private LTE & 5G Networks. Presentation from the "Why and How Private LTE & 5G Networks Are Rapidly Evolving for Enterprises" webinar.
After our successful launch of '5G for Absolute Beginners' course (http://bit.ly/5Gbegins) in 2020, we decided to create an introductory training course on 6G Mobile Wireless Communications technology. The course is ready and the best way to navigate it is via the Free 6G Training page at: https://bit.ly/6Gintro - this will ensure that you have the latest version of each video and also the most recent version of the 6G technologies videos as and they are added.
In this part we will look at what we call the 6G Devices but they are effectively the devices that will exist in 2030. Some of them will be new form factors while others would be evolution of the existing form factors. These will include wearables, hearable and a lot of new innovation that are in initial phase of development. We will also spend some time on the futuristic XR headsets as they will definitely have a big role to plan in Beyond 5G and 6G timeframe.
This course is part of #Free6Gtraining initiative (https://www.free6gtraining.com/)
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
6G and Beyond-5G Page: https://www.3g4g.co.uk/6G/
Free Training Videos: https://www.3g4g.co.uk/Training/
Free 6G Training Blog: https://www.free6gtraining.com/
6G Training Course Part 9: Course Summary & Conclusion3G4G
After our successful launch of '5G for Absolute Beginners' course (http://bit.ly/5Gbegins) in 2020, we decided to create an introductory training course on 6G Mobile Wireless Communications technology. The course is ready and the best way to navigate it is via the Free 6G Training page at: https://bit.ly/6Gintro - this will ensure that you have the latest version of each video and also the most recent version of the 6G technologies videos as and they are added.
In this part we are providing a summary of the course and concluding with the next steps. Hopefully you found this course informative and useful. Do let us know what you thought and how do you think the 6G journey will proceed.
This course is part of #Free6Gtraining initiative (https://www.free6gtraining.com/)
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
6G and Beyond-5G Page: https://www.3g4g.co.uk/6G/
Free Training Videos: https://www.3g4g.co.uk/Training/
Free 6G Training Blog: https://www.free6gtraining.com/
Part 6: Standalone and Non-Standalone 5G - 5G for Absolute Beginners3G4G
An introductory training on 5G for newbies available on Udemy - http://bit.ly/udemy5G
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
5G Page: https://www.3g4g.co.uk/5G/
Free Training Videos: https://www.3g4g.co.uk/Training/
Technology Manager Andreas Roessler covers 5G basics in this keynote presentation at the RF Lumination 2019 conference in February 2019.
RF Lumination 2019
"Meet 158+ years of RF design & test expertise at one event. If they can't answer your question, it must be a really good question!"
Watch all the presentations here:
https://www.rohde-schwarz-usa.com/RFLuminationContent.html
Andreas Roessler is the Rohde & Schwarz Technology Manager focused on UMTS Long Term Evolution (LTE) and LTE-Advanced. With responsibility for the strategic marketing and product portfolio development for LTE/LTE-Advanced, Andreas follows the standardization process in 3GPP very closely, particularly on core specifications as well as protocol conformance, RRM and RF conformance specifications for device and base stations testing. He graduated from Otto-von-Guericke University in Magdeburg, Germany, and received a Master's Degree in communication engineering.
Transforming enterprise and industry with 5G private networksQualcomm Research
The 3GPP put the spotlight on industry expansion in July with 5G NR Release 16 and set the stage for enterprise and industry verticals to look at how to provide high-performance wireless connectivity with 5G private networks. With a variety of options for spectrum, different network architectures, a rich feature set to meet the demanding needs of the industrial Internet of Things (IIoT), and the privacy and security required for business assurance, 5G private networks are poised to transform enterprise and industry.
Watch the webinar at: https://pages.questexnetwork.com/Webinar-Qualcomm-Registration-101520.html?source=Qualcomm
Intermediate: 5G Applications Architecture - A look at Application Functions ...3G4G
In this tutorial we look at the 5G Applications architecture. We discuss 5G applications, application functions and application servers and how they fit together in a 5G Service Based Architecture
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
5G Page: https://www.3g4g.co.uk/5G/
Free Training Videos: https://www.3g4g.co.uk/Training/
5G Cellular Technology, Internet of Things, 5G, and IoT, The Evolution of 5G, 5G: A Paradigm Shift and Rethinking of Mobile Business, 5G Cellular Network Architecture, 5G working with 4G, Technology behind 5G, Millimeter Waves, 5G Core Network Architecture, Network Slice Definition, 5G Service-Based Architecture (SBA), 5G will enrich the Telecommunication Ecosystem, The Internet Of Things, EVOLUTION OF IOT, FOUR LAYER MODEL FOR IOT, Typical IoT Architecture, 5G + IoT: Ushering in a New Era, Impact of 5G on IoT, KEY TECHNOLOGIES WHICH ENABLE 5G–IoT, Wireless Network Function Virtualization.(WNFV), The architecture of 5G–IoT, Device to Device (D2D) Communication, 5G and IoT applications, Research Challenges for 5G, Future of IoT
5G will transform the IoT, expanding the reach of 5G and mobile technologies beyond smartphones. This presentation talks about how 5G is opening doors to new use cases, what is in the 5G evolution that will address the expanding IoT needs, and what Qualcomm is doing to deliver end-to-end technologies and solutions.
A short video & presentation looking at what is meant by Non-Terrestrial Networks or NTN as being defined by 3GPP
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
5G Page: https://www.3g4g.co.uk/5G/
Free Training Videos: https://www.3g4g.co.uk/Training/
A presentation / video looking at 5G spectrum auctions and allocations and how different types of spectrum is required for providing a perfect 5G coverage
All our slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
5G Page: https://www.3g4g.co.uk/5G/
Free Training Videos: https://www.3g4g.co.uk/Training/
5G + AI: The Ingredients For Next Generation Wireless InnovationQualcomm Research
5G and AI are two of the most disruptive technologies the world has seen in decades. While each is individually revolutionizing industries and enabling new experiences, the combination of both 5G and AI is going to be truly transformative. Applying AI not only to the 5G network but also the device will lead to more efficient wireless communications, longer battery life and enhanced user experiences. The low latency and high capacity of 5G will also allow AI processing to be distributed amongst the device, edge cloud and central cloud, enabling flexible system solutions for a variety of use cases. At Qualcomm Technologies, we are not only working on cutting-edge research for 5G and AI, but we are also exploring their synergies to realize our vision of the future. View this presentation to learn how AI is making 5G better -- in the network and on the device, why on-device AI processing is essential, and how 5G is empowering distributed learning over wireless.
What is 5G NR all about? Check out this presentation to see all the key design components of this new unifying air interface for the next decade and beyond.
A high level introduction to Non-Standalone and Standalone 5G and what benefits will they bring to the businesses.
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
5G Page: https://www.3g4g.co.uk/5G/
Free Training Videos: https://www.3g4g.co.uk/Training/
After our successful launch of '5G for Absolute Beginners' course (http://bit.ly/5Gbegins) in 2020, we decided to create an introductory training course on 6G Mobile Wireless Communications technology. The course is ready and the best way to navigate it is via the Free 6G Training page at: https://bit.ly/6Gintro - this will ensure that you have the latest version of each video and also the most recent version of the 6G technologies videos as and they are added.
In this part we will look at how and why the industry and research community believes that things will be very different in 2030 and to get ready for that era, we need to start looking at and defining 6G today. While some believe that there will be an intermediate 5.5G or Beyond 5G step before jumping directly on to 6G, others believe that 6G will require step change that 5G evolution may not achieve satisfactorily.
This course is part of #Free6Gtraining initiative (https://www.free6gtraining.com/)
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
6G and Beyond-5G Page: https://www.3g4g.co.uk/6G/
Free Training Videos: https://www.3g4g.co.uk/Training/
Free 6G Training Blog: https://www.free6gtraining.com/
Mavenir: Why and How Private LTE & 5G Networks Are Rapidly Evolving for Enter...Mavenir
Dean Bubley, Founder of Disruptive Analysis and well known industry analyst, and Aniruddho Basu, Mavenir SVP/GM of Global Emerging Business, showcase the future of Private LTE & 5G Networks. Presentation from the "Why and How Private LTE & 5G Networks Are Rapidly Evolving for Enterprises" webinar.
After our successful launch of '5G for Absolute Beginners' course (http://bit.ly/5Gbegins) in 2020, we decided to create an introductory training course on 6G Mobile Wireless Communications technology. The course is ready and the best way to navigate it is via the Free 6G Training page at: https://bit.ly/6Gintro - this will ensure that you have the latest version of each video and also the most recent version of the 6G technologies videos as and they are added.
In this part we will look at what we call the 6G Devices but they are effectively the devices that will exist in 2030. Some of them will be new form factors while others would be evolution of the existing form factors. These will include wearables, hearable and a lot of new innovation that are in initial phase of development. We will also spend some time on the futuristic XR headsets as they will definitely have a big role to plan in Beyond 5G and 6G timeframe.
This course is part of #Free6Gtraining initiative (https://www.free6gtraining.com/)
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
6G and Beyond-5G Page: https://www.3g4g.co.uk/6G/
Free Training Videos: https://www.3g4g.co.uk/Training/
Free 6G Training Blog: https://www.free6gtraining.com/
6G Training Course Part 9: Course Summary & Conclusion3G4G
After our successful launch of '5G for Absolute Beginners' course (http://bit.ly/5Gbegins) in 2020, we decided to create an introductory training course on 6G Mobile Wireless Communications technology. The course is ready and the best way to navigate it is via the Free 6G Training page at: https://bit.ly/6Gintro - this will ensure that you have the latest version of each video and also the most recent version of the 6G technologies videos as and they are added.
In this part we are providing a summary of the course and concluding with the next steps. Hopefully you found this course informative and useful. Do let us know what you thought and how do you think the 6G journey will proceed.
This course is part of #Free6Gtraining initiative (https://www.free6gtraining.com/)
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
6G and Beyond-5G Page: https://www.3g4g.co.uk/6G/
Free Training Videos: https://www.3g4g.co.uk/Training/
Free 6G Training Blog: https://www.free6gtraining.com/
Part 6: Standalone and Non-Standalone 5G - 5G for Absolute Beginners3G4G
An introductory training on 5G for newbies available on Udemy - http://bit.ly/udemy5G
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
5G Page: https://www.3g4g.co.uk/5G/
Free Training Videos: https://www.3g4g.co.uk/Training/
Technology Manager Andreas Roessler covers 5G basics in this keynote presentation at the RF Lumination 2019 conference in February 2019.
RF Lumination 2019
"Meet 158+ years of RF design & test expertise at one event. If they can't answer your question, it must be a really good question!"
Watch all the presentations here:
https://www.rohde-schwarz-usa.com/RFLuminationContent.html
Andreas Roessler is the Rohde & Schwarz Technology Manager focused on UMTS Long Term Evolution (LTE) and LTE-Advanced. With responsibility for the strategic marketing and product portfolio development for LTE/LTE-Advanced, Andreas follows the standardization process in 3GPP very closely, particularly on core specifications as well as protocol conformance, RRM and RF conformance specifications for device and base stations testing. He graduated from Otto-von-Guericke University in Magdeburg, Germany, and received a Master's Degree in communication engineering.
Transforming enterprise and industry with 5G private networksQualcomm Research
The 3GPP put the spotlight on industry expansion in July with 5G NR Release 16 and set the stage for enterprise and industry verticals to look at how to provide high-performance wireless connectivity with 5G private networks. With a variety of options for spectrum, different network architectures, a rich feature set to meet the demanding needs of the industrial Internet of Things (IIoT), and the privacy and security required for business assurance, 5G private networks are poised to transform enterprise and industry.
Watch the webinar at: https://pages.questexnetwork.com/Webinar-Qualcomm-Registration-101520.html?source=Qualcomm
Intermediate: 5G Applications Architecture - A look at Application Functions ...3G4G
In this tutorial we look at the 5G Applications architecture. We discuss 5G applications, application functions and application servers and how they fit together in a 5G Service Based Architecture
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
5G Page: https://www.3g4g.co.uk/5G/
Free Training Videos: https://www.3g4g.co.uk/Training/
5G Cellular Technology, Internet of Things, 5G, and IoT, The Evolution of 5G, 5G: A Paradigm Shift and Rethinking of Mobile Business, 5G Cellular Network Architecture, 5G working with 4G, Technology behind 5G, Millimeter Waves, 5G Core Network Architecture, Network Slice Definition, 5G Service-Based Architecture (SBA), 5G will enrich the Telecommunication Ecosystem, The Internet Of Things, EVOLUTION OF IOT, FOUR LAYER MODEL FOR IOT, Typical IoT Architecture, 5G + IoT: Ushering in a New Era, Impact of 5G on IoT, KEY TECHNOLOGIES WHICH ENABLE 5G–IoT, Wireless Network Function Virtualization.(WNFV), The architecture of 5G–IoT, Device to Device (D2D) Communication, 5G and IoT applications, Research Challenges for 5G, Future of IoT
5G will transform the IoT, expanding the reach of 5G and mobile technologies beyond smartphones. This presentation talks about how 5G is opening doors to new use cases, what is in the 5G evolution that will address the expanding IoT needs, and what Qualcomm is doing to deliver end-to-end technologies and solutions.
VIRTUALIZATION, AI & ZERO TOUCH FOR MORE EFFICIENT & SUSTAINABLE NETWORKMarie-Paule Odini
CNSM 2021 - Keynote - VIRTUALIZATION, with NFV and Cloud Native, complemented with AI in the assurance OSS stack but also in the core with NWDAF help implement closed loop automation & ZERO TOUCH and contribute to deploy and operate MORE EFFICIENT & SUSTAINABLE NETWORK - IEEE sponsored event
Wireless communication technology takes a leap about every ten years, and every generation has fundamentally changed the world. For the next-generation 5G communications technology, the industry's more consistent goal is to achieve commercial deployment in 2020. In 2015, the global development of 5G technology entered a crucial period for technical R&D and standardization preparation. It has completed the key content of the 5th generation of mobile communication naming, vision, and timetable, and initiated the 5G standard before this year. Compared to previous generations of networks, 5G will play a bigger role - create a connection framework for everything.
How will sidelink bring a new level of 5G versatility.pdfQualcomm Research
Today, the 5G system mainly operates on a network-to-device communication model, exemplified by enhanced mobile broadband use cases where all data transmissions are between the network (i.e., base station) and devices (e.g., smartphone). However, to fully deliver on the original 5G vision of supporting diverse devices, services, and deployment scenarios, we need to expand the 5G topology further to reach new levels of performance and efficiency.
That is why sidelink communication was introduced in 3GPP standards, designed to facilitate direct communication between devices, independent of connectivity via the cellular infrastructure. Beyond automotive communication, it also benefits many other 5G use cases such as IoT, mobile broadband, and public safety.
Over the last year, the industry has made tremendous progress towards making 5G NR a reality with Qualcomm leading the way. We have completed the first release of 3GPP 5G NR specifications, we are set to kick-off 3GPP-compliant 5G NR trials, and we are accelerating global 5G NR enhanced mobile broadband commercial deployments to start in 2019.
But yet there still remains a decent amount of mystery and skepticism around 5G NR. What exactly is 5G NR? What technologies and use cases will see first and why? Are wide-scale 2019 mobile deployments really possible? And what will the evolution of 5G NR bring beyond 2019?
5 g latin america april 2019 network densification requirements v1.0Alberto Boaventura
Brings the discussion about the challenges about how network densificiation addresses 5G high density traffic and related challegens. Discusses about: interefence mitigation; synchronism and latency management; high capilarity optical transport challenges; network optimization challenges and AI bennefits; importance of public policy and others.
The future of smarter buildings and better user experiences.Bruce Duyshart
The rapidly evolving world of technology is now affecting the way we are approaching the design of the places we live, work and play. The driving trend is towards smarter buildings that are safer, more comfortable and productive for occupants and more operationally efficient for owners.
This presentation is divided into three parts:
1. What is a smart buildings?
2. What are some of the major advances in technology.
3. What are the top ten technology influences upon property design.
The subject matter of this presentation is based an upcoming title by the building technology strategist and author Bruce Duyshart, called 'Smarter Buildings. Better Experiences.'
This presentation was delivered as a keynote address at the 2014 Siemon Valued Partner conference held in Vanuatu.
Generative AI models, such as ChatGPT and Stable Diffusion, can create new and original content like text, images, video, audio, or other data from simple prompts, as well as handle complex dialogs and reason about problems with or without images. These models are disrupting traditional technologies, from search and content creation to automation and problem solving, and are fundamentally shaping the future user interface to computing devices. Generative AI can apply broadly across industries, providing significant enhancements for utility, productivity, and entertainment. As generative AI adoption grows at record-setting speeds and computing demands increase, on-device and hybrid processing are more important than ever. Just like traditional computing evolved from mainframes to today’s mix of cloud and edge devices, AI processing will be distributed between them for AI to scale and reach its full potential.
In this presentation you’ll learn about:
- Why on-device AI is key
- Full-stack AI optimizations to make on-device AI possible and efficient
- Advanced techniques like quantization, distillation, and speculative decoding
- How generative AI models can be run on device and examples of some running now
- Qualcomm Technologies’ role in scaling on-device generative AI
As generative AI adoption grows at record-setting speeds and computing demands increase, hybrid processing is more important than ever. But just like traditional computing evolved from mainframes and thin clients to today’s mix of cloud and edge devices, AI processing must be distributed between the cloud and devices for AI to scale and reach its full potential. In this talk you’ll learn:
• Why on-device AI is key
• Which generative AI models can run on device
• Why the future of AI is hybrid
• Qualcomm Technologies’ role in making hybrid AI a reality
Qualcomm Webinar: Solving Unsolvable Combinatorial Problems with AIQualcomm Research
How do you find the best solution when faced with many choices? Combinatorial optimization is a field of mathematics that seeks to find the most optimal solutions for complex problems involving multiple variables. There are numerous business verticals that can benefit from combinatorial optimization, whether transport, supply chain, or the mobile industry.
More recently, we’ve seen gains from AI for combinatorial optimization, leading to scalability of the method, as well as significant reductions in cost. This method replaces the manual tuning of traditional heuristic approaches with an AI agent that provides a fast metric estimation.
In this presentation you will find out:
Why AI is crucial in combinatorial optimization
How it can be applied to two use cases: improving chip design and hardware-specific compilers
The state-of-the-art results achieved by Qualcomm AI Research
3D perception is crucial for understanding the real world. It offers many benefits and new capabilities over 2D across diverse applications, from XR and autonomous driving to IOT, camera, and mobile. 3D perception with machine learning is creating the new state of the art (SOTA) in areas, such as depth estimation, object detection, and neural scene representation. Making these SOTA neural networks feasible for real-world deployment on mobile devices constrained by power, thermal, and performance has been a challenge. Qualcomm AI Research has developed not only novel AI techniques for 3D perception but also full-stack AI optimizations to enable real-world deployments and energy-efficient solutions. This presentation explores the latest research that is enabling efficient 3D perception while maintaining neural network model accuracy. You’ll learn about:
- The advantages of 3D perception over 2D and the need for 3D perception across applications
- Advancements in 3D perception research by Qualcomm AI Research
- Our future 3D perception research directions
5G is going mainstream across the globe, and this is an exciting time to harness the low latency and high capacity of 5G to enable the metaverse. A distributed-compute architecture across device and cloud can enable rich extended reality (XR) user experiences. Virtual reality (VR) and mixed reality (MR) are ready for deployment in private networks, while augmented reality (AR) for wide area networks can be enabled in the near term with Wi-Fi powered AR glasses paired with a 5G-enabled phone. Device APIs enabling application adaptation is critical for good user experience. 5G standards are evolving to support the deployment of AR glasses at a large scale and setting the stage for 6G-era with the merging of the physical, digital, and virtual worlds. Techniques like perception-enhanced wireless offer significant potential to improve user experience. Qualcomm Technologies is enabling the XR industry with platforms, developer SDKs, and reference designs.
Check out this webinar to learn:
• How 5G and distributed-compute architectures enable the metaverse
• The latest results from our boundless XR 5G/6G testbed, including device APIs and perception-enhanced wireless
• 5G standards evolution for enhancing XR applications and the road to 6G
• How Qualcomm Technologies is enabling the industry with platforms, SDKs, and reference designs
AI model efficiency is crucial for making AI ubiquitous, leading to smarter devices and enhanced lives. Besides the performance benefit, quantized neural networks also increase power efficiency for two reasons: reduced memory access costs and increased compute efficiency.
The quantization work done by the Qualcomm AI Research team is crucial in implementing machine learning algorithms on low-power edge devices. In network quantization, we focus on both pushing the state-of-the-art (SOTA) in compression and making quantized inference as easy to access as possible. For example, our SOTA work on oscillations in quantization-aware training that push the boundaries of what is possible with INT4 quantization. Furthermore, for ease of deployment, the integer formats such as INT16 and INT8 give comparable performance to floating point, i.e., FP16 and FP8, but have significantly better performance-per-watt performance. Researchers and developers can make use of this quantization research to successfully optimize and deploy their models across devices with open-sourced tools like AI Model Efficiency Toolkit (AIMET).
Presenters: Tijmen Blankevoort and Chirag Patel
Bringing AI research to wireless communication and sensingQualcomm Research
AI for wireless is already here, with applications in areas such as mobility management, sensing and localization, smart signaling and interference management. Recently, Qualcomm Technologies has prototyped the AI-enabled air interface and launched the Qualcomm 5G AI Suite. These developments are possible thanks to expertise in both wireless and machine learning from over a decade of foundational research in these complementing fields.
Our approach brings together the modeling flexibility and computational efficiency of machine learning and the out-of-domain generalization and interpretability of wireless domain expertise.
In this webinar, Qualcomm AI Research presents an overview of state-of-the-art research at the intersection of the two fields and offers a glimpse into the future of the wireless industry.
Qualcomm AI Research is an initiative of Qualcomm Technologies, Inc.
Speakers:
Arash Behboodi, Machine Learning Research Scientist (Senior Staff Engineer/Manager), Qualcomm AI Research Daniel Dijkman, Machine Learning Research Scientist (Principal Engineer), Qualcomm AI Research
Realizing mission-critical industrial automation with 5GQualcomm Research
Manufacturers seeking better operational efficiencies, with reduced downtime and higher yield, are at the leading edge of the Industry 4.0 transformation. With mobile system components and reliable wireless connectivity between them, flexible manufacturing systems can be reconfigured quickly for new tasks, to troubleshoot issues, or in response to shifts in supply and demand.
There is a long history of R&D collaboration between Bosch Rexroth and Qualcomm Technologies for the effective application of these 5G capabilities to industrial automation use cases. At the Robert Bosch Elektronik GmbH factory in Salzgitter, Germany, this collaboration has reached new heights.
Download this deck to learn how:
• Qualcomm Technologies and Bosch Rexroth are collaborating to accelerate the Industry 4.0 transformation
• 5G technologies deliver key capabilities for mission-critical industrial automation
• Distributed control solutions can work effectively across 5G TSN networks
• A single 5G technology platform solves connectivity and positioning needs for flexible manufacturing
AI firsts: Leading from research to proof-of-conceptQualcomm Research
AI has made tremendous progress over the past decade, with many advancements coming from fundamental research from many decades ago. Accelerating the pipeline from research to commercialization has been daunting since scaling technologies in the real world faces many challenges beyond the theoretical work done in the lab. Qualcomm AI Research has taken on the task of not only generating novel AI research but also being first to demonstrate proof-of-concepts on commercial devices, enabling technology to scale in the real world. This presentation covers:
The challenges of deploying cutting-edge research on real-world mobile devices
How Qualcomm AI Research is solving system and feasibility challenges with full-stack optimizations to quickly move from research to commercialization
Examples where Qualcomm AI Research has had industrial or academic firsts
Cellular networks have facilitated positioning in addition to voice or data communications from the beginning, since 2G, and we’ve since grown to rely on positioning technology to make our lives safer, simpler, more productive, and even fun. Cellular positioning complements other technologies to operate indoors and outdoors, including dense urban environments where tall buildings interfere with satellite positioning. It works whether we’re standing still, walking, or in a moving vehicle. With 5G, cellular positioning breaks new ground to bring robust precise positioning indoors and outdoors, to meet even the most demanding Industry 4.0 needs.
As we look to the future, the Connected Intelligent Edge will bring a new dimension of positional insight to a broad range of devices, improving wireless use cases still under development. We’re already charting the course to 5G Advanced and beyond by working on the evolution of cellular positioning technology to include RF sensing for situational awareness.
Download the deck to learn more.
The need for intelligent, personalized experiences powered by AI is ever-growing. Our devices are producing more and more data that could help improve our AI experiences. How do we learn and efficiently process all this data from edge devices while maintaining privacy? On-device learning rather than cloud training can address these challenges. In this presentation, we’ll discuss:
- Why on-device learning is crucial for providing intelligent, personalized experiences without sacrificing privacy
- Our latest research in on-device learning, including few-shot learning, continuous learning, and federated learning
- How we are solving system and feasibility challenges to move from research to commercialization
Data compression has increased by leaps and bounds over the years due to technical innovation, enabling the proliferation of streamed digital multimedia and voice over IP. For example, a regular cadence of technical advancement in video codecs has led to massive reduction in file size – in fact, up to a 1000x reduction in file size when comparing a raw video file to a VVC encoded file. However, with the rise of machine learning techniques and diverse data types to compress, AI may be a compelling tool for next-generation compression, offering a variety of benefits over traditional techniques. In this presentation we discuss:
- Why the demand for improved data compression is growing
- Why AI is a compelling tool for compression in general
- Qualcomm AI Research’s latest AI voice and video codec research
- Our future AI codec research work and challenges
Artificial Intelligence (AI), specifically deep learning, is revolutionizing industries, products, and core capabilities by delivering dramatically enhanced experiences. However, the deep neural networks of today use too much memory, compute, and energy. To make AI truly ubiquitous, it needs to run on the end device within tight power and thermal budgets. Advancements in multiple areas are necessary to improve AI model efficiency, including quantization, compression, compilation, and neural architecture search (NAS). In this presentation, we’ll discuss:
- Qualcomm AI Research’s latest model efficiency research
- Our new NAS research to optimize neural networks more easily for on-device efficiency
- How the AI community can take advantage of this research though our open-source projects, such as the AI Model Efficiency Toolkit (AIMET) and AIMET Model Zoo
How to build high performance 5G networks with vRAN and O-RANQualcomm Research
5G networks are poised to deliver an unprecedented amount of data from a richer set of use cases than we have ever seen. This makes efficient networking in terms of scalability, cost, and power critical for the sustainable growth of 5G. Cloud technologies such as virtualization, containerization and orchestration are now powering a surge of innovation in virtualized radio access network (vRAN) infrastructure with modular hardware and software components, and standardized interfaces. While commercial off-the-shelf (COTS) hardware platforms provide the compute capacity for running vRAN software, hardware accelerators will also play a major role in offloading real-time and complex signal processing functions. Together, COTS platforms and hardware accelerators provide the foundation for building the intelligent 5G network and facilitate innovative new use cases with the intelligent wireless edge.
This presentation takes a look at the technology roadmap for 5G NR millimeter wave (mmWave). Including features such as integrated access and backhaul (IAB), enhancements in beam management, mobility, coverage, and more. For more information, please visit www.qualcomm.com/mmwave
Video data is abundant and being generated at ever increasing rates. Analyzing video with AI can provide valuable insights and capabilities for many applications ranging from autonomous driving and smart cameras to smartphones and extended reality. However, as video resolution and frame rates increase while AI video perception models become more complex, running these workloads in real time is becoming more challenging. This presentation explores the latest research that is enabling efficient video perception while maintaining neural network model accuracy. You’ll learn about:
- How video perception is crucial for understanding the world and making devices smarter
- The challenges of on-device real-time video perception at high resolution through AI
- Qualcomm AI Research’s latest research and techniques for efficient video perception
Checkout: https://www.qualcomm.com/AI
Enabling the rise of the smartphone: Chronicling the developmental history at...Qualcomm Research
Today’s smartphones are a marvel of modern technology — handheld devices with vast computing power, incredible multimedia and AI capabilities, and blazing fast data rates that support mobile browsing, social media interaction, and more. From humble beginnings as a cellphone focused purely on voice communication, the capability and functionality of modern smartphones have advanced tremendously. This presentation chronicles Qualcomm’s role in the rise of the smartphone from its initial beginnings to becoming the largest computing platform in the world. It includes:
- Key technology developments that led to today’s smartphones
- The role of Moore’s Law in driving new innovations and additional integration into mobile processors
- Qualcomm’s critical role in advancing the smartphone’s capabilities through groundbreaking innovations and key technology developments
This presentation provides an overview of important 5G innovations around new and enhanced use of spectrum. It also captures the current 5G spectrum status across the globe.
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
UiPath Test Automation using UiPath Test Suite series, part 3
Why and what you need to know about 6G in 2022
1. 5G Advanced is establishing our early vision and the
technical foundation for 6G in 2030 and beyond
San Diego, CA
@QCOMResearch
Why and what you
need to know
about 6G in 2022
November 2022
2. 2
There is a rich roadmap of 5G technologies
coming with the 5G Advanced evolution
6G will be the future wireless innovation
platform for 2030 and beyond
6G will be more than a new radio, expanding
AI, sensing in the connected intelligentedge
We are leading cutting-edge wireless research
across six technology vectors on the path to 6G
Agenda
5G Advanced is establishing our early vision and the
technical foundation for 6G in 2030 and beyond
Why and what you
need to know
about 6G in 2022
3. 3
5G will enable $13.1 Trillion in global sales activities in 2035
Energy
Industrial
Public safety
Manufacturing
Retail
Transportation
Smart cities
Agriculture
Healthcare Entertainment
Driving digital transformation across industries
Source: The 5G Economy, an independent study from IHSMarkit,
commissioned by Qualcomm Technologies, Inc., November 2020
4. 4
Edgecloud
Central Cloud On-device
Qualcomm is leading the
realization of the connected
intelligent edge
Wireless connectivity
Distributed AI
Efficient computing
Convergence of:
Unleashing massive amount
of data to fuel our digital future
Privacy
Reliability
Low latency
Efficient use
of network
bandwidth
Connected intelligent edge
To scale efficiently,
AI processing is expanding towards the edge
5. 5
Continued 5G evolutionin the 6G era
5G Advanced
2nd wave of 5G innovations
5G
A unified platform for innovations
5G Advanced on the path to 6G
Rel-17
Rel-16
Rel-18
2018 2020
2019 2022
2021 2025
2023 2024 2026 2028
2027 2029 2030+
Rel-19
Rel-20
WRC-31
WRC-27
WRC-19 WRC-23
Rel-21
Rel-20
Next technology leap for new
capabilities and efficiencies
Rel-15
Foundational research Vision forming Trials IoDTs
Service requirements
3GPP 6G
Workshop
Study Item (proposals) Work Item
6. 6
Rel 15
Established 5G NR
technology foundation
Sub-6 GHz w ith
massiv e M IMO
5G core netw ork
and enhanced
E2E security
Adv anced
channel coding
Scalable OFDM -
based air interface
eM BB —
enhanced mobile
broadband serv ices
LTE
integration
M obile
mmWav e
Flexible
framew ork
Rel 16
Expanding to new use
cases and industries
~1.5– 2 years betw een releases
Rel 17
Continued expansion
and enhancements
New spectrum
abov e 52.6 GHz
NR-Light Reduced
Capability (RedCap) for
low -complexity IoT
M ore capable,
flexible IAB
Enhancements
to 5G NR
Industrial IoT
Expand sidelink for
V2X reliability, P2V,
IoT relay
Centimeter accuracy
IIoT w ith mmWav e
Unlicensed spectrum
across all use-cases
Non-terrestrial netw ork
(i.e., satellites)
Enhanced DL/UL
M IM O, multiple
transmission points
Rel-15 deployment
learning, eM BB
enhancements, XR, others
Rel 18
New w ave of 5G innov ations in
the decade-long 5G ev olution
5G Advanced
Automotiv e
and NR V2X
enhancements
Full-duplex
M IM O
Smart repeaters
for cov erage
expansion
AI/M L data-
driv en designs
5G NR-Light
expansion for IoT
and more
Non-terrestrial
netw ork
enhancements
Extended
Reality (XR)
Broadcast
enhancements
Further eM BB
enhancements
Sidelink in
unlicensed
spectrum
Rel 19
Leading 3GPP
evolution of
Rel 20
5G NR in
unlicensed
spectrum
M ission-critical
serv ices w ith eURLLC
(e.g., 5G NR IIoT)
5G NR
Cellular V2X
Positioning
across use cases
Better cov erage
w ith IAB, uplink
M IM O
In-band eM TC/NB-IoT
and 5G Core
IAB integrated
access/ backhaul
5G
broadcast
Priv ate Netw orks,
SON
eM BB ev olution -
improv ed pow er,
mobility, more
5G Continued foundational technology evolution
and expansion to new verticals
Rel 21+
7. 7
7
Release 18 starts the 5G Advanced evolution and it prepares
for new and enhanced features coming in subsequent releases
Driving a balanced 5G Advanced evolution across key technology areas
Mobile broadband evolution
and further vertical expansion
Immediate commercial needs
and longer-term 5G vision
New and enhanced devices
and network evolution
Deliver enhancedmobile broadband
experiencesand extend 5G’s reach
into new use cases
Drive new value in commercialization
efforts and fully realize 5G’s potential
with future deployments
Focuson the end-to-end technology
evolution of the 5G system to bring
new levels of performance
8. 8
3GPP
Release 18
sets off the 5G
Advanced Evolution
Release 18
Strengthen the end-to-end
5G system foundation
Advanced
DL/UL MIMO
Enhanced
mobility
Mobile IAB,
smart repeater
AI/ML data-driven
designs
Green
networks
Evolved
duplexing
Proliferate 5G to virtually
all devices and use cases
Boundless
extended reality
Expanded
sidelink
NR-Light (RedCap)
evolution
Multicast & other
enhancements
Expanded
positioning
Drones & expanded
satellites comm.
Learn more about3GPP Release 18
9. 9
Key market trends and technology drivers
leading the way to 6G
C O N T I N U E D T E C H N O L O G Y E V O L U T I O N
Environmental and
societal sustainability
Enhanced and
new experiences
10. 10
C O N T I N U E D T E C H N O L O G Y E V O L U T I O N
Advanced
RF
Extreme
disaggregation
Silicon /
material
Power
management
Compute
topology
Machine
learning and AI
Perception /
human interface
Multimedia /
display
Others…
Key market trends and technology drivers leading the way to 6G
11. 11
C O N T I N U E D T E C H N O L O G Y E V O L U T I O N
Key market trends and technology drivers leading the way to 6G
More accessible networks, devices, services
to promote digital equality
Wireless ecosystem reach to fuel sustained
global economic growth
Environmental
and societal
sustainability
System design to consciouslyminimize
environmental impact
12. 12
C O N T I N U E D T E C H N O L O G Y E V O L U T I O N
Key market trends and technology drivers leading the way to 6G
Enhanced and
new experiences Metaverse to further augmentthe physical
world creating next-level immersivity
Fixed and mobile broadband to further evolve
bringing next-generation experiences
Digital twins to more accurately modelthe
physical world continuing to derive new values
13. 13
Propelling next-level experiences and innovative use cases in the
new era of the connected intelligent edge for 2030 and beyond
Enhanced boundless
XR experiences
Unknown future
use cases
Wireless sensor
fusion
Human augmentation
and digital twins
Ultra-wide area to
micro connectivity
Fixed and mobile
broadband evolution
Critical services
expansion
Smarter
verticals
Hologram
telepresence
Collaborative robots, real-
time command and control
14. 14
A smarter wireless platform to
support enhanced
services and
new use cases
Next-generation
broadband
Pervasive
access
Real-time
control
Societal
sustainability
Immersive platform
and services
Spatial
perception
Evolutionary dimension
Revolutionary dimension
Massive
IoT
Mission-critical
services
Enhanced
mobile
broadband
16. 16
System design targets for expanded 6G capabilities
6G will be designed to meet enhanced traditional communication
requirements as well as KPIs for new capabilities
Capacity
Data rate
Mobility
Coverage
Connection density
…
Inference accuracy
Model transfer latency
AI service roundtrip time
Compute capacity
Scalability / adaptability
…
Confidentiality
Integrity
Availability
Mean time to detect /
resolve / contain
…
Range
Confidence level
Sensing accuracy
Resolution
Latency
…
Network energy efficiency
Network carbon intensity
Carbon neutrality
ECO rating
Battery requirement
…
Key
Performance
Indicators
AI & compute System resiliency Integrated sensing Green network
Communication
17. 17
Further enhancing foundationalwireless
performance vectors (e.g., capacity,
data rate, latency)
Introducing new dimensions(e.g., user
experience,positioning capability, ease
of onboarding)
diverse set
of system
requirements
Designing 6G to meet a
Pervasive
access
Real-time
control
Next-generation
broadband
Spatial
perception
Societal
sustainability
Immersive
platform and
services
19. 19
Air interface innovations
Evolution of duplexing schemes,Giga-MIMO,
mmWave evolution,reconfigurable intelligentsurfaces,
non-terrestrial communications,waveform/coding for
MHz to THz, system energyefficiency
Communications resiliency
Multifaceted trustand configurable security, post
quantum security, robustnetworks tolerantto
failures and attacks
Merging of worlds
Physical, digital,virtual, immersive interactions taking
human augmentation to nextlevel via ubiquitous,low-power
jointcommunication and sensing
AI-native E2E communications
Data-driven communication and network design,
with joint training,model sharing and distributed
inference across networks and devices
Scalable network architecture
Disaggregation and virtualization atthe connected
intelligentedge,use of advanced topologies to
address growing demand
Expanding into new spectrum bands
Expanding to THz, wide-area expansion to higher bands,
new spectrum sharing paradigm,dynamic coordination with
environmental awareness
Key longer-term research vectors
enabling the path
towards 6G
20. 20
Wireless
better
Advancement in AI is making
Elevated level of performance
More efficient resource utilization
Energy reduction for longer battery life
Personalized security and privacy
Continuous enhancements over time
New and enhanced system capabilities
AI
better
Responsive user experiences and services
Lifelong learning
Flexibility for distributed functionality across devices
On-device intelligence assisted by cloud
Scale intelligence through distributed learning
Massive data aggregation for improved AI models
Proliferation of cellular is making
5G and AI are working together to accelerate innovations
21. 21
Evolving towards native wireless AI/ML
Multiple wireless AI/ML training and inference scenarios
Cross-node AI/ML
Co o rdinated b etween d evice a nd ne twork
Overlay AI/ML
Ind e pendently a t the d evice o r ne twork
Network ML
No collaboration
On-device ML
ML operates independently at the device and
network as an optimization of existing functions
Proprietary ML procedures including model
development and management
Proprietary and standardized data collection
used as input to training
Device and cloud APIs work
together for best functionality
ML operates in a coordinated manner between
the device and network
Proprietary and standardized ML procedures
including model development and management
Further data collection used as input to training
as well as monitoring
Native AI/ML
A t a l l d evice a nd ne twork l a yers
Device and network exchange
control/inputacross all layers
ML operates autonomously between the device
and network across all protocols and layers
Integrated ML procedures across to train
performance and adapt to different environments
Data fusion for integrated dynamic ML lifecycle
management
22. 22
6G system targets
all spectrum types
and bands
Critical for the success of next-
generation wireless systems
mmWave bands
24GHz — 100 GHz
Mid-bands
1GHz — 7GHz
Low bands
below 1GHz
Upper mid-bands
7GHz — 24GHz
Sub-THz bands
100GHz & beyond
Coverage
Capacity
Licensed spectrum
Exclusive use of spectrum
that remains the industry’s
top priority
Unlicensed spectrum
Shared use of more available
spectrum
Shared spectrum
Evolving spectrum sharing
that allow fair and more
efficient sharing
23. 23
23
New upper mid-band brings order of magnitude more wide-area capacity
Larger contiguous bandwidths can bring efficiencies, fuel growing data demand, and enable new applications
Best of wide-area coverage of sub-7 GHz
and wide-band capacity of mmWave
Upper Mid-Band
7 to 24 GHz
Opportunity to co-site with existing sub-7 GHz
deployments for comparable coverage in higherband
Delivering new capacity for wide-area broadband
(e.g., smartphones, smart cities, automotive, verticals)
Fueling scalable boundless XR user support in wide
area through wider bandwidth availability
Supporting high-resolution RF sensing for new use
cases (e.g., environmental monitoring, activity detection)
Sub-7 GHz
Uppermid-band
24. 24
mobile mmWave technologies
Building on the solid
foundation of 5G NR
C O N TIN UE D E X P AN S ION A N D E N HA N CE M EN T O F
Device
size / power
Innovations to optimize
mmWave design for
smartphone form factor
Beam
management
Innovations to beam
pairing, tracking
and recovery
Coverage
Innovations to overcome
significant path loss in
mmWave bands
Robustness
Innovations to overcome
blockage from hand, body,
walls, foliage, etc.
Topology
enhancement
Innovations to efficiently
scale and densify the
network
25. 25
Building on our mmWave experience to
address key system challenges challenges
at higher band spectrum
Making sub-Terahertz
spectrum viable for
communications and beyond
Sub-THz can unlock new
and enhanced use cases
Wireless fronthaul Wireless data center Wireless fiber to the home
Ultra-precise positioning RF sensing
Use case feasibility
Evaluating diverse use case, form factor requirementsand
how sub-THzcan deliver an effective solution
System design
Building early prototypes to overcomeimplementation
challenges (i.e., device formfactor, powerconsumption,etc.)
Propagation loss
Advancing intelligentbeamforming to overcomeindoorpath
loss, penetration loss, foliage loss, and others
26. 26
Evolution to licensed spectrum sharing for
improved efficiency, flexibility, and user experience
Unlocking new spectrum
that may require non-
exclusive licensing and
sharing with primary users
Utilizing adaptive AI/ML
to address high-mobility
scenario and public /
private networks
coexistencein the
same band
Leveraging O-RAN
architecture to allow
operators to cost-
efficiently offer service
differentiations (e.g.,
through RU sharing)
Designing for efficient
and coordinated spectrum
sensing / sharing that
improves overall system
performance
Building on 4G/5G
spectrum innovations to
optimize 6G experiences
27. 27
6G XR requirements fueled by digital twins and spatial compute
100x network
capacity
0.1-10 Gbps
per user
Digital twins digitize the complex physical world in the metaverse Spatial compute enables immersive interaction with 3D digital content
Use multiple
frequency bands
(sub-THz, mmW, sub 7GHz, 7-24GHz,
unlicensed,shared spectrum)
28. 28
6DoF/SLAM
Incorporating e2e QoS
and session handling
Delivering low power
and low latencies
Dynamically distributing
workloads
6G protocols can natively
support distributed compute
Hand Tracking
Facial Expression
Eye Tracking
3D Graphics Rendering
Scene Understanding
Objected Rec and Tracking
Camera Processing
<100mW
modem+RF
High performance
GPU/CPU
29. 29
1. Transmission and Reception Point
Utilizing existing waveform and other fundamental physical
layer designs in existing spectrum (sub-7, mmWave) and new
higher-band spectrum (e.g., upper mid-band, THz)
Integrating environmental detection capabilities (e.g.,
positioning, RF sensing) to enhance quality of service and
support emerging applications
Providing cooperative sensing capability across networks
(e.g., TRP1) and devices, utilizing overall network processing
with diverse topology
I N T E GRA TED T E CHNOL OGY P L A TFORM T HA T CA N
Enable joint communications,
positioning, RF sensing,
and more
Communications
(eMBB, URLLC,
mMTC, and new
communication
services)
Non-Communications
(precise positioning,
RF sensing,
and new class
of services)
Legend
Tx device
(gNodeB or device)
Rx device
(gNodeB or device)
Object
(non-comm.)
RF sensing Tx
RF sensing Rx
Comm. Tx/ Rx
30. 30
6G technology platform will require a new air interface design
An innovation opportunity to achieve higher capacity, system throughput and efficiency
Foundational PHY designs are crucial
for enabling 6G new features:
Advanced RF and baseband joint design
Supporting wider bandwidth, faster Tx/Rx switching, higher PA efficiency,
massive spectrum aggregation across new bands and existing bands
Efficient modem system implementation
Modem-RF implementation friendly PHY to facilitate data rate envelope
scaling while maintaining superior power efficiency
Advanced air interface features
Coevolution of waveform and multiple access with next-gen MIMO,
flexible/full duplex
Extreme energy-efficient devices
Diverse devices and use cases, ranging from extreme data rate to passive
IoT
Seamless multi-RAT connectivity and spectrum sharing
Flexibility and efficient multi-RAT (5G/6G) spectrum access and resource
sharing over multiple users and multi-RAT connectivity on the same device
Enabling immersive experience
Enabling high capacity XR to facilitate immersive metaverse experiences
using 6G air interface and new network topology technologies
Channel Coding
Advanced channel coding targeting high-
throughput, low-power, cost efficient
implementation, approaching the
theoretical bound on different block
length and SNR regimes
Modulation
Enhanced modulation schemes to
achieve more efficient use of spectrum
and resources, while enabling higher
data rates and adapting to different
MIMO transmission schemes
Multiple Access
Continued evolution of scheduled multiple
access in conjunction with advanced
MIMO, duplexing technologies to support
extremely high cell capacity. Development
of contention based random access to
facilitate scaling up massive large number
of devices in cellular system
Waveform
New waveforms and advanced
signal processing to deliver higher
spectral and power efficiency
across a variety of spectrum bands
within 6G unified air interface (UAI)
31. 31
Static TDD
Downlink-heavy device
Uplink-heavy device
Downlink x3
then uplink x1
TDD gNodeB
Static slot structure
Downlink
Time aligned to avoid inter-site interference;Time separation to avoid self-interference;
Existing 5G systems (i.e., Rel-15) adoptstatic TDD (and FDD) duplexing
Total Bandwidth
(e.g., 100 MHz)
Downlink Downlink Uplink
Single frequency full duplex (SFFD)
Simultaneous uplink
and downlink
SFFD gNodeB
Downlink
Uplink
Interference cancellation to avoid self-interference;Targeting future simulations,
prototyping, and standardization in 6Gand beyond
Total Bandwidth
(e.g., 100 MHz
for DL and UL))
Downlink
Uplink
Downlink
Uplink
Downlink
Uplink
Self
interference
mitigation
Subband full duplex (SBFD)
Simultaneous uplink
and downlink
SBFD gNodeB
Downlink
Uplink
Downlink
Frequency aligned to avoid inter-site interference;Frequencyseparation + interference
cancellation to avoid self-interference;Implementedin SD test network (MWC’22)
Total Bandwidth
(e.g., 40 MHz x2
DL, 20 MHz UL)
Downlink
Uplink
Downlink
Downlink
Uplink
Downlink
Self
interference
mitigation
Uplink Uplink Uplink
Downlink
Uplink
Downlink
Uplink
Subband half duplex (SBHD)
Frequency aligned to avoid inter-site interference;Time separation to avoid self-interference;
Implementedin SD test network (MWC’21)
Cross-link
interference
mitigation
Self-interference
mitigation
SBHD gNodeB
(uplink)
SBHD gNodeB
(downlink)
Downlink
Uplink
gNodeB DL BW
(e.g., 40 MHz x2)
Downlink
Downlink
gNodeB DL BW
(e.g., 40 MHz x2)
Downlink
Downlink
Downlink
Downlink
Downlink
Downlink
Downlink
Uplink
Uplink
gNodeB UL BW
(e.g., 20 MHz)
gNodeB UL BW
(e.g., 20 MHz)
Driving towards a full duplex wireless system
Lower latency, better coverage, expanded capacity, flexible spectrum deployment and service multiplexing
Duplexing
evolution
32. 32
Giga-MIMO expands network coverage to upper mid-band
Giga MIMO with wide bandwidth and large
number of antenna elements (i.e., >2k)
More antenna elements with same aperture,
3-4x wavelength reduction vs. sub-7 GHz
Building on 5G sub-7 GHz and mmWave
technologies and approaches
For supporting wide-area use cases in
X-band (8— 12 GHz) and Ku-band
(12— 18 GHz)
Global spectrum discussions underway
Experimental licenses e.g., 8.5-9 GHz,
12.75-13.25 GHz
Regional and ITU discussions ongoing for
longer term refarming
Best of wide-band
mmWave and wide-
area sub-7 GHz
GHz bandwidth — 10xmore capacity than
existing massive MIMO systems
Comparable wide-area coverage to massive
MIMO in sub-7 GHz
Higher positioning, radar, and RF sensing
resolutions
Note: Part of the spectrum may be studied or supported already in 5G NR Release 19+
256-element
@ 3.5 GHz
3k+-element
@ 13 GHz
256-element
@ 3.5 GHz
2048-element
@ 10 GHz
Network coverage testing near Qualcomm campus in San Diego, CA
Antenna panel size
comparison (massive
MIMO vs. Giga MIMO)
336mm
672mm
33. 33
Radio access network
Serving more diverse requirements with an evolving topology
Massive IoT
eMBB
Converged Worlds
V2X
URLLC
Boundless XR
Industrial IoT
for traditional
cloud applications
Regional cloud
for on-prem enterprise and low
latency operator services
Local edge
for applications serving converged
physical and digital worlds
Cell-site edge
Larger service area Lowest latency
Low latency in the local service area
Digital
world
Virtual
world
Physical
world
34. 34
Evolving network architecture towards 6G
Driven by disaggregation and cloudification of tiered services
Cloud-based core network
Core network hosted in public and/or
private clouds
Flattening of architecture by moving 5G CU1
functions to Core in 6G
Applications and Core on same platform crate
opportunityfor differentiated E2E performance
RAN Intelligent Controller (RIC)
Intelligentoptimization via RIC applications from
third-parties
Opportunity for network and device side
intelligence framework synergy
Virtualized DU and open fronthaul
Virtualized DU with PHY processing in accelerators
Widespread adoption ofstandards-based fronthaul
for interoperable RU
Rapid upgrade cycles on network create opportunity
for more upgradable and modular device software
Upgrade for legacy bands
Leverage flexible 5G design to support
efficientDSS with 6G
Potential reuse of legacy RU if 6G supports
5G symbol numerology
Easy upgrade ofvirtualized DU by adding
6G accelerator cards
Internet Cloud platform
NP U
Virtualized DU2
Virtualized functions
MAC Scheduler RLC
Accelerated functions
High PHY
5G accelerator
6G accelerator
Fronthaul
RU3
RIC
service
Security
service
…
Hosted
applications
…
1 Central unit; 2 Distributed unit; 3 Radio unit
35. 35
6G will drive diverse deployment topologies and technologies
Fiber
backhaul
Integrated access/
backhaul(IAB) and
mobile IAB
Simple and smart repeaters
Distributed massive
MIMO using Radio Units
In-band or
out-of-band wireless
Fiber, in-band or out-of-
band wireless fronthaul
Fiber
fronthaul
WLAN
integration
RSU
Centralized
coordination
Macro cell and small cells
co-siting with existing
infrastructure (e.g., sub-7 GHz)
with Giga-MIMO or mmWave
Intelligent surface (IS) and
reconfigurable intelligent surface (RIS)
Macro Cell
A scalable and distributed network architecture can meet diverse coverage, capacity, and other performance requirements
36. 36
Passive MIMO for coverage extension and improved energy efficiency
1 Power amplifier
Expanding the deployment
toolbox to efficiently provide
broader network coverage
Macro
cells
Small
cells
RF
repeaters
Smart
repeaters
Integrated
access/backhaul
Passive
MIMO
Smart passive
MIMO (IS & RIS)
Micro
cells
Remote radio
heads
Other infrastructure
options…
Also known as RIS — Reconfigurable
Intelligent Surfaces that can support
various deployments and use cases
Providing dynamic control of reflective beam directions
with PA1-less operations
Extending coverage for users in challenging locations
(e.g., cell-edge, indoors, and with blockage)
Achieving better network energy efficiency
RIS
RIS
RIS
Extending coverage to
cell-edge and “dead zones”
Providing
out-to-in
coverage
Increasing diversity
and redundancy
Wall
Extending
sidelink
coverage
RIS
Blockage
Enabling more
resilient positioning
37. 37
Further evolving cellular
for non-terrestrial communication
That complements terrestrial communication
1 eMTC and NB-IoT; 2 Geostationary; 3 Medium Earth Orbit; 4 Low Earth Orbit;
5 Unmanned Aerial Vehicles; 6 High Altitude Platform Station;
GEO2 satellites
~36,000km
MEO3 satellites
5,000-25,000km
LEO4 satellites
500-1200km
HAPS5 10-20 km
UAV6 ~100 m
5G Rel-15
Study Item focused
on deployment
scenarios and
channel models
5G Rel-16
Study Item focused on
solutions for adapting
5G NR to support NTN
5G Rel-17
Work Item focused on supporting
satellites and HAPS for eMBB
and IoT1 with enhancements to
synchronization, scheduling,
HARQ, mobility, and more
5G Rel-18+
Expected to further enhance
communications for UAV,
HAPS, and satellites
6G
Potential focus on delivering an
integrated 3D heterogeneous
network, where terrestrial
infrastructure can be complemented
by non-terrestrial ones
38. 38
Our research focus in 6G security and privacy across all layers
Building on the proven, solid security foundation of 5G
Data security
and privacy
Data provenance (e.g., to defeat deep fake)
AI/ML federated learning
Secure multi-party computation
Differential privacy
Homomorphic encryption of secure off device
data processing
Zero knowledge proof for data/identity privacy
Secure
communication
PHY/MAC security
Ultra secure communication
Network hiding
All encryption (including broadcast / scheduling info.)
Jamming resilience
Post quantum cryptography (resilient against quantum
computers)
Quantum security (key generation, key distribution)
Identity and
device management
Identity privacy
Multifaceted trust
User / device / subscription authentication
Device onboarding and ownership
structure/management
Device / user attestation, multi-factor, continuous
authentication
Electronic ID ecosystem (e.g., secure, private,
agile root of trust for identity, trusted D2D security
bootstrapping
Platform security Blockchain Web 3.0 Confidential Computing
39. 39
Subband
Full Duplex
Uppermid-band
with Giga-MIMO
Sub-THz with
lensed MIMO
Intelligent 5G mmWave
deployment
Boundless
augmented reality
5G cloud
gaming
mmWave
cooperative sensing
Secure services
beyond data
Foundational Air Interface Innovations Expansion to New Applications
Driving the 5G evolution with
our advanced R&D demonstrations
Watch all on
YouTube
5G mmWave mobility
enhancements
Advanced mmWave
spectrum sharing
Cross-node ML
for CSF
Cross-node ML for
beam management
5G mmWave
precise positioning
Narrowband positioning
for 5G NR-Light
Green networks
Super-QAM
5G device mesh
network for IoT
Cooperative radar
sensing
Sidelink positioning
with single RSU
5G NR-Light
capacity
Intelligent industrial
positioning
5G Advanced for
smart factory
Innovation platform
for new verticals
Enhancing safety
with smart RSUs
Precise positioning
with 5G mmWave
40. 40
Rel-15
eMBB focus
Rel-18, 19. 20 and beyond
Continued 5G evolution and proliferation
Rel-16 and 17
expanding to new industries
Strong 5G
momentum sets stage
for global expansion
Rel-21 and beyond
New innovation platform
Next technology leap for new
capabilities and efficiencies
Historically 10 years
between generations
Foundational research, vision, requirements, etc.
Technology
foundation for the
next generation
A key enabler of the connected
intelligent edge
Driving the 5G Advanced technology evolution into 6G