Licensed Assisted Access (LAA) is introduced in 3GPP release 13 as part of LTE Advanced Pro. It uses carrier aggregation in the downlink to combine LTE in unlicensed spectrum (5 GHz) with LTE in the licensed band.
Shared/unlicensed spectrum is important for 5G and is valuable for wide range of deployments from extreme bandwidth by aggregating spectrum, enhanced local broadband to Internet of Things verticals. 5G New Radio (NR) will natively support all different spectrum types and is designed to take advantage of new sharing paradigms. We are pioneering 5G shared spectrum today by building on LTE-U/LAA, LWA, CBRS/LSA and MulteFire.
Next-generation immersive use cases such as VR and AR will demand even faster data rates, lower latency, and more capacity that will push the boundaries of LTE networks. Now, Gigabit LTE is here to deliver fiber-like wireless broadband that meets these expanding requirements. We are leading the Gigabit LTE evolution. Read more at https://www.qualcomm.com/invention/technologies/lte/advanced-pro/gigabit-lte
MulteFire is a new LTE-based air-interface that is being developed to operate solely in unlicensed spectrum, enabling it to offer the best of both worlds: LTE-like performance with Wi-Fi-like deployment simplicity.
MulteFire will broaden the LTE ecosystem with new deployment scenarios, such as enhanced broadband services and neutral hosts benefiting operators to augment wireless services. MulteFire applies to any unlicensed or shared spectrum when over-the-air contention is needed (listen before talk), such as the global 5 GHz band or the new 3.5 GHz band in the USA. The combination of neutral spectrum with high performing LTE and self-organizing networks will enable neutral host small-cells in more locations.
Qualcomm: Making the best use of unlicensed spectrumQualcomm Research
In solving the 1000x challenge, licensed spectrum is the foundation. Equally important is utilizing available unlicensed spectrum. The best way to achieve this is to combine both of them through aggregation. Aggregation brings seamless user experience, better coverage and capacity, as well as the efficiencies of a common unified network. Operators have a choice on how to aggregate, and the decision depends on their current assets and future network plans.
Explore our this presentation and other resources to find out when, and how to choose? How can LTE-U coexist fairly with Wi-Fi in 5GHz unlicensed spectrum? What roles existing/new Wi-Fi, and LTE-U play? And whether it really is a "either or" decision.
Webpage: https://www.qualcomm.com/invention/technologies/1000x/spectrum/unlicensed
Download presentation: https://www.qualcomm.com/documents/making-best-use-unlicensed-spectrum-presentation
Sign up for our Technology Newsletter: https://www.qualcomm.com/invention/technologies/wireless/signup
The new 5G unified air interface is being designed to not only vastly enhance mobile broadband performance and efficiency, but also scale to connect the massive Internet of Things and enable new types of services such as mission critical control that require ultra-low latency and new levels of reliability and security. The new design will unify diverse spectrum types and bands, scale from macro deployments to local hotspots and efficiently multiplex the envisioned 5G services across an extreme variation of requirements.
For more information on 5G technologies, use cases and timelines, please visit us at www.qualcomm.com/5G.
Shared/unlicensed spectrum is important for 5G and is valuable for wide range of deployments from extreme bandwidth by aggregating spectrum, enhanced local broadband to Internet of Things verticals. 5G New Radio (NR) will natively support all different spectrum types and is designed to take advantage of new sharing paradigms. We are pioneering 5G shared spectrum today by building on LTE-U/LAA, LWA, CBRS/LSA and MulteFire.
Next-generation immersive use cases such as VR and AR will demand even faster data rates, lower latency, and more capacity that will push the boundaries of LTE networks. Now, Gigabit LTE is here to deliver fiber-like wireless broadband that meets these expanding requirements. We are leading the Gigabit LTE evolution. Read more at https://www.qualcomm.com/invention/technologies/lte/advanced-pro/gigabit-lte
MulteFire is a new LTE-based air-interface that is being developed to operate solely in unlicensed spectrum, enabling it to offer the best of both worlds: LTE-like performance with Wi-Fi-like deployment simplicity.
MulteFire will broaden the LTE ecosystem with new deployment scenarios, such as enhanced broadband services and neutral hosts benefiting operators to augment wireless services. MulteFire applies to any unlicensed or shared spectrum when over-the-air contention is needed (listen before talk), such as the global 5 GHz band or the new 3.5 GHz band in the USA. The combination of neutral spectrum with high performing LTE and self-organizing networks will enable neutral host small-cells in more locations.
Qualcomm: Making the best use of unlicensed spectrumQualcomm Research
In solving the 1000x challenge, licensed spectrum is the foundation. Equally important is utilizing available unlicensed spectrum. The best way to achieve this is to combine both of them through aggregation. Aggregation brings seamless user experience, better coverage and capacity, as well as the efficiencies of a common unified network. Operators have a choice on how to aggregate, and the decision depends on their current assets and future network plans.
Explore our this presentation and other resources to find out when, and how to choose? How can LTE-U coexist fairly with Wi-Fi in 5GHz unlicensed spectrum? What roles existing/new Wi-Fi, and LTE-U play? And whether it really is a "either or" decision.
Webpage: https://www.qualcomm.com/invention/technologies/1000x/spectrum/unlicensed
Download presentation: https://www.qualcomm.com/documents/making-best-use-unlicensed-spectrum-presentation
Sign up for our Technology Newsletter: https://www.qualcomm.com/invention/technologies/wireless/signup
The new 5G unified air interface is being designed to not only vastly enhance mobile broadband performance and efficiency, but also scale to connect the massive Internet of Things and enable new types of services such as mission critical control that require ultra-low latency and new levels of reliability and security. The new design will unify diverse spectrum types and bands, scale from macro deployments to local hotspots and efficiently multiplex the envisioned 5G services across an extreme variation of requirements.
For more information on 5G technologies, use cases and timelines, please visit us at www.qualcomm.com/5G.
The expanding role of LTE Advanced, delivering new, transformative technologies that go well beyond faster peak data rates. These new technologies include introducing LTE-M for efficient machine-type communications, expanding LTE Direct device-to-device capabilities and use cases, empowering new services-such as LTE Ultra-Low Latency, and also driving convergence of traditionally disparate networks, spectrum types, and deployment models-such as LTE and Wi-Fi Convergence. Realizing a new connectivity paradigm with LTE Advanced-trailblazing the path to 5G!
5G will be much more than just a new generation with faster peak rates. We are building a unified, more capable 5G platform to connect new industries, enable new services and empower new user experiences. This presentation details the key components for designing the unified, more capable 5G platform featuring an OFDM-based unified air interface. Learn about the key technology enablers for the 5G platform, and see how we are pioneering many of these technologies today with LTE Advanced and Wi-Fi.
For more information on 5G technologies, use cases and timelines, please visit us at www.qualcomm.com/5G.
SMARTER Building Block: enhanced Mobile BroadBand (eMBB)Yi-Hsueh Tsai
Start new building block study item for the identified use case group: enhanced Mobile BroadBand (eMBB)
to identify and document the key families of use cases and their consolidated potential requirements
to capture desired system requirements and capabilities
The target for the completion of this building block study item is March 2016.
Network Convergence of Mobile, Broadband and Wi-Fi3G4G
A presentation and video by Ben Toner, Founder & Director, Numerous Networks exploring the convergence of Mobile, Broadband and Wi-Fi
*** SHARED WITH PERMISSION ***
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/
Presented virtually by Andy Sutton, Principal Network Architect, BT Technology on 06 Aug 2020.
Andy provides an update and review of the transformational plans, capabilities and outcomes from 5G deployments in the UK. 5G networks are already enabling a step change in the range and capability of innovative applications from IoT to robotics. That pace of change is due to accelerate as 5G moves from its initial enhanced mobile broadband phase to deliver ultra-reliable and low latency communications along with massive machine type connectivity.
*** SHARED WITH PERMISSION ***
Objective is to include the brief insight on 5G network architecture and standard progress, Accumulated it from different paper/journal, vendor’s white paper and different blog.
Prof. Andy Sutton: 5G RAN Architecture Evolution - Jan 20193G4G
This presentation explores the evolution of GSM, UMTS and LTE radio access network architectures before a detailed review of the RAN architecture options for 5G. The functional decomposition of the 5G radio access network presents the network designer with many challenges with regards placement of RU, DU and CU nodes, all of which are discussed. The presentation concludes with a review of BT UK plans for 5G launch with a fully distributed RAN in support of an EN-DC architecture.
Presented by Professor Andy Sutton CEng FIET, Principal Network Architect, Architecture & Strategy, BT Technology at IET 5G - the Advent conference on 30 January 2019 | IET London: Savoy Place
*** SHARED WITH PERMISSION ***
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?
5G will connect virtually everything around us to transform a wide range of industries — manufacturing, automotive, logistics, and many more, and we are on track to make 5G NR — the global 5G standard — a commercial reality by 2019. However, this first phase of 5G mainly focuses on enhanced mobile broadband services, which will contribute to part of the total projected $12T 5G economy. 5G NR will continue to evolve in Release 16 and beyond to further expand 5G’s reach to new devices, services, and ecosystem players.
At present, the global information age has arrived, the total amount of data has exploded, and people's demand for data and information is increasing. The birth of LTE is to continuously optimize wireless communication technology to meet customers' higher requirements for wireless communication.
LTE is a long-term evolution of the UMTS technical standard formulated by the 3GPP organization, in 2004 The project was formally established and launched at the 3GPP Toronto meeting in December.
LTE is a wireless data communication technology standard. The current goal of LTE is to use new technologies and modulation methods to improve the data transmission capacity and data transmission speed of wireless networks, such as new digital signal processing (DSP) technologies, which were mostly proposed around 2000.
The long-term goal of LTE is to simplify and redesign the network architecture to make it an IP-based network, which will help reduce potential undesirable factors in the 3G transition.
LTE technology mainly has two mainstream modes, TDD and FDD, and the two modes have their own characteristics. Among them, FDD-LTE is widely used internationally, while TD-LTE is more common in my country.
The LTE (Long Term Evolution) project is an evolution of 3G, a transition between 3G and 4G technologies, and a global standard of 3.9G.
It has improved and enhanced the 3G air access technology, using OFDM and MIMO as the only standard for its wireless network evolution. It provides a peak rate of 100 Mbit/s for downlink and 50 Mbit/s for uplink under a 20MHz spectrum bandwidth, which improves the performance of cell-edge users, increases cell capacity, and reduces system delay.
In order to better understand LTE, we have listed 41 basic knowledge of LTE for your reference.
The expanding role of LTE Advanced, delivering new, transformative technologies that go well beyond faster peak data rates. These new technologies include introducing LTE-M for efficient machine-type communications, expanding LTE Direct device-to-device capabilities and use cases, empowering new services-such as LTE Ultra-Low Latency, and also driving convergence of traditionally disparate networks, spectrum types, and deployment models-such as LTE and Wi-Fi Convergence. Realizing a new connectivity paradigm with LTE Advanced-trailblazing the path to 5G!
5G will be much more than just a new generation with faster peak rates. We are building a unified, more capable 5G platform to connect new industries, enable new services and empower new user experiences. This presentation details the key components for designing the unified, more capable 5G platform featuring an OFDM-based unified air interface. Learn about the key technology enablers for the 5G platform, and see how we are pioneering many of these technologies today with LTE Advanced and Wi-Fi.
For more information on 5G technologies, use cases and timelines, please visit us at www.qualcomm.com/5G.
SMARTER Building Block: enhanced Mobile BroadBand (eMBB)Yi-Hsueh Tsai
Start new building block study item for the identified use case group: enhanced Mobile BroadBand (eMBB)
to identify and document the key families of use cases and their consolidated potential requirements
to capture desired system requirements and capabilities
The target for the completion of this building block study item is March 2016.
Network Convergence of Mobile, Broadband and Wi-Fi3G4G
A presentation and video by Ben Toner, Founder & Director, Numerous Networks exploring the convergence of Mobile, Broadband and Wi-Fi
*** SHARED WITH PERMISSION ***
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/
Presented virtually by Andy Sutton, Principal Network Architect, BT Technology on 06 Aug 2020.
Andy provides an update and review of the transformational plans, capabilities and outcomes from 5G deployments in the UK. 5G networks are already enabling a step change in the range and capability of innovative applications from IoT to robotics. That pace of change is due to accelerate as 5G moves from its initial enhanced mobile broadband phase to deliver ultra-reliable and low latency communications along with massive machine type connectivity.
*** SHARED WITH PERMISSION ***
Objective is to include the brief insight on 5G network architecture and standard progress, Accumulated it from different paper/journal, vendor’s white paper and different blog.
Prof. Andy Sutton: 5G RAN Architecture Evolution - Jan 20193G4G
This presentation explores the evolution of GSM, UMTS and LTE radio access network architectures before a detailed review of the RAN architecture options for 5G. The functional decomposition of the 5G radio access network presents the network designer with many challenges with regards placement of RU, DU and CU nodes, all of which are discussed. The presentation concludes with a review of BT UK plans for 5G launch with a fully distributed RAN in support of an EN-DC architecture.
Presented by Professor Andy Sutton CEng FIET, Principal Network Architect, Architecture & Strategy, BT Technology at IET 5G - the Advent conference on 30 January 2019 | IET London: Savoy Place
*** SHARED WITH PERMISSION ***
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?
5G will connect virtually everything around us to transform a wide range of industries — manufacturing, automotive, logistics, and many more, and we are on track to make 5G NR — the global 5G standard — a commercial reality by 2019. However, this first phase of 5G mainly focuses on enhanced mobile broadband services, which will contribute to part of the total projected $12T 5G economy. 5G NR will continue to evolve in Release 16 and beyond to further expand 5G’s reach to new devices, services, and ecosystem players.
At present, the global information age has arrived, the total amount of data has exploded, and people's demand for data and information is increasing. The birth of LTE is to continuously optimize wireless communication technology to meet customers' higher requirements for wireless communication.
LTE is a long-term evolution of the UMTS technical standard formulated by the 3GPP organization, in 2004 The project was formally established and launched at the 3GPP Toronto meeting in December.
LTE is a wireless data communication technology standard. The current goal of LTE is to use new technologies and modulation methods to improve the data transmission capacity and data transmission speed of wireless networks, such as new digital signal processing (DSP) technologies, which were mostly proposed around 2000.
The long-term goal of LTE is to simplify and redesign the network architecture to make it an IP-based network, which will help reduce potential undesirable factors in the 3G transition.
LTE technology mainly has two mainstream modes, TDD and FDD, and the two modes have their own characteristics. Among them, FDD-LTE is widely used internationally, while TD-LTE is more common in my country.
The LTE (Long Term Evolution) project is an evolution of 3G, a transition between 3G and 4G technologies, and a global standard of 3.9G.
It has improved and enhanced the 3G air access technology, using OFDM and MIMO as the only standard for its wireless network evolution. It provides a peak rate of 100 Mbit/s for downlink and 50 Mbit/s for uplink under a 20MHz spectrum bandwidth, which improves the performance of cell-edge users, increases cell capacity, and reduces system delay.
In order to better understand LTE, we have listed 41 basic knowledge of LTE for your reference.
Two MulteFire architecture solutions
- In PLMN access mode, the MulteFire RAN is connected to the 3GPP EPC
• MulteFire is an additional LTE “sub-type”
• Solution can be used by 3GPP PLMNs to extend their capacity or coverage
- In NHN access mode, the MulteFire RAN is connected to a Neutral Host Network
• Neutral Host Network is a self-contained “standalone” deployment providing IP services
• IP services can be provided to UEs associated with different Participating Service Providers
• A 3GPP PLMN can also be a Participating Service Provider
• Services of 3GPP PLMNs can be accessed using 3GPP defined Non-3GPP IW models
- These architecture solutions can address different types of deployments
Presented by Stephan Litjens, MulteFire Alliance Board Chair
Part of the MulteFire Business Opportunities event hosted at Mobile World Congress Barcelona 2017.
The essential role of Gigabit LTE and LTE Advanced Pro in the 5G WorldQualcomm Research
As the next phase in the evolution of LTE (3GPP Release 13 and beyond), LTE Advanced Pro does more than just push LTE capabilities closer towards 5G. It will also become an integral part of the 5G mobile network, providing many services essential to the 5G experience starting day one. Learn more at: https://www.qualcomm.com/invention/technologies/lte/advanced-pro
Introduction to LTE Advanced Pro. LTE Advanced Pro is a rich roadmap of technologies that will be introduced as part of the global 3GPP standard starting with Release 13 and beyond.
Introduction Videos about LTE AP Pro
Overview on LTE and 4.5 G Evolution Around the World
LTE Advance Pro: Enhancements
LTE Advance Pro: New Use Cases
Case Study: Turkey’s Mobile Operators Evolution towards 4.5 G
Summary of LTE Advance Pro
MATLAB Simulation: 2D Beamforming algorithms (LMS, NLMS RLS and CM)
References
Following the phenomenal global success of LTE, the stage is set for the foray of LTE Advanced. Industry leaders have already gotten a head start with its first step: carrier aggregation. Join us to explore the success factors behind LTE proliferation and an impressive lineup of enhancements that LTE Advanced is bringing.
For more information please visit:
www.qualcomm.com/lte-advanced
U.S. Wireless Overview & Outlook Presentation (V02C)Mark Goldstein
The latest version (V02C) of my overview of wireless spectrum, technologies and opportunities in just 20 slides. Tried to capture all of today's wireless essentials in this brief briefing. Enjoy!
How does unlicensed spectrum with NR-U transform what 5G can do for you?Qualcomm Research
NR-U brings the power of 5G to unlicensed spectrum globally. NR-U can help service providers deliver the 5G experience end-users have come to expect with or without licensed spectrum. Read more at https://www.qualcomm.com/news/onq/2020/06/11/how-does-support-unlicensed-spectrum-nr-u-transform-what-5g-can-do-you
The Internet of Things is bringing a massive surge of smart, connected devices that will enable new services and efficiencies across industries. This requires wireless technologies to scale up or down depending on the application performance needs—to connect virtually anything. And now, LTE is evolving for low-throughput, delay-tolerant IoT use cases. The new narrowband LTE technologies (eMTC & NB-IoT) will deliver lower complexity, longer battery life, and deeper coverage for wide-area IoT applications.
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
- 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
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
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.
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
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
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.
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
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.
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.
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Progress on LAA and its relationship to LTE-U and MulteFire
1. Progress on LAA and its relationship
to LTE-U and MulteFire™
Qualcomm Technologies, Inc.
February 22, 2016
2. 2
LTE-U/LAA, LWA, MulteFire™ and Wi-Fi will coexist in 5 GHz
1 Regionally dependent
Making best use of 5 GHz unlicensed band
Enterprises Small
Businesses
Residential/
Neighborhood
Venues
Large amounts of
spectrum available
globally (~500 MHz1)
Ideal for small cells thanks
to lower mandated
transmit power
Global neutral spectrum that
can serve any user with same
deployment – neutral hosts
3. 3
Multiple technologies will co-exist for different needs
Wi-Fi (11ac/11ad/11ax/11ay)
Evolving for enhanced performance and expanding
to new usage models
Licensed Spectrum
Exclusive use
Unlicensed Spectrum
Shared use
Aggregation with
licensed anchor
channel
MulteFire
Broadens LTE ecosystem to enhanced and new
deployment opportunities
LWA (LTE Wi-Fi Link Aggregation)
Targeting mobile operators leveraging existing
carrier Wi-Fi deployments
LTE-U / LAA (Licensed-Assisted Access)
Targeting mobile operators using LTE in unlicensed
spectrum for new small cell deploymentsanchor
4. 4
3GPP for LAA
A global standardization
organization for cellular network
technologies such as LTE,
including LWA and LAA (rel. 13)
used for aggregation of unlicensed
and licensed spectrum.
MulteFire Alliance
An international association
formed in 2015 that will develop
global technical specifications and
product certification for MulteFire
based on 3GPP standards.
LTE Unlicensed developed through industry collaboration
Collaboration with organizations such as Wi-Fi Alliance and IEEE
LTE-U Forum
An industry forum defining
coexistence specs LTE-U based
on 3GPP rel. 12, for early time to
market for certain markets (e.g.,
USA, Korea, India).
LTE-U Forum
5. 5
LAA part of LTE Advanced Pro—a rich roadmap of features
Pushing LTE capabilities towards 5G
Note: Estimated commercial dates. Not all features commercialized at the same time
LTE Advanced ProLTE Advanced
2015 2020+
Rel-10/11/12
Carrier aggregation
Low LatencyDual connectivity
SON+
Massive/FD-MIMO
CoMP Device-to-device
Unlicensed spectrum
Enhanced CA
Shared Broadcast
Internet of Things256QAM
V2X
FeICIC
Advanced MIMO
FDD-TDD CA
eLAA
5G
LAA
LWA
6. 6
Extending LTE to unlicensed spectrum
Licensed Assisted Access (LAA)
1 Aggregating with either licensed TDD or licensed FDD is possible with SDL; 2 Assumptions: 3GPP LAA evaluation model based on TR 36.889, two operators, 4 small-cells per operator per macro cell, outdoor, 40 users on same 20 MHz
channel in 5 GHz, both uplink and downlink in 5 GHz, 3GPP Bursty traffic model 3 with 1MB file, LWA using 802.11ac, DL 2x2 MIMO (no MU-MIMO), 24dBm + 3dBi Tx power in 5 GHz for LAA eNB or Wi-Fi AP.
• Path to Gbps speeds
By aggregating as little as 20 MHz
licensed spectrum with unlicensed
• Seamless and robust user
experience
With reliable licensed spectrum anchor
• 2x capacity and range
Over Wi-Fi capacity in dense
deployments2
• Single unified LTE network
Common management
• Fair Wi-Fi coexistence
Fundamental design principle
Supplemental Downlink (SDL) to boost downlink
1
Unlicensed (5 GHz)
Licensed Anchor
(400 MHz – 3.8 GHz)
LTE
Carrier
aggregation
7. 7
Fair Wi-Fi coexistence a key principle in LAA design
Extensive over-the-air testing performed in the lab and in the field
Operator
A
Wi-Fi
Operator
A
Wi-Fi
1x ≥1x
>2x
Gain1
(Median throughput)
Operator
B
Wi-Fi
1x
In many cases a better neighbor to
Wi-Fi than Wi-Fi itself
Operator B
switches Wi-Fi to
LAA
Operator
B
LAA
1 Assumptions: 3GPP LAA evaluation model based on TR 36.889 two operators, 4 small-cells per operator per macro cell, outdoor, 40 users on same 20 MHz channel in 5 GHz, both uplink and downlink in 5 GHz, 3GPP Bursty traffic model 3
with 1MB file, LWA using 802.11ac, DL 2x2 MIMO (no MU-MIMO), 24dBm + 3dBi Tx power in 5 GHz for LAA eNB or Wi-Fi AP.
8. 8
LAA is designed to protect Wi-Fi
Select clear channel: Dynamically avoid Wi-Fi
Up to 500 MHz available20
MHz
Release unlicensed channel at low traffic
20
MHz
Wi-Fi
Sharing the channel fairly: “Listen before talk” (LBT)
LAA Busy Wait
9. 9
LBT ensures fair sharing in unlicensed 5 GHz
LBT is standardized in ETSI EN 301 893
1) Proposed in next release of ETSI EN 301 893 with a target release mid 2016.
LAA
Wi-Fi
<10ms on-time
Same rule for everyone1,
including Wi-Fi and LTE
Meets global
regulations
ED – Energy Detect Threshold
Introducing1 a more sensitive threshold that is
common for all technologies when sensing each other.
CCA – Clear channel assessment
If no signal is sensed based on ED threshold, then go
ahead with transmission right away.
eCCA – Extended CCA
If channel is busy (CCA), then wait for it to become
clear. Once it is clear, wait for a random number of
additional CCAs indicating that the channel has
remained clear before starting transmission.
Busy Wait
Ready to transmit, but
channel is busy
Channel is clear, start
random wait period
Done waiting, starting
transmission
Channel clear, start
to transmit
CCA eCAA
Designed for fair
sharing of 5 GHz
TX
TX
10. 10
LTE-U and LAA part of the same evolution
1 UL aggregation part of Rel. 14—other features proposed; 2 Aggregation of unlicensed downlink and uplink is possible with either licensed TDD or licensed FDD; 3 Complexity/cost reduction is also applicable to licensed LTE
Enhancements to LAA
eLAA and beyond
Includes LBT required for
global deployments
LAA
Time to market for certain
regions: USA, Korea, India
LTE-U
Based on 3GPP R12 3GPP R13 3GPP R14 and beyond1
• Supplemental downlink (SDL)
to boost downlink
• Dynamic channel selection to
avoid Wi-Fi and adaptive duty
cycle (CSAT) to fairly coexist
• Support for migration to LAA
• Supplemental downlink (SDL)
• Dynamic channel selection
• Listen before talk (LBT)
complying with global
regulations
• Adds uplink aggregation: Boost
uplink data rates and capacity2
• Dual Connectivity: Aggregation
across non-collocated nodes
• Complexity reduction3
Qualcomm is showing an eLAA demo at MWC
11. 11
MulteFire: LTE-based technology solely in unlic. spectrum
Targets small-cells in unlicensed spectrum bands such as the global 5GHz band
Broadens LTE ecosystem to new
deployment opportunities
Harmoniously coexist
with Wi-Fi, LTE-U/LAA
LTE-like performance
• Enhanced capacity and range
• Improved mobility, quality-of-
experience
• Hyper-dense, self-organizing
deployments
Wi-Fi-like deployment simplicity
• Operates solely in unlicensed
spectrum, e.g., 5 GHz
• Leaner, self-contained network
architecture
• Suitable for neutral host
deployments
12. 12
Enhanced offload for mobile networks with MulteFire
High-performance neutral host offload capabilities
Traditional mobile deployments
Separate spectrum bands and deployments may
prohibit reaching all venues, enterprises and homes
Neutral host deployments
Using common spectrum and common deployment
provides neutral host services (Wi-Fi like)
Qualcomm is showing a MulteFire demo at MWC
14. 14
Over-the-air trial demonstrates LAA advantages
Co-existence benefiting everyone
Demonstrated fair co-existence between LAA, LWA
and Wi-Fi with improved performance for everyone.
Increased coverage
Demonstrated LAA’s extended range and improved
performance in 5 GHz compared to Wi-Fi
Increased capacity
Demonstrated downlink throughput gains over Wi-Fi.
15. 15
Completed a wide range of test cases
Covering multiple aspects
1
Handover between multiple
small cells2
Different combinations of
LAA, LWA and Wi-Fi,
mix of above and below ED
4
Different radio conditions,
including corner cases such
as hidden node
5
Single or multiple users
Indoor and outdoor
deployment scenarios3 Stationary and mobile users6
16. Outdoor test case
examples
2 LAA/LWA capable eNB (licensed + unlicensed)
2 Wi-Fi AP (unlicensed)
Same configuration for LAA and Wi-Fi: radio channel, 2x2 MIMO, antennas, transmit power, mobility…
18. 18
Averaged downlink throughput in 5 GHz during mobility1
1 Dual cells with handover, LAA based on 3GPP release 13; LWA using 802.11ac; LTE on 10 MHz channel in 2600 MHz licensed spectrum with 4W transmit power; the following conditions are identical for LAA and Wi-Fi: 2x2 downlink
MIMO, same 20 MHz channel in 5 GHz unlicensed spectrum with 1W transmit power. terminal transmit power 0.2W, mobility speed 6-8 mph; 2 25 Mbps LAA vs 10 Mbps Wi-Fi at same path loss; 3 At 10 Mbps downlink speed in 5 Ghz
LAA outperforms Wi-Fi in challenging radio conditions
0
10
20
30
40
50
60
70
80 85 90 95 100 105 110
Downlinkthroughputinunlicensed[Mbps]
Path Loss [dB] — increases with distance
+8 dB 3
+150% 2
Increased coverage
Providing same performance at a higher
path loss (further distance) contributes to
LAA’s improved coverage over Wi-Fi.
Performance when it matters
LAA’s performance gains grows with more
challenging radio conditions, providing more
consistent throughput over a larger area.
Higher averaged throughput
In challenging radio conditions LAA offers
significantly higher averaged throughput at
the same distance (same path loss).
21. 21
LAA benefits everyone sharing the same 5 GHz channel
LAA promotes fair sharing of the unlicensed channel
1 Outdoor, 4 users on 4 different AP/cells, Mix of above and below ED, strong signal level with some interference, LAA based on 3GPP rel. 13; LWA using 802.11ac; LTE on 10 MHz channel in 2600 MHz licensed spectrum with
4W transmit power; the following conditions are identical for LAA and Wi-Fi: 2x2 downlink MIMO, sharing same 20 MHz channel in 5 GHz unlicensed spectrum with 1W transmit power, terminal transmit power 0.2W
Switching 2 Wi-Fi pairs to LAA
35%
20%23%
32% 25%
25%27%
26%
Numbers in pie charts show channel occupancy1,
the total is not 100% due to over utilization.
.
LAA
LAA
Wi-Fi
Wi-Fi
Wi-Fi
Wi-Fi
Wi-Fi
Wi-Fi
Same baseline with 4 Wi-Fi pairs
22. 22
Switching a Wi-Fi AP with a
LAA small-cell results in
overall increased network
capacity and higher
throughput for all users.
LBT ensures that the
channel is shared fairly
between the users and
LAA is overall a better
neighbor to Wi-Fi than
Wi-Fi itself.
Summary from a large number of test cases over a diverse set of conditions
LAA fairly coexists with Wi-Fi
1
2
23. 23
LAA shares the channel fairly also in corner cases
LAA is a better neighbor to a hidden Wi-Fi node
1 Outdoor, 2 users on 2 different AP/cells, LAA based on 3GPP rel. 13; Wi-Fi using 802.11ac; the following conditions are identical for LAA and Wi-Fi: 2x2 downlink MIMO, sharing same 20 MHz channel in 5 GHz unlicensed
spectrum with 1W transmit power, terminal transmit power 0.2W; downlink traffic only in unlicensed; first user has strong signal strength while the second users on the hidden AP has around 20 dB lower signal strength.
89%
1%
Wi-Fi
Hidden Node
50%
62%
LAA
Hidden
Switching 1 Wi-Fi pair to LAABaseline with 2 Wi-Fi pairs
Hidden
Wi-Fi
Node
Numbers in pie charts show channel
occupancy1, the total is not 100% due to
over/under-utilization.
24. 24
Summary
Successful LAA trial — a big milestone towards commercial deployment
LAA is here with
3GPP Rel. 13
• Path to Gbps speeds with less
licensed spectrum
• Improved capacity, range and
mobility
• Fair coexistence based on LBT
enabling global deployment
LAA technology paves
the way for MulteFire
• MulteFire is based on LAA with
similar performance
advantages.
• Combined with Wi-Fi like
deployment simplicity, it can
offer the best of both worlds.
OTA trial demonstrates
LAA advantages
• Coverage & capacity benefits
of LAA over Wi-Fi
• Seamless mobility of both LAA
and LWA.
• Fair co-existence of LAA with
Wi-Fi over large number of test
cases
26. 26
Gigabit
The first* cellular modem to support
Class
With Category 16 peak download speeds
of up to 1 Gbps
LTE
Subject to network availability
*First commercially announced
27. 27
Making new mobile experiences possible…
…and enhancing existing ones
Streaming 360° video in virtual reality Always-on cloud services including “infinite storage”
Higher FPS video communication Near instant access to entertainment
28. 28
X16
LTE Modem
Quick Facts
Up to 1 Gbps - Cat 16 DL
4x4 MIMO on 2xCA + 2x2 MIMO on 3rd carrier; up to 4x20 MHz CA
supported with 2x2 MIMO
Up to 150 Mbps - Cat 13 UL
via 2x20MHz CA and 64-QAM
Globalizing access to LTE in unlicensed spectrum
3.5 GHz band support – New 3GPP bands
LTE-U and LAA – Convergence with unlicensed
Additional licensed LTE spectrum access
A 14nm FinFET discrete
LTE Advanced Pro Modem
Sampling now
Commercial devices expected in 2H 2016
Subject to network availability.
29. 29
Gigabit Class LTE with only 60 MHz of spectrum
A combination of 3x carrier aggregation, 4x4 MIMO, and 256-QAM
Layer 1
Layer 2
1st LTE Carrier 2nd LTE Carrier 3rd LTE Carrier
Layer 3
Layer 4
Example configuration. Other RF configurations possible.
30. 30
Gigabit Class LTE within reach: LTE in unlicensed spectrum
Globalizes possibility of Gigabit Class LTE
Support for LTE in unlicensed spectrum in
new geographies with LTE-U and LAA
31. 31
LTE-U/LAA globalize the possibility of Gigabit Class LTE
Operators with as little one block of 20 MHz licensed spectrum can deploy Gigabit Class LTE
16%
64%
% Operators that can implement Gigabit Class LTE
(with projected 2017 spectrum holdings)
Without LTE-U/LAA
With LTE-U/LAA
Source: Strategy Analytics “Carrier Aggregation: Essential to Long-Term Operator & OEM Success” report, Exhibit 3 - “Distribution of Operators by Number of 20 MHz Blocks Owned, 2017”, Oct’15.
32. 32
1. First* cellular modem to achieve Gigabit Class LTE speeds
2. First* LTE Advanced Pro modem
3. First* LTE discrete modem built on 14nm FinFET process
4. Boosts peak speeds from 450 Mbps to 1 Gbps on the same 60 MHz of spectrum
By using more antennas (4x4 MIMO) and more sophisticated signal processing (256-QAM)
5. Globalizes the possibility of Gigabit Class LTE with LTE-U and LAA
6. Based on new architecture that scales across tiers and new segments
7. Part of a complete portfolio of modems that address microamp IoT to Gigabit applications
Announcement summary
Snapdragon X16 LTE Modem
*First commercially announced