The document discusses coexistence challenges between LTE-U and Wi-Fi networks operating in the 5GHz unlicensed spectrum. It identifies problems such as unfair medium access, hidden terminals, different transmission power constraints, and LTE's ability to connect to multiple access points. The document reviews several proposed coexistence mechanisms, including adding a quiet period to LTE, using listen-before-talk for LTE, and time-division duplexing of transmissions. It concludes that more analysis of proposed solutions is needed to effectively address coexistence issues between the technologies.
1. LTE in Unlicensed Spectrum
Supported Spectrum for Global Solution
Requirements Across the Regions in 5GHz Spectrum
2. Licensed-Assisted Access using LTE
Carrier Aggregation or Dual Connectivity
Releases 13 Draft Timeline
3. Summary of Licensed-Assisted Access
Potential deployment scenarios
4. Proximity-based Services - LTE Direct
Use cases for Proximity-based Services
LTE Direct in Unlicensed Spectrum
5. Conclusion
UK Spectrum Policy Forum - Graham MacDonald, Intel - Unlicensed Wi-Fi and Iss...techUK
UK Spectrum Policy Forum
Cluster 2 “Spectrum Access and Use” - 2nd December 2014
Graham MacDonald
Director EMEA Communications Policy, Global Public Policy, Intel Corporation (UK) Ltd
Unlicensed Wi-Fi and Issues of Sharing
More information at: http://www.techuk.org/about/uk-spectrum-policy-forum
All rights reserved
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
1. LTE in Unlicensed Spectrum
Supported Spectrum for Global Solution
Requirements Across the Regions in 5GHz Spectrum
2. Licensed-Assisted Access using LTE
Carrier Aggregation or Dual Connectivity
Releases 13 Draft Timeline
3. Summary of Licensed-Assisted Access
Potential deployment scenarios
4. Proximity-based Services - LTE Direct
Use cases for Proximity-based Services
LTE Direct in Unlicensed Spectrum
5. Conclusion
UK Spectrum Policy Forum - Graham MacDonald, Intel - Unlicensed Wi-Fi and Iss...techUK
UK Spectrum Policy Forum
Cluster 2 “Spectrum Access and Use” - 2nd December 2014
Graham MacDonald
Director EMEA Communications Policy, Global Public Policy, Intel Corporation (UK) Ltd
Unlicensed Wi-Fi and Issues of Sharing
More information at: http://www.techuk.org/about/uk-spectrum-policy-forum
All rights reserved
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
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
Industry-supported field trials are already demonstrating the viability of many of the
technical concepts in LTE-Advanced. The approach is to increase data rates for all
users, bring more out of small cells, dynamically adapt to network load and use of
more carriers for more speeds. Also there will be unprecedented ecosystem of handset-manufacturer, software-developers and chip-designers that will support this intelligent
network.
In this presentation we will briefly discuss principle technologies that are being adopted
in LTE-Advanced. We will understand the basics of the technologies that are under
developmental stages and look if we can contribute to their future enhancements.
Qualcomm is elevating its role as a market leader by bringing breakthrough concepts to LTE’s evolution. We believe that the next significant performance leap will come from heterogeneous networks, or HetNets, which bring the network closer to the user through low-power nodes such as pico and femto-cells. LTE Advanced uses adaptive interference management techniques to further improve the capacity and coverage of these HetNets. There by, ensuring fairness among users and an enhanced mobile experience, especially for those users at the cell edge. LTE Advanced also introduces multicarrier to leverage ultra wide bandwidths up to 100 MHz, supporting very high data rates.
Next generation tech trend for global critical communication standardYi-Hsueh Tsai
Today commercial cellular networks and dedicated public safety systems are two separate technology families for providing terrestrial wide-area wireless communications. With NPSTC, TCCA and ETSI Technical Committee TETRA supporting LTE there is now a clear global consensus that it will be the global standard for next generation broadband public safety networks. In order to provide the best service to both communities, they are establishing common technical standards offers advantages to both communities. Work underway in Release 12 of 3GPP LTE standards will enhance LTE to meet public safety application requirements. The public safety community gets access to the economic and technical advantages generated by the scale of commercial cellular networks, and the commercial cellular community gets the opportunity to address parts of the public safety market as well as gaining enhancements to their systems that have interesting applications to consumers and businesses. Developing the ecosystem also requires each country and user community to develop the right government policy, commercial environment and spectrum plan. Those plans and works are undertaken outside 3GPP’s technical standards area.
LTE Release 13 and SMARTER – Road Towards 5GYi-Hsueh Tsai
3GPP Overview
TSG Plenary Status
RAN workshop on 5G
SA1 5G SMARTER
Radio Interface Technology definition
Time Delay analysis
Four New Building Block Study Items for 5G
Enhanced Mobile Broadband
Massive Internet of Things
Critical Machine Communications (ultra-reliable and low latency)
Network operation (including Migration and Interworking)
Capabilities of Future IMT systems
Conclusions
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.
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
With both small-cell LTE and Wi-Fi networks available
as alternatives for deployment in unlicensed bands (notably
5 GHz), the investigation into their coexistence is a topic of
active interest, primarily driven by industry groups. 3GPP has
recently standardized LTE licensed assisted access (LTE-LAA)
that seeks to make LTE more co-existence friendly with Wi-Fi by
incorporating similar sensing and back-off features. Nonetheless,
the results presented by industry groups offer little consensus
on important issues like respective network parameter settings
that promote “fair access” as required by 3GPP. Answers to
such key system deployment aspects, in turn, require credible
analytical models, on which there has been a little progress
to date. Accordingly, in one of the first works of its kind,
we develop a new framework for estimating the throughput
of Wi-Fi and LTE-LAA in coexistence scenarios via suitable
modifications to the celebrated Bianchi model. The impact of
various network parameters such as energy detection threshold
on Wi-Fi and LTE-LAA coexistence is explored as a byproduct
and corroborated via a National Instrument experimental test
bed that validates the results for LTE-LAA access priority classes
1 and 3.
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
Industry-supported field trials are already demonstrating the viability of many of the
technical concepts in LTE-Advanced. The approach is to increase data rates for all
users, bring more out of small cells, dynamically adapt to network load and use of
more carriers for more speeds. Also there will be unprecedented ecosystem of handset-manufacturer, software-developers and chip-designers that will support this intelligent
network.
In this presentation we will briefly discuss principle technologies that are being adopted
in LTE-Advanced. We will understand the basics of the technologies that are under
developmental stages and look if we can contribute to their future enhancements.
Qualcomm is elevating its role as a market leader by bringing breakthrough concepts to LTE’s evolution. We believe that the next significant performance leap will come from heterogeneous networks, or HetNets, which bring the network closer to the user through low-power nodes such as pico and femto-cells. LTE Advanced uses adaptive interference management techniques to further improve the capacity and coverage of these HetNets. There by, ensuring fairness among users and an enhanced mobile experience, especially for those users at the cell edge. LTE Advanced also introduces multicarrier to leverage ultra wide bandwidths up to 100 MHz, supporting very high data rates.
Next generation tech trend for global critical communication standardYi-Hsueh Tsai
Today commercial cellular networks and dedicated public safety systems are two separate technology families for providing terrestrial wide-area wireless communications. With NPSTC, TCCA and ETSI Technical Committee TETRA supporting LTE there is now a clear global consensus that it will be the global standard for next generation broadband public safety networks. In order to provide the best service to both communities, they are establishing common technical standards offers advantages to both communities. Work underway in Release 12 of 3GPP LTE standards will enhance LTE to meet public safety application requirements. The public safety community gets access to the economic and technical advantages generated by the scale of commercial cellular networks, and the commercial cellular community gets the opportunity to address parts of the public safety market as well as gaining enhancements to their systems that have interesting applications to consumers and businesses. Developing the ecosystem also requires each country and user community to develop the right government policy, commercial environment and spectrum plan. Those plans and works are undertaken outside 3GPP’s technical standards area.
LTE Release 13 and SMARTER – Road Towards 5GYi-Hsueh Tsai
3GPP Overview
TSG Plenary Status
RAN workshop on 5G
SA1 5G SMARTER
Radio Interface Technology definition
Time Delay analysis
Four New Building Block Study Items for 5G
Enhanced Mobile Broadband
Massive Internet of Things
Critical Machine Communications (ultra-reliable and low latency)
Network operation (including Migration and Interworking)
Capabilities of Future IMT systems
Conclusions
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.
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
With both small-cell LTE and Wi-Fi networks available
as alternatives for deployment in unlicensed bands (notably
5 GHz), the investigation into their coexistence is a topic of
active interest, primarily driven by industry groups. 3GPP has
recently standardized LTE licensed assisted access (LTE-LAA)
that seeks to make LTE more co-existence friendly with Wi-Fi by
incorporating similar sensing and back-off features. Nonetheless,
the results presented by industry groups offer little consensus
on important issues like respective network parameter settings
that promote “fair access” as required by 3GPP. Answers to
such key system deployment aspects, in turn, require credible
analytical models, on which there has been a little progress
to date. Accordingly, in one of the first works of its kind,
we develop a new framework for estimating the throughput
of Wi-Fi and LTE-LAA in coexistence scenarios via suitable
modifications to the celebrated Bianchi model. The impact of
various network parameters such as energy detection threshold
on Wi-Fi and LTE-LAA coexistence is explored as a byproduct
and corroborated via a National Instrument experimental test
bed that validates the results for LTE-LAA access priority classes
1 and 3.
With both small-cell LTE and Wi-Fi networks available
as alternatives for deployment in unlicensed bands (notably
5 GHz), the investigation into their coexistence is a topic of
active interest, primarily driven by industry groups. 3GPP has
recently standardized LTE licensed assisted access (LTE-LAA)
that seeks to make LTE more co-existence friendly with Wi-Fi by
incorporating similar sensing and back-off features. Nonetheless,
the results presented by industry groups offer little consensus
on important issues like respective network parameter settings
that promote “fair access” as required by 3GPP. Answers to
such key system deployment aspects, in turn, require credible
analytical models, on which there has been a little progress
to date. Accordingly, in one of the first works of its kind,
we develop a new framework for estimating the throughput
of Wi-Fi and LTE-LAA in coexistence scenarios via suitable
modifications to the celebrated Bianchi model. The impact of
various network parameters such as energy detection threshold
on Wi-Fi and LTE-LAA coexistence is explored as a byproduct
and corroborated via a National Instrument experimental test
bed that validates the results for LTE-LAA access priority classes
1 and 3.
SRG WhitePaper: The prospect of LTE and Wi-Fi sharing unlicensed spectrumQualcomm Research
White Paper by Signals Research: The prospect of LTE and Wi-Fi sharing unlicensed spectrum. Learn more at www.qualcomm.com/invention/technologies/lte/unlicensed
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
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.
Cellular networks are overloaded by mobile data traffic because of fast growth of mobile broadband services and the widespread use of smart phones. Application of smartphone, laptops internet etc. are increasing day by day. All this is causing congestion problem. Data revenue problem is a major problem for the network operators. One of the solutions to alleviate this problem is the offloading of mobile data traffic from the cellular access technology to the Wi-Fi access network. Wi-Fi access point is widely deployed by customers or by the operators so can be easily used for offloading technique. This paper reviews the models and architecture of offloading in between LTE network and Wi-Fi access network. Limitations of using Wi-Fi as alternative access network is also discussed in this paper and brief of ANDSF is provided in the paper.
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
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
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
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
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.
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.
3. What is the unlicensed spectrum?
3
Fig1: Ad-hoc Network Example.
Source: peterpaulengelen.com
• Frequency bands at 5 GHz
• Band: 5150-5250 MHz
Fig2: Available spectrums
Source: Huawei
4. What is LTE and LTE-U?
4
• Long-Term-Evolution (LTE) is a 4G
technology.
• LTE-U (LTE in unlicensed spectrum) is
proposed to be used by providers with no
licensing and high data rates
5. What is LTE and LTE-U?
5
Fig3: LTE architecture. Sources: Google Images
6. What is LTE and LTE-U?
6
Fig3: LTE architecture. Sources: Google Images
LTE Wi-Fi
UE
User Equipment
Mobile Station
eNodeB
(evolved Node B)
Access Point
EPC
(Evolved Packet Core)
Router/Gateway
8. LTE MAC Vs. Wi-Fi MAC
8
LTE Wi-Fi
Collision
Avoidance
None
“Assumes reserved and scheduled channel access”
CSMA/CA with RTS/CTS
“Listen-before-speak”
Channel Access Centralized LTE scheduler that coordinates
uplink/downlink and continuously transmit
Distributed Coordination Function
(DCF), contention based
Channel Usage Continuous channel usage; Frames are contiguous
(even when no data to send)
Channel is occupied only when data
packets need to be transmitted
Maximum quiet
period
3ms DIFS + CWmax
Coverage Range 2KM ~ 100m – 1 KM
UE can connect
to multiple APs
Yes No
10. What are LTE-U alternatives?
10
Fig5: LTE-U WiFi Coexistence. Source: Babaei, 2014
11. Background
• Companies (Intel, Huwaei & Qualcomm) have done
studies about implementing LTE-U into their
infrastructure
– Their simulation models are not published
• People have studied LTE-WiFi coexistence in a
mathematical probabilistic model
– Probability of WiFi backoff delay < LTE-U periods
• Other schools have studied LTE-WiFi individually, but
not together
• We need to study their coexistence and interference to
address their problems. Literature is scarce.
11
12. Coexistence Problems
• Broadly divide into following problems:
– Medium Access Fairness
– LTE/Wi-Fi hidden terminal problem
– Transmission Power (Channel sensing
problem)
– LTE can affiliate with more than one AP/eNb
12
13. Coexisting (1/4)
Medium Access Fairness
13
• WiFi 802.11 uses CSMA/CA at DCF-MAC
– “listen before speak” using RTS/CTS
• Devices wait DIFS before transmitting RTS or DATA.
Adopts back-off delay mechanism
• LTE is a continuously transmitting protocol
– Periodically send control and reference signals, even when
no data to transmit
– This period can be smaller than DIFS or backoff delay
• In China and Europe, a quiet period or “listen before
speak” mechanism is mandatory for operation in 5GHz.
In North America there is no such regulation.
15. Coexistence (3/4)
Transmission Power constraints
• The US FCC rules that unlicensed devices
operating in licensed bands must be lower
than 1W [17]. Unfortunately, with respect to
unlicensed spectrum operation in 2.4GHz
and 5GHz bands, there is no similar
requirement.
• This means that LTE or other devices
operating in unlicensed spectrum could jam
channels for wider ranges and mute Wi-Fi.
15
16. Coexistence (4/4)
Multiple Affiliation
• LTE can affiliate with multiple eNodeB at the
same time. As a user moves between ranges,
handover between base stations occur.
• This handover affects LTE 6 throughput in case
of employing a coexistence mechanism such as
CSMA/CA [15] - since the LTE-U AP cannot
occupy the unlicensed band right after handover
due to the Listen-before-talk (LBT) mechanism
16
18. MAC Protocols (1/4) Quiet Period Analysis
Babaei, 2014
18
Paper by Babaei, 2015 mathematically modeled how LTE would
behave if quiet period was added to it. They calculated the
probability of Wi-Fi’s back-off delay is less than LTE-U quiet period
Pure statistical approach. Eliminates PHY layer effects, and hidden/exposed
terminal problems.
19. MAC Protocols (1/4) Quiet Period Analysis
Babaei, 2014
19Fig6: Wi-Fi Channel Access Vs. LTE quiet period. Source: Babei, 2014
20. MAC Protocols (2/4) LTE LBT
Bhorkar, 2015
20
Paper by Intel, Bhorkar, 2015 suggested a MAC scheme of “listen
before speak” (LBT) added to LTE in supplemental downlink (SDL)
mode
Adds collision avoidance algorithms to LTE-U
21. MAC Protocols (2/4) LTE LBT
Bhorkar, 2015
21Fig7: cdf of WiFi throughput; 60% of users have 0 throughput. Source: Bhorkar, 2015
22. MAC Protocols (2/4) LTE LBT
Bhorkar, 2015
22Fig8: cdf of LTE throughput; degrades due to WiFi. Source: Bhorkar, 2015
23. MAC Protocols (2/4) LTE LBT
Bhorkar, 2015
23
Other forms of LBT:
– Synchronous LBT
– Adaptive LBT (alternates between channels)
24. MAC Protocols (3/4) LTE-WiFi TDD
Cano, 2015
24
Paper by Cano, 2015 suggested to divide Transmission burst times, T
over the n Wi-Fi nodes and N LTE nodes. Each node gets tj
Means that the Base stations must know “n” and “N” number of nodes of Wifi &
LTE
This is challenging if not nodes can overhear each other, and is left to future
work
25. MAC Protocols (3/4) LTE-WiFi TDD
Cano, 2015
25Fig7: ThroughputanalysisusingfairallocationproposedbyCano,2015
26. MAC Protocols (4/4) LTE ON/OFF
Cano, 2015
26Fig7: ThroughputanalysisusingfairallocationproposedbyCano,2015
29. Discussion/Future Work
• Adding LBT to LTE basically makes LTE, Wi-Fi?
Takes away LTE advantage?
• Future physical modeling of coexistence to account
for hidden terminal problems, Taylor series
emissions
• Simulate all proposed mechanisms in same test-
bed or model with same large number of nodes and
parameters to evaluate which is better
29
30. Conclusion
• Studying coexistence of LTE-U and Wi-Fi 802.11n in
unlicensed spectrum of 5GHz
• Unlicensed spectrum offers for exploitation
• LTE is continuously transmitting and thus degrades
WiFi throughput by 70%. Its throughput is only
degraded by 4%
• Coexistence mechanisms divide broadly into MAC
protocols for LTE and a modified 802.11-LTE protocol
fusion stack
• Literature is scarce (2014-2015) and better mechanisms
analysis might be needed
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31. References
• [1] Alireza Babaei, Jennifer Andreoli-Fang, Belal Hamzeh, “On the impact of LTE-U on Wi-Fi performance” IEEE, 2014
• [2] Huawei white-paper “U-LTE: Unlicensed Spectrum Utilization of LTE”, [online]
www.huawei.com/ilink/en/download/HW_327803
• [3] Qualcomm Research white-paper “LTE in Unlicensed Spectrum” June 2014, [online]
https://www.qualcomm.com/media/documents/files/lte-unlicensed-coexistence-whitepaper.pdf [4] Abhijeet Bhorkar,
Christian Ibars, Apostolos Papathanassiou, Pinping Zong, “Medium Access Design for LTE in Unlicensed Band”, Intel
Corporation (2015)
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www.sfu.ca/~ckc29/ENSC427SP14G1/ENSC427_F.pdf
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www.ensc.sfu.ca/~ljilja/ENSC427/.../ENSC427_team6_report.pdf
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http://www.cse.unt.edu/~rdantu/FALL_2013_WIRELESS_NETWORKS/LTE_Alcatel_White_Paper.pdf
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IEEE, 2015
• [11] Abhijeet Bhorkar, Christian Ibars, Apostolos Papathanassiou, Pingping Zong “Medium Access Design for LTE in Unlicensed Band ” IEEE, 2015
31
32. References
• [12] Qualcomm report, “LTE-U/Wi-Fi Coexistence,” available at
https://www.qualcomm.com/invention/research/projects/lteunlicensed/lte-u-wi-ficoexistence , Nov. 2014
• [13] Qualcomm report, “R10-based LTE-U”, available at https://www.qualcomm.com/invention/research/projects/lte-unlicensed/r10-
based-lte-u , Nov. 2014
• [14] Suna Choi, Seungkeun Park, “Co-existence analysis of duty cycle method with Wi-Fi in unlicensed bands” IEEE 2015
• [15] Jaewook Lee, Haneul Ko, Sangheon Pack, “Performance Evaluation of LTE-Unlicensed in Handover Scenarios” IEEE 2015
• [16] Anwer Al-Dulaimi, Saba Al-Rubaye, Qiang Ni, Elvino Sousa, “Pursuit of More Capacity Triggers LTE in Unlicensed Band” IEEE 2015
• [17] Federal Communications Commission, “Order and Second Memorandum Opinion and Order,” Jun. 2014.
• [18] Hao Song, Xuming Fang, “A Spectrum Etiquette Protocol and Interference Coordination for LTE in Unlicensed Band (LTE-U)” IEEE
2015
• [19] Fuad M Abinader, Jr., Erika P. L. Almeida, Fabiano S. Chaves, Andre’ M. Cavalcante, Robson D. Vieira, Rafael C. D. Paiva, Angilberto
M. Sobrinho, Sayantan Choudhury, Esa 15 Tuomaala, Klaus Doppler, Vicente A. Sousa, Jr. “Enabling the Coexistence of LTE and Wi-Fi in
Unlicensed Bands” IEEE 2014
• [20] Yang Xu, Rui Yin, Qimei Chen, Guanding Yu, “Joint Licensed and Unlicensed Spectrum Allocation for Unlicensed LTE” IEEE 2015
• [21] Abhijeet Bhorkar, Christian Ibars, Pingping Zong, “On the Throughput Analysis of LTE and WiFi in Unlicensed Band” IEEE 2014
• [22] Cisco White Paper, “Cisco Visual Networking Index: Global Mobile Data Traffic Forecast Update, 2011–2016,” 2012.
• [23] O. Aboul-Magd, IEEE 802.11 HEW SG Proposed Project Authorization Request (PAR), IEEE 802 WG Std. IEEE 802.11-14/0165r1;
https://mentor.ieee.org/802.11/dcn/14/11- 14-0165-01-0hew-802-11-hew-sg-proposedpar.docx
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