cognitive networks 5g and beyond - docbox.etsi.org
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dd.mm.2019
Cognitive Networks 5G and Beyond
Mostafa Essa ETSI Summit on Artificial IntelligencePresented by: For:
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Outline
4 April 20192
5G towards Connected Machines IoT
IoT Challenges and Solutions
AI and ICT Story
Radio Access Drones
Cognitive Het‐Nets
New Vulnerabilities
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5G towards Connected Machines IoT
Source: Ericsson Mobility Report, June 2017
70% of wide‐area IOT devices will use cellular technology in 2022
Capacity
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IoT
Reduced complexity (Low cost devices)
Improved power efficiency
(Energy efficient system)
Support of massive number of low throughput
devices (Scalability)
Improved indoor coverage
(Ubiquitous coverage)
IoT Challenges
Capacity
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© ETSI 2019 54 April 20195
Future Challenges
mm Waves
Small Cells
Limited coverage per cell
IoT Challenges and Solutions
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© ETSI 2019
Artificial Intelligence is the Answer
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Earlier
• Physical Infrastructure
Present
•Automation and Virtualization
Forthcoming
• Intelligence Empowering
Mobile Networks Evolution milestones
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Intelligence Evolution Story
E2E Network Resources
management
SDN and NFVCore Network management
Radio Access SON
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Cooperative RAN and Front Haul Drone Concept
A.I. controls fleet of RAN dronesand Front Haul drones
Central A.I. platform
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Intelligent Networks Co. Mobile Broadband and Backhaul Concept
Cellular
RAN Drone
Central A.I. platform
Cellular
Cellular
Zone A
Zone B
AI triggered an resources management action
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Vodafone Dronesmilestones
4 April 201911
IOT Solution
Future proof for RAN drones
Manned to AI controlled drones
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Extra Opportunity
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Cognitive Heterogeneous Networks
Cellular WiMax
Bluetooth
Satellite RAN Drone
Central A.I. Platform
AI creates synergyBetween various wirelessnetworks
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New Vulnerabilities
4 April 201914
Ease Accessible Network Nodes
Hacked drones
Various Networks Backdoors
AI is the Answer again
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Q&A