Drones for Telecommunications

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1 April 6, 2017 Drones for Telecommunications How AT&T uses drones to support and enhance its network Art Pregler AT&T UAS Program Director 2017 AT&T Intellectual Property. All rights reserved. AT&T, Globe logo, Mobilizing Your World and DIRECTV are registered trademarks and service marks of AT&T Intellectual Property and/or AT&T affiliated companies. All other marks are the property of their respective owners.

2 Flying COW (Cell on Wings)

3 AT&T Flying COW (Cell on Wings) ( When COWs Fly )

4 Flying COWs (tethered drone with LTE radios) Advantages Rapid deployment, relocation, and recovery Highly transportable Greater payload without batteries Antenna height up to 100 meters Unlimited flight time Secure datalink Potential Uses (LTE or WiFi) Disaster response; temporary coverage Communications for first responders Coverage and capacity for special events Video/IoT Platform can simultaneously support video and IoT Video feeds are high value for disaster recovery 4

5 AT&T Flying COW Connectivity Overview Drone AT&T Core Network LTE Radio Point Solar Power VPN Router Customer Device Tether System Baseband Controller Portable Satellite Ground Station Satellite Ground Station AT&T Firewall

6 AT&T Flying COW Connectivity Overview Joint transmission and reception Single cell with no borders or handovers Radio Points Simplified macro coordination Coverage area increases with altitude. Centralized controller performs baseband scheduling for all Radio Points Each baseband controller can connect 32 radio points (i.e., 32 drones), 128 active users, and 512 devices. Two baseband controllers can be networked together, so two controllers = 64 drones, 256 active users, and 1,024 devices. Self-optimizing network. Very secure. Devices can move seamlessly between radio points. IP/Ethernet LAN and Cat5e AT&T Core Small lightweight LTE radio technology is evolving fast, and connectivity performance continues to rapidly increase.

7 Cell Virtualization for capacity without interference Controller dynamically creates virtual sectors to reuse spectrum 4-8X increase in capacity without interference Virtual sectors created on a per-millisecond, per-prb basis

8 Flying COWs Backhaul to Cloud Multiple Options Ethernet from venue Satellite Point-to-point microwave High altitude drone* AT&T AirGig* * Potential future options 8

9 In Development Flying COW - Helicopter Higher powered LTE radios 5 watts transmit power per radio Up to 4 radios per helicopter (20 watts) Improved antennas higher gain, optimum orientation Improved tether units and power systems Flying COW - Extreme Weather Tropical storm capable (heavy rain; 45-knot wind) Lighter radio equipment smaller UAV Easier deployment Smaller and lighter baseband unit for higher power radio heads (transportable BBU remains on ground) 9

10 Using Drones for Network Inspections

11 Using Drones for Network Inspections Standard Inspections 1. Full tower & compound survey 2. Pre- and post-construction mapping 3. Tower mapping for structural analysis 4. Bird nest activity survey 5. Cell site disaster survey 6. Microwave path analysis 7. Real-time video inspection 11

12 Using Drones for Network Inspections AT&T Live Mobile Video Solution Live 2-way video streaming Multiple live streams can be mixed into a single master stream Includes multi-feed/real-time video, GPS mapping, and other IoT metrics Less than 0.5 second-latency for live stream from Barcelona, Spain to Chicago, Illinois and back 0.5 seconds 12

13 Using Drones for Network Inspections Artificial Intelligence Vision (in collaboration with AT&T Labs) Inspection drones will automatically issue trouble tickets when they see quality defects in the network Inspection drones will automatically determine and upload network configuration data into systems Drones will incorporate closed loop control for autonomous 13 Ideas are what fuel the future actions, i.e., complete automation wherever action is required. Manual intervention will only be considered when automation is not able to perform the action. Methodology Machine Learning: drones will learn what we consider to be qualify defects by watching humans repeatedly identify defects in videos Facial Recognition: drones will recognize network equipment and identify anomalies Video Analytics: drones will extract intelligence from video and take action Benefit Automation will allow us to process in real time. Drones will analyze video while crews are still onsite and able to take corrective actions

14 Using Drones for Network Inspections Artificial Intelligence Current Status Leveraging AT&T intellectual property Twenty years of research in video analytics and machine learning Over 130 issued patents in video analytics technology Deep Neural Network based object recognition & search Building and training a Deep Neural Network Over 200 cell tower equipment elements defined across 21 categories Over 6,000 cell tower videos processed through the neural network Over one million cell tower photos processed through the neural network Results Neural network can rapidly digest long videos and automatically identify cell tower elements and types of equipment (e.g., antennas, connectors, grounding, radios, coax, etc.) without human interaction Next Steps 14 Train the neural network to automatically detect cell tower quality defects, installation errors, and physical anomalies without human interaction

15 Using Drones for Network Inspections Lidar Standard Deliverables 1. Precision measurements 2. Real-time video 3. HD photos 4. Lidar point clouds 5. Photogrammetry 6. 3D CAD models 7. Reports & analyses 3D CAD Photogrammetry 15

16 Using Drones for Network Inspections RF Inspections 1. RF interference hunting 2. Real-time troubleshooting 3. Drone-enabled RF drive testing 4. RF antenna pattern mapping Radiated power Emissions mask compliance 16 Antenna Analyzer

17 Using Drones for Network Inspections GEOLink Stadium/Venue RF Inspections AT&T Echo Mobile RSSI, Uplink, Downlink, Latency AT&T GEOLink RF coverage heat map Echo Mobile Current: 4.64 Avg: 7.19 Download (Mbps) Current: Avg: Upload (Mbps) Current: 91 Avg: 82 Latency (ms) (lower = better)

18 Using Drones for Network Inspections Additional Inspections (in development) 1. In-building cable runs 2. Drone-enabled RFID scanning 3. Drone-enabled structural x-rays 4. Drone-enabled tower maintenance RFID Scanning Tower Maintenance (future concept) Duct/Shaft/Crawl Space Inspections

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I E E E 5 G W O R L D F O R U M 5 G I N N O V A T I O N S & C H A L L E N G E S

I E E E 5 G W O R L D F O R U M 5 G I N N O V A T I O N S & C H A L L E N G E S I E E E 5 G W O R L D F O R U M 5 G I N N O V A T I O N S & C H A L L E N G E S David Lu Vice President, ECOMP Platform & Systems Development AT&T 2018 AT&T Intellectual Property. All Rights Reserved.

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