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ITU Kaleidoscope 2016 ICTs for a Sustainable World WiFi Networks on Drones Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) [email protected] Bangkok, Thailand 14-16 November 2016

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Page 1: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

ITU Kaleidoscope 2016ICTs for a Sustainable World

WiFi Networks on Drones

Ramon Sanchez-Iborra

Universidad Politécnica de Cartagena (Spain)

Universidad Técnica Federico Santa María (Santiago, Chile)

[email protected], Thailand

14-16 November 2016

Page 2: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

co

nte

nts

1. Introduction

2. Aerial networks

3. Test-bench

4. Results

5. Conclusion

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Page 3: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

1 Introduction

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Page 4: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

4

Introduction

1.1. Motivation

• Internet of Things development

• Huge number of connected devices

• Support or back-up infrastructures to provide constant connectivity

Page 5: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

Introduction

1.2. Aims and development stages

Aims:

• Main objective: aerial WiFi network deployment (802.11n)

• Sustainable and cheap components:

Intel Galileo development board + UAV (drone)

Development stages:

• Theoretical coverage study

• Communication capabilities evaluation

• Energy efficiency

• Real deployment

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Page 6: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

2 Aerial Networks

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Page 7: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

Aerial Networks

2.1. UAV - FANETS

UAV (Unmanned Aerial Vehicle):

• Multiple purposes during last times: surveillance tasks, traffic control,

catastrophic event monitoring, etc.

• Telecommunication field: deployment of aerial networks to increase/improve

the connectivity capabilities of current networks or deployment of temporary

ones (highly-crowded events, tactical networks…)

FANETs (Flying Ad-hoc NETworks):

• WiFi, most extended network-access technology

• Different 802.11 functioning modes: infrastructure (Access Point) vs. ad-hoc

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Page 8: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

Aerial Networks

2.1. UAV - FANETS

FANETS:

• Infrastructure mode: conventional WiFi routers

• Ad-hoc mode: mesh-networks, sensors, Mobile Ad-hoc NETworks

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Page 9: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Aerial Networks

2.1. UAV - FANETS

FANETS:

Features:

• Great mobility among network nodes (2D and 3D)

• Extremely changing topology

• Highly effective routing protocols

• Efficient algorithms for saving energy

Page 10: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

3 Test-benches

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Page 11: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

Test-benches

3.1. Equipment

Intel Galileo:

• Focused on IoT application

development

• Different connectivity possibilities

and low power consumption

Idea-Fly IFLY-4S:

• Great performance and efficiency

• Up to 15 min. flying

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Page 12: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

Test-benches

3.2. Test-bench

Throughput and signal level:

• ‘Iperf3’ tool

• Linux ‘iw’ command and

spectrum analyzer

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Page 13: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

Test-benches

3.2. Test-bench

Power consumption:

• Demanded current by the board

• 30 s CBR transmissions at different rates

• Intel Galileo performing as: router (infrastructure mode) and intermediate

hop (ad-hoc mode)

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Page 14: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

4 Results

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Page 15: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

Results

4.1. Throughput (lab conditions)

Operational mode Packet size (Bytes) Max. Throughput (Mbps)

AP512 10.5

1024 11

Ad-hoc512 4.5

1024 7.5

• Galileo board acting as an intermediate node

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Page 16: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

Results

4.2. Energy consumption (lab conditions)

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

(a) Infrastructure mode. Packet size: 512 B. (b) Ad-hoc mode. Packet size: 512 B.

(c) Infrastructure mode. Packet size: 1024 B. (d) Ad-hoc mode. Packet size: 1024 B.

Current consumption (mA) for both modes of operation and different CBR rates

IdleIdle Transmisión

Page 17: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

Results

4.3. Coverage range (real experiment)

Signal level (dBm) for both modes of operation at a drone height of 10 m (a and b) and 20 m (c and d)

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

(a) Infrastructure mode (10 m) (b) Ad-hoc mode (10 m)

(c) Infrastructure mode (20 m) (d) Ad-hoc mode (20 m)

Page 18: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

Results

4.4. Throughput (real experiment)

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Average throughput (MBps) for both modes of operation at a drone height of 10 m (a and b) and 20 m (c and d)

(a) Infrastructure mode (10 m) (b) Ad-hoc mode (10 m)

(c) Infrastructure mode (20 m) (d) Ad-hoc mode (20 m)

Page 19: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

Results

4.5. Impact of antenna configuration

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Radiation patterns for different antenna configuration

Page 20: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

5 Conclusion

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Page 21: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

Conclusion

5.1. Conclusion and future work

• Trade-off between infrastructure (AP) and ad-hoc modes:

- AP provides greater signal level and throughput

- Ad-hoc provides better energy efficiency

• Real experiments are severely impacted by enviromental conditions,

drone unstability and antenna configuration: additional tests are required

• Future work: multiple nodes (FANETS). Mixed configurations: AP mode

for users’ connectivity and ad-hoc for routing traffic, considering the

newest versions of the WiFi standard (e.g., 802.11ac)

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand

Page 22: WiFi Networks on Drones - ITU · PDF fileWiFi Networks on Drones ... the connectivity capabilities of current networks or deployment of temporary ... Conclusion 5.1. Conclusion and

THANKS FOR YOUR

ATTENTION

WiFi Networks on Drones Antonio Guillen-Perez

Ramon Sanchez-Iborra

Maria-Dolores Cano

Juan Carlos Sanchez-Aarnoutse

Joan Garcia-Haro

The 8th ITU Kaleidoscope Academic Conference: ICTs for a Sustainable World

14 - 16 November, Bangkok, Thailand