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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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WiFi Networks on Drones - ITU...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) [email protected]

Jul 16, 2020

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Page 1: WiFi Networks on Drones - ITU...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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/coordination protocols

• Efficient algorithms for saving energy

Page 10: WiFi Networks on Drones - ITU...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

Test-benches

3.2. Test-bench

Power consumption:

• Demanded current by the board

• 30 s CBR transmissions at different rates

• Intel Galileo acting 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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

Results

4.1. Throughput (lab conditions)

Modo de operación Tamaño de paquete (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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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’s 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...Ramon Sanchez-Iborra Universidad Politécnica de Cartagena (Spain) Universidad Técnica Federico Santa María (Santiago, Chile) ramon.sanchez@upct.es

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