the meraka indoor wireless mesh test bed a new multi hop routing benchmarking tool david johnson...

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The Meraka Indoor wireless mesh test The Meraka Indoor wireless mesh test bed bed A new multi hop routing benchmarking tool A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

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Page 1: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

The Meraka Indoor wireless mesh test bedThe Meraka Indoor wireless mesh test bedA new multi hop routing benchmarking toolA new multi hop routing benchmarking tool

David Johnson

Senior Researcher

Wireless Africa Programme

Meraka

CSIR

Page 2: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

450 million rural people in Africa areisolated from the rest of the world

Page 3: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR
Page 4: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Connect them all by 2017

Page 5: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Sound crazy?

Page 6: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

How do these sound?

Page 7: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

7 trillion wireless devices serving 7 billion people by 2017 …Wireless World Research Forum

Page 8: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Affordable mobile communications for half the world's population by 2015 …Nokia

Page 9: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Half the world have Internet access by 2015 …AMD 50x15

Page 10: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Creates cognitive dissonance

Page 11: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Here’s how it could be done

Page 12: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR
Page 13: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Turn the “first mile” into an open bazaar of community networks

Page 14: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

As easy to setup as a TV

Page 15: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Telcos just provide backhaul

Page 16: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Income stays in the communities

Page 17: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Modernized without being urbanized

Page 18: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Ubuntu = community networks = mesh networks

Page 19: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

• Plenty of research problems to address– Routing protocols and routing metrics– Gateway selection for multiple gateways– Power efficiency– Auto channel allocation– Distributed services– Multimedia over mesh– Clustering optimization– Smart antennas for mesh– Business models for village entrepreneurs– Security over mesh– Vulnerability of first time exposure to the internet– Building technical skills in developing regions– Logistics

Page 20: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR
Page 21: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Why build a test bed?

Page 22: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Mathematical models good enough for rules of thumb but no tractable solution for a real network

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Page 23: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Simulation models good for early protocol development and testing but still far from reality

Page 24: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Real outdoor wireless = reality but difficult to build and manage

Page 25: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Indoor test beds provide controlled environment and expose theoretical simplifications

Page 26: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Construction of the meraka wireless grid

Page 27: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Construction of the meraka wireless grid

Page 28: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Construction of the meraka wireless grid

Page 29: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Construction of the meraka wireless grid

Page 30: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Construction of the meraka wireless grid

Page 31: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Challenges when building experiments

Page 32: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Challenges when building experiments

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Page 33: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Challenges when building experiments

• Which combination of mode/rate/txpower to use• Experiments are time consuming ... 52 hours to test 4

routing protocols using all combinations of 49 nodes in the grid with 20 second test time

Page 34: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Electromagnetic modelling of the grid

Done with WIPL-D modelling software

Page 35: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Electromagnetic modelling of the grid

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distance between nodes, m

meas: 11bDS1Mbps-5ch8model: ant1_box_7x7model: wire_model_7x7

Page 36: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Results – 49 node multi hop chain

Page 37: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Results – 49 node multi hop chain

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Page 38: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Results – 49 node multi hop chain

• After 4 hops – Gupta best = 50%– Gupta worst = 42.47%– Gupta indoor measurements = 9.74%– Meraka lab = 25.7%

Page 39: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Choosing routing protocols to benchmark

Page 40: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Results – hop count distribution

Page 41: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Results –Routing traffic overhead

Page 42: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Results –Routing traffic overhead

Page 43: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Results – throughput, packet loss, delayString of 7 nodes

Forward HOP count Route changes Packet loss Delay Delay(stddev) TP No link

AODV 1.33 0.43 11.19 37.24 116.64 2723.36 1DYMO 1.52 0 9.52 3.65 2.37 2907.67 0OLSR_ETX 1.43 0.1 8.57 27.56 101.91 2730.69 0OLSR_RFC 1.67 0.76 2.14 5.35 5.35 2923.64 0

Page 44: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Results – throughput, packet loss, delayFull 7x7 grid

Forward HOP count Route changes Packet loss Delay Delay(stddev) TP No link

AODV 1.36 0.53 71.22 117.87 317.35 773.33 1425DYMO 2.2 0.11 32.81 64.72 150.2 1165.66 413OLSR_ETX 1.84 0.25 24.05 68.84 247.78 1187.57 453OLSR_RFC 2.28 2.34 22.22 67.44 132.49 1330.05 381

Page 45: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Comparison of throughput to baseline

Page 46: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Conclusions

• Proved that multi hop wireless networks possible on scaled test beds (up to 5 hops were achieved in a space of 7Mx7M)

• Complexity in the grid is high and produces a worst case scenario for routing algorithms.

• The AODV protocol showed the weakest performance but had the lowest routing overhead.

• DYMO showed good results for its low routing overhead with the least amount of delay for the full 7x7

• The RFC version of OLSR had the best overall performance the full 7x7 grid.

• OLSR with the ETX extension performed better in medium size networks of about 21 nodes.

Page 47: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

Future improvements to the mesh lab

• Compare results to NS2 simulations

• Add a lab sandbox• Add a lab scheduler to make it

simple for multiple interested parties to run experiments

• Build a measurement framework to simplify setting up experiments

• Test virtual mobility and install a roaming robot

• Experiment with parameters beyond the RFC values for routing protocols

• Add support for power measurements

• Add support for control of smart antennas

Page 48: The Meraka Indoor wireless mesh test bed A new multi hop routing benchmarking tool David Johnson Senior Researcher Wireless Africa Programme Meraka CSIR

For further information

http://wirelessafrica.meraka.org.za