Big Data through small messages with Sigfox
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Transcript of Big Data through small messages with Sigfox
Big data through small messagesIOT & BIG DATA MEET UP - 2016.04.21
About Sigfox
Sigfox is not selling chips
Sigfox is not building connected solutions
Sigfox has invented a radio protocol
Sigfox operates a global network
Core concepts
Energy efficiency
The Sigfox protocol has been designed to maximise energy
efficiency
Tx: ~20-35 mA during a few seconds (25mW ; 14dB)
Key factor: idle consumption (unconnected 99.x% of the time)
Idle consumption: a few µA
Out of the box
No configuration, no pairing, no signalisation
The network is serving the devices, not the other way round
A message is picked up by several base stations ; validation &
reduplication are handled by the network
Very Long Range
Best case scenario
+100km between transmitter & receiver (base station)
Real life
A few kms (city) to tens of kms (countryside), depending on
the topography
Outdoor & Indoor
Sigfox works well indoor
Of course, you need to consider signal attenuation (~20dB)
Two-way communication
Devices can receive updates sent from your application server
Each communication is instigated by the device
Security
Each message is signed with a key unique to the device
Messages can be encrypted or scrambled
No keys exchanged over the network, no handshake
Security is an ever ongoing effort
Radio properties
Great tolerance to interferors
Jamming resistant
Interception is hard: UNB & frequency diversity
Jammers
Interferors
Low cost of communication
Small subscription fees
Short SW development cycle
Low cost HW components
Small messages
Useful payload: 12 bytes
Up to 140 times each day
100 bits/s
Payload examples
GPS coordinates (lat x lng) : 6 bytes
Temperature: 2 bytes
State reporting : 1 byte
Heartbeat, update request : 0 byte
And … who needs full bytes when 5 bits are enough ?
Payload examples
A (int): 17568 —> 0100010010100000
B (0-32): 17 —> 010001
C (state): 3 —> 10
Frame: 01000100 10100000 01000110
Frame: 0x44 0xA0 0x46
AT$SF=44A046
More !
816b1954 | 10000001 01101011 00011001 01010100
10000001 01101011 00011001 01010100 Active mode (Temp)
10000001 01101011 00011001 01010100 Temp. MSB & LSB
10000001 01101011 00011001 01010100 Humidity x2
Temp : 0110011001 = 409 . (409-200) / 8 = 26.125°C
Humidity: 01010100 = 84. 84/2 = 42%
Big Data with 12 bytesSERIOUSLY ?
Small messages
… But a lot of them
Figures
7 million devices currently registered on the Sigfox network
2025 : estimates ranging from 25 to 50 billion IoT devices
Tools
Machine learning
Analytics
Data
Why ?
Network Operation & Predicted Maintenance
New services
Example
Monitoring payload size distribution over time
Current
Trend
We’re hiring
Looking for Senior Data Scientist to join our Paris team
Get in touch if interested :)
Thank you !
Nicolas Lesconnec
twitter: @nlesconnec
Q&A time :)