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Institut Mines-Télécom
P805 – Energy consumption study
of a Wireless Sensor Network
Cristina LUCACI
Federico SISMONDI
Wi6LABS :
Ludovic CHARPENTIER
Julien SAINT-MARTIN
Tutors :
Géraldine TEXIER
Tanguy KERDONCUFF
Institut Mines-Télécom
Agenda
 WSN application
 Introduction to 6TiSCH architecture and OpenWSN project
 Measuring methodology
 Tests: presentation, measurements and analysis
 Conclusion
18/03/2015 Consumption study - 6tisch architecture2
Institut Mines-Télécom
WSN example
18/03/2015 P805 - Energy consumption study of a WSN3
Source: http://www.cs.iit.edu/~winet/images/projects/greenObs-logo.jpg
Source http://www.libelium.com/wireless_sensor_networks_to_detec_forest_fires/
Institut Mines-Télécom
WSN application
18/03/2015 P805 - Energy consumption study of a WSN4
Temp
Sensor
Temp
Sensor
S S
S
Lumin.
Sensor
Heating
Automated
blind
Root
Automated
blind
Automated
blind
Lumin.
Sensor
SS
SS SS
Institut Mines-Télécom
Lower layers problems in WSN
5 18/03/2015 P805 - Energy consumption study of a WSN
Source: IETF 6TiSCH, a New Standardization Effort to Combine IPv6 Connectivity with Industrial Performance, Xavier Vilajosana, UC Berkeley
Limiting factors:
 Interference in the wireless medium
 Half-duplex transceivers on the sensor
nodes
Institut Mines-Télécom
IEEE 802.15.4e TSCH
Time Slotted Channel Hopping
6 18/03/2015 P805 - Energy consumption study of a WSN
Source: IETF 6TiSCH, a New Standardization Effort to Combine IPv6 Connectivity with Industrial Performance, Xavier Vilajosana, UC Berkeley
Channel hopping mitigates:
 Multipath fading
 External interference
Institut Mines-Télécom
6 TiSCH architecture
18/03/2015 P805 - Energy consumption study of a WSN7
Source 2: T.Watteyne, X.Vilajosana : OpenWSN: A standards-Based Low-Power Wireless Devepment Environment
Source1: IETF 6TiSCH, a New Standardization Effort to Combine IPv6 Connectivity with Industrial Performance
Xavier Vilajosana, UC Berkeley
Institut Mines-Télécom
OpenWSN and hardware used
 Open source project developed by University of Berkeley
 Provides the full stack for the 6TiSCH architecture
 Provides the following tools :
• Firmware for the mote TelosB
• A web interface for monitoring and interacting with the network
 Hardware: Motes TelosB
• Low-power MCU
• Energy capacity around 2500 mAh
8 18/03/2015 P805 - Energy consumption study of a WSN
Institut Mines-Télécom9 18/03/2015 P805 - Energy consumption study of a WSN
Which tasks and which mechanisms implemented are
the most expensive in terms of energy consumption.
Which parameters of the communications stack will
affect the energy consumption.
Implementation of TESTs: Allows us to test the
framework OPENWSN and 6TiSCH mechanisms
Determine how the 6tisch architecture performs
energy-wise in OPENWSN implementation
Objectives of Project
Institut Mines-Télécom
Measuring methodology
10 18/03/2015 P805 - Energy consumption study of a WSN
Radio ON Radio OFF
MCU
On Tradio (TRx+TTx) TMCU
MCU
Idle
n/a Tsleep
Institut Mines-Télécom
Measuring methodology
11 18/03/2015 P805 - Energy consumption study of a WSN
Institut Mines-Télécom
Tests
12 18/03/2015 Consumption study - 6tisch architecture
• Default OpenWSN implementation
• Purpose:
• Validate the measurement methodology
• Familiarize with the OpenWSN implementation
• Obtaining an approximate energy consumption
Test 1
• Default OpenWSN implementation + UDP traffic
• Purpose
• Defining an UDP application to have data messages on the network
Test 2
• Tree topology +Specific schedule + UDP application
• Purpose:
• Forcing a specific topology
• Implementing an optimal schedule
Test 3
• Tree topology +Specific schedule + UDP application
• Purpose:
• Implementing a realistic scenario
• Schedule generated with optimizing communication paths tool
• Obtaining a new estimation of the energy consumption
Test 4
Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN13
Test
1
Topology
Routing tree Traffic Specifications
• No data messages
• Only RPL messages
• Communications over one
frequency
Schedule
• 11 slots in the frameslot
• 15 ms each slot
• 1 advertisment slot
• 5 shared slots
Measurement Observations
• Battery life of the acquisition
mote < 1 month
Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN14
Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN15
Traffic Specifications
•No data messages
•Only RPL messages
•Communications over one frequency
Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN16
Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN17
Test
1
Topology
Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN18
Test
4
Topology
Routing tree Traffic Specifications
UDP Application
• Each mote sends an UDP packet
to the sink, each 10 s.
• Two frequency channels.
Schedule
Observations
Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN19
Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN20
Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN21
Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN22
Test
4
Topology
Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN23
Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN24
Institut Mines-Télécom
Time management
25 18/03/2015 P805 - Energy consumption study of a WSN
 State of the art.
 Theoretical study of consumption.
 Definition of tests.
 Modification of the code for
• Forcing topology:
─ Poisoning of neighbor tables
─ Forcing Rank of motes
• Hardcoding schedules in motes.
• Implementation of UDP applications.
• A lot of debugging time.
 Measurements.
 Analysis
 Problems faced:
• Study the whole implementation of OPENWSN firmware.
• Rolling release problems.
Total time: 280hs
Institut Mines-Télécom
Conclusion
26 18/03/2015 P805 - Energy consumption study of a WSN
 Project purpose: analyze 6TiSCH architecture energywise, based on OpenWSN’s
implementation.
 Radio activity: main consumer in our scenarios.
 Schedule implementation: significant impact on mote’s battery life.
 Schedule optimization:
• can be adjusted to long and sparsed frameslots
• mote will get to sleep more and have less radio activity.
 Schedule size: trade off between throughput, latency and power consumption.
 No PCE entity: need of managing slots manually, to optimize the schedule for each
application in particular.
Institut Mines-Télécom
Conclusion and future work
27 18/03/2015 P805 - Energy consumption study of a WSN
 In the following stages of this project we intended to experiment
more with the parameters
• Frameslot size
• Slot duration
• Structure of schedules
• Larger scale topology
• Different traffic load
 Guarantee life battery expectancy of one year (in the lower levels of
the RPL DODAG).
 Due to the lack of time, bugs and other problems encountered we
couldn’t achieve this last stage, but we are certain of its feasibility.
Institut Mines-Télécom
Thank you for your attention !
28 18/03/2015 P805 - Energy consumption study of a WSN
Institut Mines-Télécom29 18/03/2015 P805 - Energy consumption study of a WSN
The protocol stack
Source: T.Watteyne, X.Vilajosana : OpenWSN: A standards-Based Low-Power Wireless Devepment Environment
Institut Mines-Télécom
Star topology
18/03/2015 P805 - Energy consumption study of a WSN30
Institut Mines-Télécom
Mesh topology
31 18/03/2015 P805 - Energy consumption study of a WSN
Institut Mines-Télécom
First measurements
32 18/03/2015 P805 - Energy consumption study of a WSN
-Frame slot -FSM
-Radio on -Energy consumption
5ms
Institut Mines-Télécom
Theoretical consumption of the mote
33 18/03/2015 P805 - Energy consumption study of a WSN
Source: Datasheet: Mote iv Telos (Ultra low power IEEE 802.15.4 compliant wireless sensor module Revision B :
Humidity, Light, and Temperature sensors with USB)
Typical Operating Conditions nom max unit
Current Consumption: MCU on, Radio RX 21,8 23 mA
Current Consumption: MCU on, Radio TX 19,5 21 mA
Current Consumption: MCU on, Radio off 1800 2400 uA
Current Consumption: MCU idle, Radio off 54,5 1200 uA
Current Consumption: MCU standby 5,1 21 uA
Institut Mines-Télécom
The time chart of a simple Tx/Rx Scenario
34 18/03/2015 P805 - Energy consumption study of a WSN
Source: https://openwsn.atlassian.net/wiki/display/OW/IEEE802.15.4e

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Energy consumption study of a WSN using 6TiSCH architecture

  • 1. Institut Mines-Télécom P805 – Energy consumption study of a Wireless Sensor Network Cristina LUCACI Federico SISMONDI Wi6LABS : Ludovic CHARPENTIER Julien SAINT-MARTIN Tutors : Géraldine TEXIER Tanguy KERDONCUFF
  • 2. Institut Mines-Télécom Agenda  WSN application  Introduction to 6TiSCH architecture and OpenWSN project  Measuring methodology  Tests: presentation, measurements and analysis  Conclusion 18/03/2015 Consumption study - 6tisch architecture2
  • 3. Institut Mines-Télécom WSN example 18/03/2015 P805 - Energy consumption study of a WSN3 Source: http://www.cs.iit.edu/~winet/images/projects/greenObs-logo.jpg Source http://www.libelium.com/wireless_sensor_networks_to_detec_forest_fires/
  • 4. Institut Mines-Télécom WSN application 18/03/2015 P805 - Energy consumption study of a WSN4 Temp Sensor Temp Sensor S S S Lumin. Sensor Heating Automated blind Root Automated blind Automated blind Lumin. Sensor SS SS SS
  • 5. Institut Mines-Télécom Lower layers problems in WSN 5 18/03/2015 P805 - Energy consumption study of a WSN Source: IETF 6TiSCH, a New Standardization Effort to Combine IPv6 Connectivity with Industrial Performance, Xavier Vilajosana, UC Berkeley Limiting factors:  Interference in the wireless medium  Half-duplex transceivers on the sensor nodes
  • 6. Institut Mines-Télécom IEEE 802.15.4e TSCH Time Slotted Channel Hopping 6 18/03/2015 P805 - Energy consumption study of a WSN Source: IETF 6TiSCH, a New Standardization Effort to Combine IPv6 Connectivity with Industrial Performance, Xavier Vilajosana, UC Berkeley Channel hopping mitigates:  Multipath fading  External interference
  • 7. Institut Mines-Télécom 6 TiSCH architecture 18/03/2015 P805 - Energy consumption study of a WSN7 Source 2: T.Watteyne, X.Vilajosana : OpenWSN: A standards-Based Low-Power Wireless Devepment Environment Source1: IETF 6TiSCH, a New Standardization Effort to Combine IPv6 Connectivity with Industrial Performance Xavier Vilajosana, UC Berkeley
  • 8. Institut Mines-Télécom OpenWSN and hardware used  Open source project developed by University of Berkeley  Provides the full stack for the 6TiSCH architecture  Provides the following tools : • Firmware for the mote TelosB • A web interface for monitoring and interacting with the network  Hardware: Motes TelosB • Low-power MCU • Energy capacity around 2500 mAh 8 18/03/2015 P805 - Energy consumption study of a WSN
  • 9. Institut Mines-Télécom9 18/03/2015 P805 - Energy consumption study of a WSN Which tasks and which mechanisms implemented are the most expensive in terms of energy consumption. Which parameters of the communications stack will affect the energy consumption. Implementation of TESTs: Allows us to test the framework OPENWSN and 6TiSCH mechanisms Determine how the 6tisch architecture performs energy-wise in OPENWSN implementation Objectives of Project
  • 10. Institut Mines-Télécom Measuring methodology 10 18/03/2015 P805 - Energy consumption study of a WSN Radio ON Radio OFF MCU On Tradio (TRx+TTx) TMCU MCU Idle n/a Tsleep
  • 11. Institut Mines-Télécom Measuring methodology 11 18/03/2015 P805 - Energy consumption study of a WSN
  • 12. Institut Mines-Télécom Tests 12 18/03/2015 Consumption study - 6tisch architecture • Default OpenWSN implementation • Purpose: • Validate the measurement methodology • Familiarize with the OpenWSN implementation • Obtaining an approximate energy consumption Test 1 • Default OpenWSN implementation + UDP traffic • Purpose • Defining an UDP application to have data messages on the network Test 2 • Tree topology +Specific schedule + UDP application • Purpose: • Forcing a specific topology • Implementing an optimal schedule Test 3 • Tree topology +Specific schedule + UDP application • Purpose: • Implementing a realistic scenario • Schedule generated with optimizing communication paths tool • Obtaining a new estimation of the energy consumption Test 4
  • 13. Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN13 Test 1 Topology Routing tree Traffic Specifications • No data messages • Only RPL messages • Communications over one frequency Schedule • 11 slots in the frameslot • 15 ms each slot • 1 advertisment slot • 5 shared slots Measurement Observations • Battery life of the acquisition mote < 1 month
  • 14. Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN14
  • 15. Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN15 Traffic Specifications •No data messages •Only RPL messages •Communications over one frequency
  • 16. Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN16
  • 17. Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN17 Test 1 Topology
  • 18. Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN18 Test 4 Topology Routing tree Traffic Specifications UDP Application • Each mote sends an UDP packet to the sink, each 10 s. • Two frequency channels. Schedule Observations
  • 19. Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN19
  • 20. Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN20
  • 21. Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN21
  • 22. Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN22 Test 4 Topology
  • 23. Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN23
  • 24. Institut Mines-Télécom18/03/2015 P805 - Energy consumption study of a WSN24
  • 25. Institut Mines-Télécom Time management 25 18/03/2015 P805 - Energy consumption study of a WSN  State of the art.  Theoretical study of consumption.  Definition of tests.  Modification of the code for • Forcing topology: ─ Poisoning of neighbor tables ─ Forcing Rank of motes • Hardcoding schedules in motes. • Implementation of UDP applications. • A lot of debugging time.  Measurements.  Analysis  Problems faced: • Study the whole implementation of OPENWSN firmware. • Rolling release problems. Total time: 280hs
  • 26. Institut Mines-Télécom Conclusion 26 18/03/2015 P805 - Energy consumption study of a WSN  Project purpose: analyze 6TiSCH architecture energywise, based on OpenWSN’s implementation.  Radio activity: main consumer in our scenarios.  Schedule implementation: significant impact on mote’s battery life.  Schedule optimization: • can be adjusted to long and sparsed frameslots • mote will get to sleep more and have less radio activity.  Schedule size: trade off between throughput, latency and power consumption.  No PCE entity: need of managing slots manually, to optimize the schedule for each application in particular.
  • 27. Institut Mines-Télécom Conclusion and future work 27 18/03/2015 P805 - Energy consumption study of a WSN  In the following stages of this project we intended to experiment more with the parameters • Frameslot size • Slot duration • Structure of schedules • Larger scale topology • Different traffic load  Guarantee life battery expectancy of one year (in the lower levels of the RPL DODAG).  Due to the lack of time, bugs and other problems encountered we couldn’t achieve this last stage, but we are certain of its feasibility.
  • 28. Institut Mines-Télécom Thank you for your attention ! 28 18/03/2015 P805 - Energy consumption study of a WSN
  • 29. Institut Mines-Télécom29 18/03/2015 P805 - Energy consumption study of a WSN The protocol stack Source: T.Watteyne, X.Vilajosana : OpenWSN: A standards-Based Low-Power Wireless Devepment Environment
  • 30. Institut Mines-Télécom Star topology 18/03/2015 P805 - Energy consumption study of a WSN30
  • 31. Institut Mines-Télécom Mesh topology 31 18/03/2015 P805 - Energy consumption study of a WSN
  • 32. Institut Mines-Télécom First measurements 32 18/03/2015 P805 - Energy consumption study of a WSN -Frame slot -FSM -Radio on -Energy consumption 5ms
  • 33. Institut Mines-Télécom Theoretical consumption of the mote 33 18/03/2015 P805 - Energy consumption study of a WSN Source: Datasheet: Mote iv Telos (Ultra low power IEEE 802.15.4 compliant wireless sensor module Revision B : Humidity, Light, and Temperature sensors with USB) Typical Operating Conditions nom max unit Current Consumption: MCU on, Radio RX 21,8 23 mA Current Consumption: MCU on, Radio TX 19,5 21 mA Current Consumption: MCU on, Radio off 1800 2400 uA Current Consumption: MCU idle, Radio off 54,5 1200 uA Current Consumption: MCU standby 5,1 21 uA
  • 34. Institut Mines-Télécom The time chart of a simple Tx/Rx Scenario 34 18/03/2015 P805 - Energy consumption study of a WSN Source: https://openwsn.atlassian.net/wiki/display/OW/IEEE802.15.4e