SlideShare a Scribd company logo
1 of 19
Energy Efficiency in Large Scale
Distributed Systems
Real-World Energy Measurements of a
Wireless Mesh Network
A. Jamakovic, D. Dimitrova, M. Anwander, T. Macicas,
T. Braun, J. Schwanbek, Th. Staub, B. Nyffenegger
Universität Bern, Switzerland
braun@iam.unibe.ch, cds.unibe.ch
Overview
> Introduction
— Environmental Monitoring Area
— Wireless Mesh Network Topology at Rhone Valley
— Environmental Monitoring Scenarios
> Solar-Powered Wireless Mesh Nodes
— Solar-Powered Wireless Mesh Node Hardware and Software
— Solar Energy Harvesting
> Energy Harvesting and Consumption Measurement Scenario
> Measurement Results
— Daily/Weekly Battery and Solar Panel Voltage Measurements
— Relationship of Battery and Solar Panel Voltage
— Battery Load and Mesh Node Consumption
— Solar Panel / Mesh Node Voltage and Battery / Mesh Node Current
> Conclusions and Outlook
EE-LSDS, Vienna, April 24, 2013
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
2
Environmental Monitoring Area
Sion
Sierre
Tseuzier
storage lake
Plaine Morte glacier
EE-LSDS, Vienna, April 24, 2013 3
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
Wireless Mesh Network Topology at
Rhone Valley
Sion
Sierre
EE-LSDS, Vienna, April 24, 2013 4
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
Environmental Monitoring Scenarios
EE-LSDS, Vienna, April 24, 2013
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
5
Solar-Powered Wireless Mesh Nodes
EE-LSDS, Vienna, April 24, 2013 6
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
Wireless Mesh Node Hardware and Software
> IP66 steel enclosure
> 1-2x Alix 3D2 system boards
> 1x Alix 6F2 system board
> 1-4x 801.11n mini PCI cards
> 1x 801.11g mini PCI card
> 1x UMTS mini PCI-Express
card
> I2C twin relay
> 2x2 MIMO, 25dBi,
dual polarization panel
antennas for 5.8 Ghz
> ADAM Linux running
Optimized Link State Routing
EE-LSDS, Vienna, April 24, 2013
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
7
Solar Energy Harvesting
> 90 Watt solar panels, voltage: 18.75 V
> Panels supply lead acid battery (78 Ah) and wireless mesh node
EE-LSDS, Vienna, April 24, 2013
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
8
Energy Harvesting and Consumption
Measurement Scenario
> Energy measurements by
charge controller
— in winter (nodes 3, 7)
— In summer (nodes 7, 8)
EE-LSDS, Vienna, April 24, 2013
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
9
Voltage Measurements During a Summer Day
EE-LSDS, Vienna, April 24, 2013
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
10
Voltage Measurements During a Winter Day
EE-LSDS, Vienna, April 24, 2013
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
11
Voltage Measurements During a Summer Week
EE-LSDS, Vienna, April 24, 2013
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
12
Relationship of Battery and
Solar Panel Voltage During Summer
EE-LSDS, Vienna, April 24, 2013
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
13
Relationship of Battery and
Solar Panel Voltage During Winter
EE-LSDS, Vienna, April 24, 2013
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
14
Battery Load and Mesh Node Consumption
During Summer
EE-LSDS, Vienna, April 24, 2013
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
15
Battery Load and Mesh Node Consumption
During Winter
EE-LSDS, Vienna, April 24, 2013
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
16
Solar Panel / Mesh Node Voltage and
Battery / Mesh Node Current
EE-LSDS, Vienna, April 24, 2013
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
17
Conclusions and Outlook
> Energy harvesting and consumption data in a
real wireless mesh deployment
> Results show good combination of battery and solar panel.
> Energy supply has been sufficient in our challenging
deployment.
> Certain nodes need more energy, data are valuable for solar
panel dimensioning
> Possible control of mesh node based on available energy and
weather prediction ?
EE-LSDS, Vienna, April 24, 2013
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
18
Thanks for your Attention
> More information
— cds.unibe.ch and a4-mesh.unibe.ch
— slideshare.net/torstenbraun
— braun@iam.unibe.ch
Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
EE-LSDS, Vienna, April 24, 2013 19

More Related Content

What's hot

Sierpinski carpet fractal monopole antenna for ultra-wideband applications
Sierpinski carpet fractal monopole antenna for ultra-wideband applications Sierpinski carpet fractal monopole antenna for ultra-wideband applications
Sierpinski carpet fractal monopole antenna for ultra-wideband applications IJECEIAES
 
Quantum computing and machine learning overview
Quantum computing and machine learning overviewQuantum computing and machine learning overview
Quantum computing and machine learning overviewColleen Farrelly
 
Energy-Efficient Compressive Data Gathering Utilizing Virtual Multi-Input Mul...
Energy-Efficient Compressive Data Gathering Utilizing Virtual Multi-Input Mul...Energy-Efficient Compressive Data Gathering Utilizing Virtual Multi-Input Mul...
Energy-Efficient Compressive Data Gathering Utilizing Virtual Multi-Input Mul...TELKOMNIKA JOURNAL
 
JOINT VIRTUAL MIMO AND DATA GATHERING FOR WIRELESS SENSOR NETWORKS
JOINT VIRTUAL MIMO AND DATA GATHERING FOR WIRELESS SENSOR NETWORKSJOINT VIRTUAL MIMO AND DATA GATHERING FOR WIRELESS SENSOR NETWORKS
JOINT VIRTUAL MIMO AND DATA GATHERING FOR WIRELESS SENSOR NETWORKSI3E Technologies
 
Corona based energy efficient clustering in wsn 2
Corona based energy efficient clustering in wsn 2Corona based energy efficient clustering in wsn 2
Corona based energy efficient clustering in wsn 2IAEME Publication
 
Design and implementation of grid based clustering in WSN using dynamic sink ...
Design and implementation of grid based clustering in WSN using dynamic sink ...Design and implementation of grid based clustering in WSN using dynamic sink ...
Design and implementation of grid based clustering in WSN using dynamic sink ...journalBEEI
 
Aperture Coupled Microstrip Antennas with High Isolation for MIMO Systems
Aperture Coupled Microstrip Antennas with High Isolation for MIMO SystemsAperture Coupled Microstrip Antennas with High Isolation for MIMO Systems
Aperture Coupled Microstrip Antennas with High Isolation for MIMO SystemsConferenceproceedings
 
Communication Cost Reduction by Data Aggregation: A Survey
Communication Cost Reduction by Data Aggregation: A SurveyCommunication Cost Reduction by Data Aggregation: A Survey
Communication Cost Reduction by Data Aggregation: A SurveyIJMTST Journal
 
Target Response Electrical usage Profile Clustering using Big Data
Target Response Electrical usage Profile Clustering using Big DataTarget Response Electrical usage Profile Clustering using Big Data
Target Response Electrical usage Profile Clustering using Big DataIRJET Journal
 
An Adaptive Cluster Based Routing Protocol for WSN
An Adaptive Cluster Based Routing Protocol for WSNAn Adaptive Cluster Based Routing Protocol for WSN
An Adaptive Cluster Based Routing Protocol for WSNEswar Publications
 
A Survey on Data Aggregation Cluster based Technique in Wireless Sensor Netwo...
A Survey on Data Aggregation Cluster based Technique in Wireless Sensor Netwo...A Survey on Data Aggregation Cluster based Technique in Wireless Sensor Netwo...
A Survey on Data Aggregation Cluster based Technique in Wireless Sensor Netwo...IRJET Journal
 
WSN nodes power consumption using multihop routing protocol for illegal cutti...
WSN nodes power consumption using multihop routing protocol for illegal cutti...WSN nodes power consumption using multihop routing protocol for illegal cutti...
WSN nodes power consumption using multihop routing protocol for illegal cutti...TELKOMNIKA JOURNAL
 
Engineering Cross-Layer Fault Tolerance in Many-Core Systems
Engineering Cross-Layer Fault Tolerance in Many-Core SystemsEngineering Cross-Layer Fault Tolerance in Many-Core Systems
Engineering Cross-Layer Fault Tolerance in Many-Core SystemsSERENEWorkshop
 
FinalPresentation_FINAL
FinalPresentation_FINALFinalPresentation_FINAL
FinalPresentation_FINALJames McKenna
 
Ieee vts talk
Ieee vts talkIeee vts talk
Ieee vts talkozzie73
 
Poster Version 4
Poster Version 4Poster Version 4
Poster Version 4Ahnaf Ahmed
 

What's hot (20)

Sierpinski carpet fractal monopole antenna for ultra-wideband applications
Sierpinski carpet fractal monopole antenna for ultra-wideband applications Sierpinski carpet fractal monopole antenna for ultra-wideband applications
Sierpinski carpet fractal monopole antenna for ultra-wideband applications
 
Quantum computing and machine learning overview
Quantum computing and machine learning overviewQuantum computing and machine learning overview
Quantum computing and machine learning overview
 
Energy-Efficient Compressive Data Gathering Utilizing Virtual Multi-Input Mul...
Energy-Efficient Compressive Data Gathering Utilizing Virtual Multi-Input Mul...Energy-Efficient Compressive Data Gathering Utilizing Virtual Multi-Input Mul...
Energy-Efficient Compressive Data Gathering Utilizing Virtual Multi-Input Mul...
 
JOINT VIRTUAL MIMO AND DATA GATHERING FOR WIRELESS SENSOR NETWORKS
JOINT VIRTUAL MIMO AND DATA GATHERING FOR WIRELESS SENSOR NETWORKSJOINT VIRTUAL MIMO AND DATA GATHERING FOR WIRELESS SENSOR NETWORKS
JOINT VIRTUAL MIMO AND DATA GATHERING FOR WIRELESS SENSOR NETWORKS
 
Green communication
Green communicationGreen communication
Green communication
 
Corona based energy efficient clustering in wsn 2
Corona based energy efficient clustering in wsn 2Corona based energy efficient clustering in wsn 2
Corona based energy efficient clustering in wsn 2
 
Design and implementation of grid based clustering in WSN using dynamic sink ...
Design and implementation of grid based clustering in WSN using dynamic sink ...Design and implementation of grid based clustering in WSN using dynamic sink ...
Design and implementation of grid based clustering in WSN using dynamic sink ...
 
Umts
UmtsUmts
Umts
 
Nirmal k. bose
Nirmal k. boseNirmal k. bose
Nirmal k. bose
 
Aperture Coupled Microstrip Antennas with High Isolation for MIMO Systems
Aperture Coupled Microstrip Antennas with High Isolation for MIMO SystemsAperture Coupled Microstrip Antennas with High Isolation for MIMO Systems
Aperture Coupled Microstrip Antennas with High Isolation for MIMO Systems
 
Communication Cost Reduction by Data Aggregation: A Survey
Communication Cost Reduction by Data Aggregation: A SurveyCommunication Cost Reduction by Data Aggregation: A Survey
Communication Cost Reduction by Data Aggregation: A Survey
 
Target Response Electrical usage Profile Clustering using Big Data
Target Response Electrical usage Profile Clustering using Big DataTarget Response Electrical usage Profile Clustering using Big Data
Target Response Electrical usage Profile Clustering using Big Data
 
An Adaptive Cluster Based Routing Protocol for WSN
An Adaptive Cluster Based Routing Protocol for WSNAn Adaptive Cluster Based Routing Protocol for WSN
An Adaptive Cluster Based Routing Protocol for WSN
 
CV - Vinh Pham
CV - Vinh PhamCV - Vinh Pham
CV - Vinh Pham
 
A Survey on Data Aggregation Cluster based Technique in Wireless Sensor Netwo...
A Survey on Data Aggregation Cluster based Technique in Wireless Sensor Netwo...A Survey on Data Aggregation Cluster based Technique in Wireless Sensor Netwo...
A Survey on Data Aggregation Cluster based Technique in Wireless Sensor Netwo...
 
WSN nodes power consumption using multihop routing protocol for illegal cutti...
WSN nodes power consumption using multihop routing protocol for illegal cutti...WSN nodes power consumption using multihop routing protocol for illegal cutti...
WSN nodes power consumption using multihop routing protocol for illegal cutti...
 
Engineering Cross-Layer Fault Tolerance in Many-Core Systems
Engineering Cross-Layer Fault Tolerance in Many-Core SystemsEngineering Cross-Layer Fault Tolerance in Many-Core Systems
Engineering Cross-Layer Fault Tolerance in Many-Core Systems
 
FinalPresentation_FINAL
FinalPresentation_FINALFinalPresentation_FINAL
FinalPresentation_FINAL
 
Ieee vts talk
Ieee vts talkIeee vts talk
Ieee vts talk
 
Poster Version 4
Poster Version 4Poster Version 4
Poster Version 4
 

Similar to Real-World Energy Measurements of a Wireless Mesh Network

Core Objective 1: Highlights from the Central Data Resource
Core Objective 1: Highlights from the Central Data ResourceCore Objective 1: Highlights from the Central Data Resource
Core Objective 1: Highlights from the Central Data ResourceAnubhav Jain
 
IEEE Presentation SDG&E
IEEE Presentation SDG&EIEEE Presentation SDG&E
IEEE Presentation SDG&EBert Taube
 
Sensor Networks – Introduction & Architectures by Mr.Darwin Nesakumar, AP/EC...
Sensor  Networks – Introduction & Architectures by Mr.Darwin Nesakumar, AP/EC...Sensor  Networks – Introduction & Architectures by Mr.Darwin Nesakumar, AP/EC...
Sensor Networks – Introduction & Architectures by Mr.Darwin Nesakumar, AP/EC...Darwin Nesakumar
 
Energy Consumption in chain based routing protocol in wireless sensor network
Energy Consumption in chain based routing protocol in wireless sensor networkEnergy Consumption in chain based routing protocol in wireless sensor network
Energy Consumption in chain based routing protocol in wireless sensor networkBADALKUMAR56
 
Precision based data aggregation to extend life of wsn
Precision based data aggregation to extend life of wsnPrecision based data aggregation to extend life of wsn
Precision based data aggregation to extend life of wsnGaurang Rathod
 
Monitoring of Transmission and Distribution Grids using PMUs
Monitoring of Transmission and Distribution Grids using PMUsMonitoring of Transmission and Distribution Grids using PMUs
Monitoring of Transmission and Distribution Grids using PMUsLuigi Vanfretti
 
Optimized design of an extreme low power datalogger for photovoltaic panels
Optimized design of an extreme low power datalogger for photovoltaic panels Optimized design of an extreme low power datalogger for photovoltaic panels
Optimized design of an extreme low power datalogger for photovoltaic panels IJECEIAES
 
IRJET- Review: Different Techniques for ARC Flash and Fault Analysis and Clas...
IRJET- Review: Different Techniques for ARC Flash and Fault Analysis and Clas...IRJET- Review: Different Techniques for ARC Flash and Fault Analysis and Clas...
IRJET- Review: Different Techniques for ARC Flash and Fault Analysis and Clas...IRJET Journal
 
Energy Efficient Wireless Internet Access
Energy Efficient Wireless Internet AccessEnergy Efficient Wireless Internet Access
Energy Efficient Wireless Internet AccessScienzainrete
 
Global grid of master events for waveform cross correlation: design and testing
Global grid of master events for waveform cross correlation: design and testingGlobal grid of master events for waveform cross correlation: design and testing
Global grid of master events for waveform cross correlation: design and testingIvan Kitov
 
International Refereed Journal of Engineering and Science (IRJES)
International Refereed Journal of Engineering and Science (IRJES) International Refereed Journal of Engineering and Science (IRJES)
International Refereed Journal of Engineering and Science (IRJES) irjes
 
Performance of waveform cross correlation using a global and regular grid of...
Performance of waveform cross correlation  using a global and regular grid of...Performance of waveform cross correlation  using a global and regular grid of...
Performance of waveform cross correlation using a global and regular grid of...Mikhail Rozhkov
 
Performance of waveform cross correlation using a global and regular grid of ...
Performance of waveform cross correlation using a global and regular grid of ...Performance of waveform cross correlation using a global and regular grid of ...
Performance of waveform cross correlation using a global and regular grid of ...Ivan Kitov
 
Synthetics vs. real waveforms from underground nuclear explosions as master t...
Synthetics vs. real waveforms from underground nuclear explosions as master t...Synthetics vs. real waveforms from underground nuclear explosions as master t...
Synthetics vs. real waveforms from underground nuclear explosions as master t...Ivan Kitov
 
Optimal Placement of Distributed Generation on Radial Distribution System for...
Optimal Placement of Distributed Generation on Radial Distribution System for...Optimal Placement of Distributed Generation on Radial Distribution System for...
Optimal Placement of Distributed Generation on Radial Distribution System for...IJMER
 
Solar Power Bank with Wireless Charging
Solar Power Bank with Wireless ChargingSolar Power Bank with Wireless Charging
Solar Power Bank with Wireless Chargingijtsrd
 
A study on modelling and simulation of photovoltaic cells
A study on modelling and simulation of photovoltaic cellsA study on modelling and simulation of photovoltaic cells
A study on modelling and simulation of photovoltaic cellseSAT Publishing House
 

Similar to Real-World Energy Measurements of a Wireless Mesh Network (20)

Core Objective 1: Highlights from the Central Data Resource
Core Objective 1: Highlights from the Central Data ResourceCore Objective 1: Highlights from the Central Data Resource
Core Objective 1: Highlights from the Central Data Resource
 
IEEE Presentation SDG&E
IEEE Presentation SDG&EIEEE Presentation SDG&E
IEEE Presentation SDG&E
 
Sensor Networks – Introduction & Architectures by Mr.Darwin Nesakumar, AP/EC...
Sensor  Networks – Introduction & Architectures by Mr.Darwin Nesakumar, AP/EC...Sensor  Networks – Introduction & Architectures by Mr.Darwin Nesakumar, AP/EC...
Sensor Networks – Introduction & Architectures by Mr.Darwin Nesakumar, AP/EC...
 
Akansu master's project ws ns
Akansu master's project ws nsAkansu master's project ws ns
Akansu master's project ws ns
 
Energy Consumption in chain based routing protocol in wireless sensor network
Energy Consumption in chain based routing protocol in wireless sensor networkEnergy Consumption in chain based routing protocol in wireless sensor network
Energy Consumption in chain based routing protocol in wireless sensor network
 
A laboratory scale IoT-based measuring of the solar photovoltaic parameters
A laboratory scale IoT-based measuring of the solar  photovoltaic parametersA laboratory scale IoT-based measuring of the solar  photovoltaic parameters
A laboratory scale IoT-based measuring of the solar photovoltaic parameters
 
Precision based data aggregation to extend life of wsn
Precision based data aggregation to extend life of wsnPrecision based data aggregation to extend life of wsn
Precision based data aggregation to extend life of wsn
 
S2-R2
S2-R2S2-R2
S2-R2
 
Monitoring of Transmission and Distribution Grids using PMUs
Monitoring of Transmission and Distribution Grids using PMUsMonitoring of Transmission and Distribution Grids using PMUs
Monitoring of Transmission and Distribution Grids using PMUs
 
Optimized design of an extreme low power datalogger for photovoltaic panels
Optimized design of an extreme low power datalogger for photovoltaic panels Optimized design of an extreme low power datalogger for photovoltaic panels
Optimized design of an extreme low power datalogger for photovoltaic panels
 
IRJET- Review: Different Techniques for ARC Flash and Fault Analysis and Clas...
IRJET- Review: Different Techniques for ARC Flash and Fault Analysis and Clas...IRJET- Review: Different Techniques for ARC Flash and Fault Analysis and Clas...
IRJET- Review: Different Techniques for ARC Flash and Fault Analysis and Clas...
 
Energy Efficient Wireless Internet Access
Energy Efficient Wireless Internet AccessEnergy Efficient Wireless Internet Access
Energy Efficient Wireless Internet Access
 
Global grid of master events for waveform cross correlation: design and testing
Global grid of master events for waveform cross correlation: design and testingGlobal grid of master events for waveform cross correlation: design and testing
Global grid of master events for waveform cross correlation: design and testing
 
International Refereed Journal of Engineering and Science (IRJES)
International Refereed Journal of Engineering and Science (IRJES) International Refereed Journal of Engineering and Science (IRJES)
International Refereed Journal of Engineering and Science (IRJES)
 
Performance of waveform cross correlation using a global and regular grid of...
Performance of waveform cross correlation  using a global and regular grid of...Performance of waveform cross correlation  using a global and regular grid of...
Performance of waveform cross correlation using a global and regular grid of...
 
Performance of waveform cross correlation using a global and regular grid of ...
Performance of waveform cross correlation using a global and regular grid of ...Performance of waveform cross correlation using a global and regular grid of ...
Performance of waveform cross correlation using a global and regular grid of ...
 
Synthetics vs. real waveforms from underground nuclear explosions as master t...
Synthetics vs. real waveforms from underground nuclear explosions as master t...Synthetics vs. real waveforms from underground nuclear explosions as master t...
Synthetics vs. real waveforms from underground nuclear explosions as master t...
 
Optimal Placement of Distributed Generation on Radial Distribution System for...
Optimal Placement of Distributed Generation on Radial Distribution System for...Optimal Placement of Distributed Generation on Radial Distribution System for...
Optimal Placement of Distributed Generation on Radial Distribution System for...
 
Solar Power Bank with Wireless Charging
Solar Power Bank with Wireless ChargingSolar Power Bank with Wireless Charging
Solar Power Bank with Wireless Charging
 
A study on modelling and simulation of photovoltaic cells
A study on modelling and simulation of photovoltaic cellsA study on modelling and simulation of photovoltaic cells
A study on modelling and simulation of photovoltaic cells
 

More from Torsten Braun, Universität Bern

Content-Centric Networking in Opportunistic and Mobile Networks
Content-Centric Networking in Opportunistic and Mobile NetworksContent-Centric Networking in Opportunistic and Mobile Networks
Content-Centric Networking in Opportunistic and Mobile NetworksTorsten Braun, Universität Bern
 
Information-Centric Networking in Wireless/Mobile Networks
Information-Centric Networking in Wireless/Mobile NetworksInformation-Centric Networking in Wireless/Mobile Networks
Information-Centric Networking in Wireless/Mobile NetworksTorsten Braun, Universität Bern
 
Performance Evaluation of Opportunistic Routing Protocols: A Framework-based ...
Performance Evaluation of Opportunistic Routing Protocols: A Framework-based ...Performance Evaluation of Opportunistic Routing Protocols: A Framework-based ...
Performance Evaluation of Opportunistic Routing Protocols: A Framework-based ...Torsten Braun, Universität Bern
 
A4-Mesh: Authentication, Authorization, Accounting, and Auditing in Wireless...
A4-Mesh: Authentication, Authorization, Accounting, and Auditing in Wireless...A4-Mesh: Authentication, Authorization, Accounting, and Auditing in Wireless...
A4-Mesh: Authentication, Authorization, Accounting, and Auditing in Wireless...Torsten Braun, Universität Bern
 
Future Mobile Telecommunication Networks Using Cloud Technologies
Future Mobile Telecommunication Networks Using Cloud TechnologiesFuture Mobile Telecommunication Networks Using Cloud Technologies
Future Mobile Telecommunication Networks Using Cloud TechnologiesTorsten Braun, Universität Bern
 
Wmich 2012Reliable and Energy-Efficient Communication in Wireless Sensor Netw...
Wmich 2012Reliable and Energy-Efficient Communication in Wireless Sensor Netw...Wmich 2012Reliable and Energy-Efficient Communication in Wireless Sensor Netw...
Wmich 2012Reliable and Energy-Efficient Communication in Wireless Sensor Netw...Torsten Braun, Universität Bern
 
Reliable and Energy-Efficient Communication in Wireless Sensor Networks
Reliable and Energy-Efficient Communication in Wireless Sensor NetworksReliable and Energy-Efficient Communication in Wireless Sensor Networks
Reliable and Energy-Efficient Communication in Wireless Sensor NetworksTorsten Braun, Universität Bern
 
Topology Control and Mobility Strategy for UAV Ad-hoc Networks
Topology Control and Mobility Strategy for UAV Ad-hoc NetworksTopology Control and Mobility Strategy for UAV Ad-hoc Networks
Topology Control and Mobility Strategy for UAV Ad-hoc NetworksTorsten Braun, Universität Bern
 
Content-Centric Networking in Delay/Disruption-Tolerant Networks
Content-Centric Networking in Delay/Disruption-Tolerant NetworksContent-Centric Networking in Delay/Disruption-Tolerant Networks
Content-Centric Networking in Delay/Disruption-Tolerant NetworksTorsten Braun, Universität Bern
 
A smart Multi-hop hierarchical routing protocol for Efficient VIdeo communica...
A smart Multi-hop hierarchical routing protocol for Efficient VIdeo communica...A smart Multi-hop hierarchical routing protocol for Efficient VIdeo communica...
A smart Multi-hop hierarchical routing protocol for Efficient VIdeo communica...Torsten Braun, Universität Bern
 
On Hardware and Software Approaches to Monitor Wireless Mesh and Sensor Networks
On Hardware and Software Approaches to Monitor Wireless Mesh and Sensor NetworksOn Hardware and Software Approaches to Monitor Wireless Mesh and Sensor Networks
On Hardware and Software Approaches to Monitor Wireless Mesh and Sensor NetworksTorsten Braun, Universität Bern
 
TCP Performance Optimizations for Wireless Sensor Networks
TCP Performance Optimizations forWireless Sensor NetworksTCP Performance Optimizations forWireless Sensor Networks
TCP Performance Optimizations for Wireless Sensor NetworksTorsten Braun, Universität Bern
 
Development and Evaluation of Energy-Efficient and Adaptive Protocols for Wi...
Development and Evaluation of Energy-Efficient and Adaptive Protocolsfor Wi...Development and Evaluation of Energy-Efficient and Adaptive Protocolsfor Wi...
Development and Evaluation of Energy-Efficient and Adaptive Protocols for Wi...Torsten Braun, Universität Bern
 

More from Torsten Braun, Universität Bern (20)

Internet of Things and Future Internet
Internet of Things and Future InternetInternet of Things and Future Internet
Internet of Things and Future Internet
 
Content-Centric Networking in Opportunistic and Mobile Networks
Content-Centric Networking in Opportunistic and Mobile NetworksContent-Centric Networking in Opportunistic and Mobile Networks
Content-Centric Networking in Opportunistic and Mobile Networks
 
Guaranteed Greedy Routing in Overlay Networks
Guaranteed Greedy Routing in Overlay NetworksGuaranteed Greedy Routing in Overlay Networks
Guaranteed Greedy Routing in Overlay Networks
 
Easily Deployable A4 Wireless Mesh Networks
Easily Deployable A4 Wireless Mesh NetworksEasily Deployable A4 Wireless Mesh Networks
Easily Deployable A4 Wireless Mesh Networks
 
Information-Centric Networking in Mobile Networks
Information-Centric Networking in Mobile NetworksInformation-Centric Networking in Mobile Networks
Information-Centric Networking in Mobile Networks
 
Ic0906 wi-uav UAVNet
Ic0906 wi-uav UAVNetIc0906 wi-uav UAVNet
Ic0906 wi-uav UAVNet
 
Die Evolution des Internet
Die Evolution des InternetDie Evolution des Internet
Die Evolution des Internet
 
Information-Centric Networking in Wireless/Mobile Networks
Information-Centric Networking in Wireless/Mobile NetworksInformation-Centric Networking in Wireless/Mobile Networks
Information-Centric Networking in Wireless/Mobile Networks
 
Performance Evaluation of Opportunistic Routing Protocols: A Framework-based ...
Performance Evaluation of Opportunistic Routing Protocols: A Framework-based ...Performance Evaluation of Opportunistic Routing Protocols: A Framework-based ...
Performance Evaluation of Opportunistic Routing Protocols: A Framework-based ...
 
A4-Mesh: Authentication, Authorization, Accounting, and Auditing in Wireless...
A4-Mesh: Authentication, Authorization, Accounting, and Auditing in Wireless...A4-Mesh: Authentication, Authorization, Accounting, and Auditing in Wireless...
A4-Mesh: Authentication, Authorization, Accounting, and Auditing in Wireless...
 
Future Mobile Telecommunication Networks Using Cloud Technologies
Future Mobile Telecommunication Networks Using Cloud TechnologiesFuture Mobile Telecommunication Networks Using Cloud Technologies
Future Mobile Telecommunication Networks Using Cloud Technologies
 
Wmich 2012Reliable and Energy-Efficient Communication in Wireless Sensor Netw...
Wmich 2012Reliable and Energy-Efficient Communication in Wireless Sensor Netw...Wmich 2012Reliable and Energy-Efficient Communication in Wireless Sensor Netw...
Wmich 2012Reliable and Energy-Efficient Communication in Wireless Sensor Netw...
 
Reliable and Energy-Efficient Communication in Wireless Sensor Networks
Reliable and Energy-Efficient Communication in Wireless Sensor NetworksReliable and Energy-Efficient Communication in Wireless Sensor Networks
Reliable and Energy-Efficient Communication in Wireless Sensor Networks
 
Topology Control and Mobility Strategy for UAV Ad-hoc Networks
Topology Control and Mobility Strategy for UAV Ad-hoc NetworksTopology Control and Mobility Strategy for UAV Ad-hoc Networks
Topology Control and Mobility Strategy for UAV Ad-hoc Networks
 
Content-Centric Networking in Delay/Disruption-Tolerant Networks
Content-Centric Networking in Delay/Disruption-Tolerant NetworksContent-Centric Networking in Delay/Disruption-Tolerant Networks
Content-Centric Networking in Delay/Disruption-Tolerant Networks
 
A smart Multi-hop hierarchical routing protocol for Efficient VIdeo communica...
A smart Multi-hop hierarchical routing protocol for Efficient VIdeo communica...A smart Multi-hop hierarchical routing protocol for Efficient VIdeo communica...
A smart Multi-hop hierarchical routing protocol for Efficient VIdeo communica...
 
On Hardware and Software Approaches to Monitor Wireless Mesh and Sensor Networks
On Hardware and Software Approaches to Monitor Wireless Mesh and Sensor NetworksOn Hardware and Software Approaches to Monitor Wireless Mesh and Sensor Networks
On Hardware and Software Approaches to Monitor Wireless Mesh and Sensor Networks
 
Research Challenges in Networked Systems
Research Challenges in Networked SystemsResearch Challenges in Networked Systems
Research Challenges in Networked Systems
 
TCP Performance Optimizations for Wireless Sensor Networks
TCP Performance Optimizations forWireless Sensor NetworksTCP Performance Optimizations forWireless Sensor Networks
TCP Performance Optimizations for Wireless Sensor Networks
 
Development and Evaluation of Energy-Efficient and Adaptive Protocols for Wi...
Development and Evaluation of Energy-Efficient and Adaptive Protocolsfor Wi...Development and Evaluation of Energy-Efficient and Adaptive Protocolsfor Wi...
Development and Evaluation of Energy-Efficient and Adaptive Protocols for Wi...
 

Recently uploaded

UiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPathCommunity
 
Exploring ChatGPT Prompt Hacks To Maximally Optimise Your Queries
Exploring ChatGPT Prompt Hacks To Maximally Optimise Your QueriesExploring ChatGPT Prompt Hacks To Maximally Optimise Your Queries
Exploring ChatGPT Prompt Hacks To Maximally Optimise Your QueriesSanjay Willie
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxLoriGlavin3
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxLoriGlavin3
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersRaghuram Pandurangan
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
Visualising and forecasting stocks using Dash
Visualising and forecasting stocks using DashVisualising and forecasting stocks using Dash
Visualising and forecasting stocks using Dashnarutouzumaki53779
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
Modern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better StrongerModern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better Strongerpanagenda
 
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfSo einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfpanagenda
 
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESmohitsingh558521
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxLoriGlavin3
 

Recently uploaded (20)

UiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to Hero
 
Exploring ChatGPT Prompt Hacks To Maximally Optimise Your Queries
Exploring ChatGPT Prompt Hacks To Maximally Optimise Your QueriesExploring ChatGPT Prompt Hacks To Maximally Optimise Your Queries
Exploring ChatGPT Prompt Hacks To Maximally Optimise Your Queries
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptx
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information Developers
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
Visualising and forecasting stocks using Dash
Visualising and forecasting stocks using DashVisualising and forecasting stocks using Dash
Visualising and forecasting stocks using Dash
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
Modern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better StrongerModern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
 
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfSo einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
 
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
 

Real-World Energy Measurements of a Wireless Mesh Network

  • 1. Energy Efficiency in Large Scale Distributed Systems Real-World Energy Measurements of a Wireless Mesh Network A. Jamakovic, D. Dimitrova, M. Anwander, T. Macicas, T. Braun, J. Schwanbek, Th. Staub, B. Nyffenegger Universität Bern, Switzerland braun@iam.unibe.ch, cds.unibe.ch
  • 2. Overview > Introduction — Environmental Monitoring Area — Wireless Mesh Network Topology at Rhone Valley — Environmental Monitoring Scenarios > Solar-Powered Wireless Mesh Nodes — Solar-Powered Wireless Mesh Node Hardware and Software — Solar Energy Harvesting > Energy Harvesting and Consumption Measurement Scenario > Measurement Results — Daily/Weekly Battery and Solar Panel Voltage Measurements — Relationship of Battery and Solar Panel Voltage — Battery Load and Mesh Node Consumption — Solar Panel / Mesh Node Voltage and Battery / Mesh Node Current > Conclusions and Outlook EE-LSDS, Vienna, April 24, 2013 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network 2
  • 3. Environmental Monitoring Area Sion Sierre Tseuzier storage lake Plaine Morte glacier EE-LSDS, Vienna, April 24, 2013 3 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
  • 4. Wireless Mesh Network Topology at Rhone Valley Sion Sierre EE-LSDS, Vienna, April 24, 2013 4 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
  • 5. Environmental Monitoring Scenarios EE-LSDS, Vienna, April 24, 2013 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network 5
  • 6. Solar-Powered Wireless Mesh Nodes EE-LSDS, Vienna, April 24, 2013 6 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network
  • 7. Wireless Mesh Node Hardware and Software > IP66 steel enclosure > 1-2x Alix 3D2 system boards > 1x Alix 6F2 system board > 1-4x 801.11n mini PCI cards > 1x 801.11g mini PCI card > 1x UMTS mini PCI-Express card > I2C twin relay > 2x2 MIMO, 25dBi, dual polarization panel antennas for 5.8 Ghz > ADAM Linux running Optimized Link State Routing EE-LSDS, Vienna, April 24, 2013 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network 7
  • 8. Solar Energy Harvesting > 90 Watt solar panels, voltage: 18.75 V > Panels supply lead acid battery (78 Ah) and wireless mesh node EE-LSDS, Vienna, April 24, 2013 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network 8
  • 9. Energy Harvesting and Consumption Measurement Scenario > Energy measurements by charge controller — in winter (nodes 3, 7) — In summer (nodes 7, 8) EE-LSDS, Vienna, April 24, 2013 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network 9
  • 10. Voltage Measurements During a Summer Day EE-LSDS, Vienna, April 24, 2013 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network 10
  • 11. Voltage Measurements During a Winter Day EE-LSDS, Vienna, April 24, 2013 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network 11
  • 12. Voltage Measurements During a Summer Week EE-LSDS, Vienna, April 24, 2013 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network 12
  • 13. Relationship of Battery and Solar Panel Voltage During Summer EE-LSDS, Vienna, April 24, 2013 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network 13
  • 14. Relationship of Battery and Solar Panel Voltage During Winter EE-LSDS, Vienna, April 24, 2013 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network 14
  • 15. Battery Load and Mesh Node Consumption During Summer EE-LSDS, Vienna, April 24, 2013 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network 15
  • 16. Battery Load and Mesh Node Consumption During Winter EE-LSDS, Vienna, April 24, 2013 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network 16
  • 17. Solar Panel / Mesh Node Voltage and Battery / Mesh Node Current EE-LSDS, Vienna, April 24, 2013 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network 17
  • 18. Conclusions and Outlook > Energy harvesting and consumption data in a real wireless mesh deployment > Results show good combination of battery and solar panel. > Energy supply has been sufficient in our challenging deployment. > Certain nodes need more energy, data are valuable for solar panel dimensioning > Possible control of mesh node based on available energy and weather prediction ? EE-LSDS, Vienna, April 24, 2013 Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network 18
  • 19. Thanks for your Attention > More information — cds.unibe.ch and a4-mesh.unibe.ch — slideshare.net/torstenbraun — braun@iam.unibe.ch Torsten Braun: Real-World Energy Measurements of a Wireless Mesh Network EE-LSDS, Vienna, April 24, 2013 19

Editor's Notes

  1. location of area under investigation south faced hill-slope of Bernese Alps between Sion and Sierre