IEEE/ACM Transactions on Networking (TON)
Human-powered wearable computing
IBM Systems Journal
Power-aware routing in mobile ad hoc networks
MobiCom '98 Proceedings of the 4th annual ACM/IEEE international conference on Mobile computing and networking
Vibration-to-electric energy conversion
ISLPED '99 Proceedings of the 1999 international symposium on Low power electronics and design
Geography-informed energy conservation for Ad Hoc routing
Proceedings of the 7th annual international conference on Mobile computing and networking
Online power-aware routing in wireless Ad-hoc networks
Proceedings of the 7th annual international conference on Mobile computing and networking
Wireless sensor networks for habitat monitoring
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Dynamic Power Management in Wireless Sensor Networks
IEEE Design & Test
A Compact, Wireless, Self-Powered Pushbutton Controller
UbiComp '01 Proceedings of the 3rd international conference on Ubiquitous Computing
Proceedings of the 40th annual Design Automation Conference
Dynamic Voltage Scaling Techniques for Distributed Microsensor Networks
WVLSI '00 Proceedings of the IEEE Computer Society Annual Workshop on VLSI (WVLSI'00)
Parasitic Power Harvesting in Shoes
ISWC '98 Proceedings of the 2nd IEEE International Symposium on Wearable Computers
Ambient intelligence: industrial research on a visionary concept
Proceedings of the 2003 international symposium on Low power electronics and design
An environmental energy harvesting framework for sensor networks
Proceedings of the 2003 international symposium on Low power electronics and design
Energy-Aware Routing in Cluster-Based Sensor Networks
MASCOTS '02 Proceedings of the 10th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems
Application-specific protocol architectures for wireless networks
Application-specific protocol architectures for wireless networks
Efficient algorithms for maximum lifetime data gathering and aggregation in wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Utilizing Solar Power in Wireless Sensor Networks
LCN '03 Proceedings of the 28th Annual IEEE International Conference on Local Computer Networks
Energy Scavenging for Wireless Sensor Networks: With Special Focus on Vibrations
Energy Scavenging for Wireless Sensor Networks: With Special Focus on Vibrations
Performance aware tasking for environmentally powered sensor networks
Proceedings of the joint international conference on Measurement and modeling of computer systems
Maximum lifetime routing in wireless sensor networks
IEEE/ACM Transactions on Networking (TON)
Maximizing the functional lifetime of sensor networks
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
XYZ: a motion-enabled, power aware sensor node platform for distributed sensor network applications
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Design considerations for solar energy harvesting wireless embedded systems
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Perpetual environmentally powered sensor networks
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Energy-aware routing in sensor networks: A large system approach
Ad Hoc Networks
Adaptive power management in energy harvesting systems
Proceedings of the conference on Design, automation and test in Europe
Dynamic reconfiguration in sensor networks with regenerative energy sources
Proceedings of the conference on Design, automation and test in Europe
Design, Modeling, and Capacity Planning for Micro-solar Power Sensor Networks
IPSN '08 Proceedings of the 7th international conference on Information processing in sensor networks
Robust and low complexity rate control for solar powered sensors
Proceedings of the conference on Design, automation and test in Europe
Energy aware dynamic voltage and frequency selection for real-time systems with energy harvesting
Proceedings of the conference on Design, automation and test in Europe
Uniform sensing protocol for autonomous rechargeable sensor networks
Proceedings of the 11th international symposium on Modeling, analysis and simulation of wireless and mobile systems
Steady and fair rate allocation for rechargeable sensors in perpetual sensor networks
Proceedings of the 6th ACM conference on Embedded network sensor systems
Engineering of Software-Intensive Systems: State of the Art and Research Challenges
Software-Intensive Systems and New Computing Paradigms
Decentralized control of adaptive sampling in wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Optimal service level allocation in environmentally powered embedded systems
Proceedings of the 2009 ACM symposium on Applied Computing
Leakage-aware energy synchronization for wireless sensor networks
Proceedings of the 7th international conference on Mobile systems, applications, and services
Decentralised coordination of continuously valued control parameters using the max-sum algorithm
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
Minimum Variance Energy Allocation for a Solar-Powered Sensor System
DCOSS '09 Proceedings of the 5th IEEE International Conference on Distributed Computing in Sensor Systems
Reinforcement Learning-Based Dynamic Power Management for Energy Harvesting Wireless Sensor Network
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
Power management in energy harvesting embedded systems with discrete service levels
Proceedings of the 14th ACM/IEEE international symposium on Low power electronics and design
Challenge: ultra-low-power energy-harvesting active networked tags (EnHANTs)
Proceedings of the 15th annual international conference on Mobile computing and networking
Proceedings of the 46th Annual Design Automation Conference
LINDONCS: localized in-network detection of network coding structures in wireless sensor networks
Proceedings of the 4th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks
Joint power control, scheduling and routing for multihop energy harvesting sensor networks
Proceedings of the 4th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks
Solar powered sensor network design and experimentation
ISWCS'09 Proceedings of the 6th international conference on Symposium on Wireless Communication Systems
Active time scheduling for rechargeable sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
An energy management framework for energy harvesting embedded systems
ACM Journal on Emerging Technologies in Computing Systems (JETC)
Implications of energy profile and storage on energy harvesting sensor link performance
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
On the limits of effective hybrid micro-energy harvesting on mobile CRFID sensors
Proceedings of the 8th international conference on Mobile systems, applications, and services
Optimal sleep-wake policies for an energy harvesting sensor node
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Optimal energy management policies for energy harvesting sensor nodes
IEEE Transactions on Wireless Communications
Smart applications for energy harvested WSNs
COMSNETS'10 Proceedings of the 2nd international conference on COMmunication systems and NETworks
Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design
Comparison of energy intake prediction algorithms for systems powered by photovoltaic harvesters
Microelectronics Journal
Evaluation and design exploration of solar harvested-energy prediction algorithm
Proceedings of the Conference on Design, Automation and Test in Europe
Self-organising sensors for wide area surveillance using the max-sum algorithm
SOAR'09 Proceedings of the First international conference on Self-organizing architectures
Dynamic power management in environmentally powered systems
Proceedings of the 2010 Asia and South Pacific Design Automation Conference
Voluntary energy harvesting relays and selection in cooperative wireless networks
IEEE Transactions on Wireless Communications
Energy management for time-critical energy harvesting wireless sensor networks
SSS'10 Proceedings of the 12th international conference on Stabilization, safety, and security of distributed systems
A CMOS current-mode dynamic programming circuit
IEEE Transactions on Circuits and Systems Part I: Regular Papers - Special section on 2009 IEEE system-on-chip conference
Energy harvesting active networked tags (EnHANTs) for ubiquitous object networking
IEEE Wireless Communications
Dewdrop: an energy-aware runtime for computational RFID
Proceedings of the 8th USENIX conference on Networked systems design and implementation
Journal of Computer and System Sciences
A real-time scheduling framework for embedded systems with environmental energy harvesting
Computers and Electrical Engineering
Proceedings of the 17th IEEE/ACM international symposium on Low-power electronics and design
Ekho: bridging the gap between simulation and reality in tiny energy-harvesting sensors
HotPower '11 Proceedings of the 4th Workshop on Power-Aware Computing and Systems
Perpetual and fair data collection for environmental energy harvesting sensor networks
IEEE/ACM Transactions on Networking (TON)
Maximum utility rate allocation for energy harvesting wireless sensor networks
Proceedings of the 14th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
ODMAC: an on-demand MAC protocol for energy harvesting - wireless sensor networks
Proceedings of the 8th ACM Symposium on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
Demo: Capacitor leakage aware duty cycle control for energy harvesting wireless sensor networks
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
Demo: A solar-powered wireless parking guidance system for outdoor car parks
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
Utility optimal scheduling in energy harvesting networks
MobiHoc '11 Proceedings of the Twelfth ACM International Symposium on Mobile Ad Hoc Networking and Computing
Energy-aware sparse approximation technique (EAST) for rechargeable wireless sensor networks
EWSN'10 Proceedings of the 7th European conference on Wireless Sensor Networks
Hardware-assisted energy monitoring architecture for micro sensor nodes
Journal of Systems Architecture: the EUROMICRO Journal
Proceedings of the 11th international conference on Information Processing in Sensor Networks
SunCast: fine-grained prediction of natural sunlight levels for improved daylight harvesting
Proceedings of the 11th international conference on Information Processing in Sensor Networks
An efficient renewable energy management and sharing system for sustainable embedded devices
Journal of Electrical and Computer Engineering
Predicting the Long-Term Behavior of a Micro-Solar Power System
ACM Transactions on Embedded Computing Systems (TECS)
More is more: The benefits of denser sensor deployment
ACM Transactions on Sensor Networks (TOSN)
Sensor activation and radius adaptation (SARA) in heterogeneous sensor networks
ACM Transactions on Sensor Networks (TOSN)
Achieving long-term operation with a capacitor-driven energy storage and sharing network
ACM Transactions on Sensor Networks (TOSN)
Efficient flow-control algorithm cooperating with energy allocation scheme for solar-powered WSNs
Wireless Communications & Mobile Computing
Flit: a bulk transmission protocol for RFID-scale sensors
Proceedings of the 10th international conference on Mobile systems, applications, and services
A distributed smart application for solar powered WSNs
IFIP'12 Proceedings of the 11th international IFIP TC 6 conference on Networking - Volume Part II
Evaluating solar panel-driven systems in the laboratory
Proceedings of the seventh ACM international workshop on Wireless network testbeds, experimental evaluation and characterization
Energy-efficient markov chain-based duty cycling schemes for greener wireless sensor networks
ACM Journal on Emerging Technologies in Computing Systems (JETC)
Control-theoretic utility maximization in multihop wireless networks under mission dynamics
IEEE/ACM Transactions on Networking (TON)
A practical theory of micro-solar power sensor networks
ACM Transactions on Sensor Networks (TOSN)
Low-latency routing for energy-harvesting sensor networks
UIC'07 Proceedings of the 4th international conference on Ubiquitous Intelligence and Computing
Probabilistic data collection protocols for energy harvesting wireless sensor networks
International Journal of Ad Hoc and Ubiquitous Computing
Energy-efficient beaconless geographic routing in energy harvested wireless sensor networks
Concurrency and Computation: Practice & Experience
Making sensor networks immortal: an energy-renewal approach with wireless power transfer
IEEE/ACM Transactions on Networking (TON)
Dependable Services for Mobile Health Monitoring Systems
International Journal of Ambient Computing and Intelligence
Adaptive Duty Cycle Control for Optimal Stochastic Energy Harvesting
Wireless Personal Communications: An International Journal
Device characterization and cross-layer protocol design for RF energy harvesting sensors
Pervasive and Mobile Computing
Achieving autonomous power management using reinforcement learning
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Scalable network coding for wireless sensor network energy conservation
International Journal of Autonomous and Adaptive Communications Systems
ACM Transactions on Embedded Computing Systems (TECS) - Special Section on Probabilistic Embedded Computing
Energy-synchronized computing for sustainable sensor networks
Ad Hoc Networks
Harvesting-aware power management for real-time systems with renewable energy
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Sharing renewable energy in smart microgrids
Proceedings of the ACM/IEEE 4th International Conference on Cyber-Physical Systems
Energy management of networked, solar cells powered, wireless sensors
Proceedings of the 16th ACM international conference on Modeling, analysis & simulation of wireless and mobile systems
Improving energy predictions in EH-WSNs with Pro-Energy-VLT
Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems
IEEE/ACM Transactions on Networking (TON)
Utility optimal scheduling in energy-harvesting networks
IEEE/ACM Transactions on Networking (TON)
Solar harvest prediction supported by cloud cover forecasts
Proceedings of the 1st International Workshop on Energy Neutral Sensing Systems
Opportunistic energy trading between co-located energy-harvesting wireless sensor networks
Proceedings of the 1st International Workshop on Energy Neutral Sensing Systems
GreenCastalia: an energy-harvesting-enabled framework for the Castalia simulator
Proceedings of the 1st International Workshop on Energy Neutral Sensing Systems
Stochastic modeling and analysis of wireless sensor nodes with hybrid storage systems
Proceedings of the 1st International Workshop on Energy Neutral Sensing Systems
Adaptive scheduling of real-time systems cosupplied by renewable and nonrenewable energy sources
ACM Transactions on Embedded Computing Systems (TECS) - Special Section on ESTIMedia'10
Achieving energy-synchronized communication in energy-harvesting wireless sensor networks
ACM Transactions on Embedded Computing Systems (TECS) - Special Section ESFH'12, ESTIMedia'11 and Regular Papers
Personal and Ubiquitous Computing
Agent-based decentralised coordination for sensor networks using the max-sum algorithm
Autonomous Agents and Multi-Agent Systems
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Power management is an important concern in sensor networks, because a tethered energy infrastructure is usually not available and an obvious concern is to use the available battery energy efficiently. However, in some of the sensor networking applications, an additional facility is available to ameliorate the energy problem: harvesting energy from the environment. Certain considerations in using an energy harvesting source are fundamentally different from that in using a battery, because, rather than a limit on the maximum energy, it has a limit on the maximum rate at which the energy can be used. Further, the harvested energy availability typically varies with time in a nondeterministic manner. While a deterministic metric, such as residual battery, suffices to characterize the energy availability in the case of batteries, a more sophisticated characterization may be required for a harvesting source. Another issue that becomes important in networked systems with multiple harvesting nodes is that different nodes may have different harvesting opportunity. In a distributed application, the same end-user performance may be achieved using different workload allocations, and resultant energy consumptions at multiple nodes. In this case, it is important to align the workload allocation with the energy availability at the harvesting nodes. We consider the above issues in power management for energy-harvesting sensor networks. We develop abstractions to characterize the complex time varying nature of such sources with analytically tractable models and use them to address key design issues. We also develop distributed methods to efficiently use harvested energy and test these both in simulation and experimentally on an energy-harvesting sensor network, prototyped for this work.