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
An environmental energy harvesting framework for sensor networks
Proceedings of the 2003 international symposium on Low power electronics and design
Performance aware tasking for environmentally powered sensor networks
Proceedings of the joint international conference on Measurement and modeling of computer systems
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
Dynamic reconfiguration in sensor networks with regenerative energy sources
Proceedings of the conference on Design, automation and test in Europe
Eon: a language and runtime system for perpetual systems
Proceedings of the 5th international conference on Embedded networked sensor systems
Energy harvesting photodiodes with integrated 2D diffractive storage capacitance
Proceedings of the 13th international symposium on Low power electronics and design
An efficient solar energy harvester for wireless sensor nodes
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
Resource aware programming in the Pixie OS
Proceedings of the 6th ACM conference on Embedded network sensor systems
SolarStore: enhancing data reliability in solar-powered storage-centric sensor networks
Proceedings of the 7th international conference on Mobile systems, applications, and services
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
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
Node reclamation and replacement for long-lived sensor networks
SECON'09 Proceedings of the 6th Annual IEEE communications society conference on Sensor, Mesh and Ad Hoc Communications and Networks
Design of a solar-harvesting circuit for batteryless embedded systems
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Active time scheduling for rechargeable sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
The design considerations of a sensor grid for monitoring precipitation in debris-flow-prone areas
Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks
Adapting task utility in externally triggered energy harvesting wireless sensing systems
INSS'09 Proceedings of the 6th international conference on Networked sensing systems
Towards reliable scheduling schemes for long-lived replaceable sensor networks
INFOCOM'10 Proceedings of the 29th conference on Information communications
Comparison of energy intake prediction algorithms for systems powered by photovoltaic harvesters
Microelectronics Journal
DVFS based task scheduling in a harvesting WSN for structural health monitoring
Proceedings of the Conference on Design, Automation and Test in Europe
A real-time scheduling framework for embedded systems with environmental energy harvesting
Computers and Electrical Engineering
Fixed Priority Scheduling Strategies for Ambient Energy-Harvesting Embedded Systems
GREENCOM '11 Proceedings of the 2011 IEEE/ACM International Conference on Green Computing and Communications
Evaluating solar panel-driven systems in the laboratory
Proceedings of the seventh ACM international workshop on Wireless network testbeds, experimental evaluation and characterization
Integrated energy-harvesting photodiodes with diffractive storage capacitance
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
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Energy harvesting offers a promising alternative to solve the sustainability limitations arising from battery size constraints in sensor networks. Several considerations in using an environmental energy source are fundamentally different from using batteries. Rather than a limit on the total energy, harvesting transducers impose a limit on the instantaneous power available. Further, environmental energy availability is often highly variable and a deterministic metric such as residual battery capacity is not available to characterize the energy source. The different nodes in a sensor network may also have different energy harvesting opportunities. Since the same end-user performance may be achieved using different workload allocations at multiple nodes, it is important to adapt the workload allocation to the spatio-temporal energy availability profile in order to enable energy-neutral operation of the network. This paper describes power management techniques for such energy harvesting sensor networks. Platform design considerations as well as power scaling techniques at the node-level and network-level are described.