Performance aware tasking for environmentally powered sensor networks
Proceedings of the joint international conference on Measurement and modeling of computer systems
Next-generation prototyping of sensor networks
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Solar-aware clustering in wireless sensor networks
ISCC '04 Proceedings of the Ninth International Symposium on Computers and Communications 2004 Volume 2 (ISCC"04) - Volume 02
Perpetual environmentally powered sensor networks
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Real-Time Scheduling with Regenerative Energy
ECRTS '06 Proceedings of the 18th Euromicro Conference on Real-Time Systems
Adaptive duty cycling for energy harvesting systems
Proceedings of the 2006 international symposium on Low power electronics and design
Everlast: long-life, supercapacitor-operated wireless sensor node
Proceedings of the 2006 international symposium on Low power electronics and design
Power management in energy harvesting sensor networks
ACM Transactions on Embedded Computing Systems (TECS) - Special Section LCTES'05
An efficient solar energy harvester for wireless sensor nodes
Proceedings of the conference on Design, automation and test in Europe
Robust and low complexity rate control for solar powered sensors
Proceedings of the conference on Design, automation and test in Europe
Approximate Control Design for Solar Driven Sensor Nodes
HSCC '08 Proceedings of the 11th international workshop on Hybrid Systems: Computation and Control
Optimal service level allocation in environmentally powered embedded systems
Proceedings of the 2009 ACM symposium on Applied Computing
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
Design of a solar-harvesting circuit for batteryless embedded systems
IEEE Transactions on Circuits and Systems Part I: Regular Papers
An energy management framework for energy harvesting embedded systems
ACM Journal on Emerging Technologies in Computing Systems (JETC)
Adapting task utility in externally triggered energy harvesting wireless sensing systems
INSS'09 Proceedings of the 6th international conference on Networked sensing systems
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
Dynamic power management in environmentally powered systems
Proceedings of the 2010 Asia and South Pacific Design Automation Conference
Predicting the Long-Term Behavior of a Micro-Solar Power System
ACM Transactions on Embedded Computing Systems (TECS)
Improving charging efficiency with workload scheduling in energy harvesting embedded systems
Proceedings of the 50th Annual Design Automation Conference
Harvesting-aware power management for real-time systems with renewable energy
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
MELOADES: Methodology for long-term online adaptation of embedded software for heterogeneous devices
Journal of Systems Architecture: the EUROMICRO Journal
Ultra low power asynchronous MAC protocol using wake-up radio for energy neutral WSN
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
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Recently, there has been a substantial interest in the design of systems that receive their energy from regenerative sources such as solar cells. In contrast to approaches that attempt to minimize the power consumption we are concerned with adapting parameters of the application such that a maximal utility is obtained while respecting the limited and time-varying amount of available energy. Instead of solving the optimization problem on-line which may be prohibitively complex in terms of running time and energy consumption, we propose a parameterized specification and the computation of a corresponding optimal on-line controller. The efficiency of the new approach is demonstrated by experimental results and measurements on a sensor node.