High-level software energy macro-modeling
Proceedings of the 38th annual Design Automation Conference
Battery Life Estimation of Mobile Embedded Systems
VLSID '01 Proceedings of the The 14th International Conference on VLSI Design (VLSID '01)
Simulating the power consumption of large-scale sensor network applications
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Battery Model for Embedded Systems
VLSID '05 Proceedings of the 18th International Conference on VLSI Design held jointly with 4th International Conference on Embedded Systems Design
Avrora: scalable sensor network simulation with precise timing
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Evaluating Energy Consumption in Wireless Sensor Networks Applications
DSD '07 Proceedings of the 10th Euromicro Conference on Digital System Design Architectures, Methods and Tools
An application adaptive energy model for wireless sensor nodes
Proceedings of the 6th ACM symposium on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
TinyTorrents: integrating peer-to-peer and wireless sensor networks
WONS'09 Proceedings of the Sixth international conference on Wireless On-Demand Network Systems and Services
Energy Framework: an extensible framework for simulating battery consumption in wireless networks
Proceedings of the 3rd International ICST Conference on Simulation Tools and Techniques
Putting the software radio on a low-calorie diet
Hotnets-IX Proceedings of the 9th ACM SIGCOMM Workshop on Hot Topics in Networks
Distributed and Parallel Databases
PCTMC models of wireless sensor network protocols
EPEW'12 Proceedings of the 9th European conference on Computer Performance Engineering
PCTMC models of wireless sensor network protocols
EPEW'12 Proceedings of the 9th European conference on Computer Performance Engineering
HybridStore: an efficient data management system for hybrid flash-based sensor devices
EWSN'13 Proceedings of the 10th European conference on Wireless Sensor Networks
PASES: An energy-aware design space exploration framework for wireless sensor networks
Journal of Systems Architecture: the EUROMICRO Journal
Social group detection based routing in Delay Tolerant Networks
Wireless Networks
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Energy continues to be the key constraint in wireless sensor networks. We review existing methods for estimating software power consumption and battery modelling, as applied to embedded systems such as Wireless Sensor Networks. We consider current developments in hardware and software technology, in particular the availability of high-fidelity simulators. Once such simulator, TOSSIM for TinyOS 1.x, models power consumption via a plugin, PowerTOSSIM. We complete the port of PowerTOSSIM to TinyOS 2.0 for the latest model of sensor node, the MICAz. Finally, we extend the simulator to model non-linear battery effects.