Energy-efficient surveillance system using wireless sensor networks
Proceedings of the 2nd international conference on Mobile systems, applications, and services
Versatile low power media access for wireless sensor networks
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Energy-efficient forwarding strategies for geographic routing in lossy wireless sensor networks
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Simulating the power consumption of large-scale sensor network applications
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Hardware design experiences in ZebraNet
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Proceedings of the 3rd international conference on Embedded networked sensor systems
Telos: enabling ultra-low power wireless research
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Design of a wireless sensor network platform for detecting rare, random, and ephemeral events
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
X-MAC: a short preamble MAC protocol for duty-cycled wireless sensor networks
Proceedings of the 4th international conference on Embedded networked sensor systems
Generic routing metric and policies for WSNs
EWSN'06 Proceedings of the Third European conference on Wireless Sensor Networks
Software-based on-line energy estimation for sensor nodes
Proceedings of the 4th workshop on Embedded networked sensors
Proceedings of the 5th international conference on Embedded networked sensor systems
Software-based sensor node energy estimation
Proceedings of the 5th international conference on Embedded networked sensor systems
Energy Metering for Free: Augmenting Switching Regulators for Real-Time Monitoring
IPSN '08 Proceedings of the 7th international conference on Information processing in sensor networks
The Energy Endoscope: Real-Time Detailed Energy Accounting for Wireless Sensor Nodes
IPSN '08 Proceedings of the 7th international conference on Information processing in sensor networks
Dynamic Source Routing versus Greedy Routing in a Testbed Sensor Network Deployment
EWSN '09 Proceedings of the 6th European Conference on Wireless Sensor Networks
Leakage-aware energy synchronization for wireless sensor networks
Proceedings of the 7th international conference on Mobile systems, applications, and services
On meeting lifetime goals and providing constant application quality
ACM Transactions on Sensor Networks (TOSN)
A generic model for optimizing single-hop transmission policy of replenishable sensors
IEEE Transactions on Wireless Communications
ContikiSec: A Secure Network Layer for Wireless Sensor Networks under the Contiki Operating System
NordSec '09 Proceedings of the 14th Nordic Conference on Secure IT Systems: Identity and Privacy in the Internet Age
A distributed Wireless Sensor Network testbed with energy consumption estimation
International Journal of Ad Hoc and Ubiquitous Computing
Quanto: tracking energy in networked embedded systems
OSDI'08 Proceedings of the 8th USENIX conference on Operating systems design and implementation
Putting the software radio on a low-calorie diet
Hotnets-IX Proceedings of the 9th ACM SIGCOMM Workshop on Hot Topics in Networks
EdiMote: a flexible sensor node prototyping and profiling tool
REALWSN'10 Proceedings of the 4th international conference on Real-world wireless sensor networks
The balance of routing energy consumption in wireless sensor networks
Journal of Parallel and Distributed Computing
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
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
Energy consumption measurement and analysis in wireless sensor networks for biomedical applications
Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments
Hardware-assisted energy monitoring architecture for micro sensor nodes
Journal of Systems Architecture: the EUROMICRO Journal
Wireless security techniques for coordinated manufacturing and on-line hardware trojan detection
Proceedings of the fifth ACM conference on Security and Privacy in Wireless and Mobile Networks
An efficient renewable energy management and sharing system for sustainable embedded devices
Journal of Electrical and Computer Engineering
Energy-Efficient Sensing with the Low Power, Energy Aware Processing (LEAP) Architecture
ACM Transactions on Embedded Computing Systems (TECS)
Science of Computer Programming
Online device-level energy accounting for wireless sensor nodes
EWSN'13 Proceedings of the 10th European conference on Wireless Sensor Networks
Battery state-of-charge approximation for energy harvesting embedded systems
EWSN'13 Proceedings of the 10th European conference on Wireless Sensor Networks
Nemo: a high-fidelity noninvasive power meter system for wireless sensor networks
Proceedings of the 12th international conference on Information processing in sensor networks
FlockLab: a testbed for distributed, synchronized tracing and profiling of wireless embedded systems
Proceedings of the 12th international conference on Information processing in sensor networks
Demo abstract -- Nemo: a high-fidelity noninvasive power meter system for wireless sensor networks
Proceedings of the 12th international conference on Information processing in sensor networks
Calculating source line level energy information for Android applications
Proceedings of the 2013 International Symposium on Software Testing and Analysis
Energy-synchronized computing for sustainable sensor networks
Ad Hoc Networks
Power management for long-term sensing applications with energy harvesting
Proceedings of the 1st International Workshop on Energy Neutral Sensing Systems
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We present SPOT, a scalable power observation tool that enables in situ measurement of nodal power and energy over a dynamic range exceeding four decades or a temporal resolution of microseconds. Using SPOT, every node in a sensor network can now be instrumented, providing unparalleled visibility into the dynamic power profile of applications and system software. Power metering at every node enables previously impossible empirical evaluation of low power designs at scale. The SPOT architecture and design meet challenges unique to wireless sensor networks and other low power systems, such as orders of magnitude difference in current draws between sleep and active states, short-duration power spikes during periods of brief activity, and the need for minimum perturbation of the system under observation.