Wattch: a framework for architectural-level power analysis and optimizations
Proceedings of the 27th annual international symposium on Computer architecture
SensorSim: a simulation framework for sensor networks
Proceedings of the 3rd ACM international workshop on Modeling, analysis and simulation of wireless and mobile systems
JouleTrack: a web based tool for software energy profiling
Proceedings of the 38th annual Design Automation Conference
System architecture directions for networked sensors
ASPLOS IX Proceedings of the ninth international conference on Architectural support for programming languages and operating systems
High-level software energy macro-modeling
Proceedings of the 38th annual Design Automation Conference
Simulating networks of wireless sensors
Proceedings of the 33nd conference on Winter simulation
CIL: Intermediate Language and Tools for Analysis and Transformation of C Programs
CC '02 Proceedings of the 11th International Conference on Compiler Construction
The nesC language: A holistic approach to networked embedded systems
PLDI '03 Proceedings of the ACM SIGPLAN 2003 conference on Programming language design and implementation
PowerScope: A Tool for Profiling the Energy Usage of Mobile Applications
WMCSA '99 Proceedings of the Second IEEE Workshop on Mobile Computer Systems and Applications
TOSSIM: accurate and scalable simulation of entire TinyOS applications
Proceedings of the 1st international conference on Embedded networked sensor systems
SENS: A Sensor, Environment and Network Simulator
ANSS '04 Proceedings of the 37th annual symposium on Simulation
Network modeling and simulation: a scalable simulator for TinyOS applications
Proceedings of the 34th conference on Winter simulation: exploring new frontiers
TAG: a Tiny AGgregation service for Ad-Hoc sensor networks
OSDI '02 Proceedings of the 5th symposium on Operating systems design and implementationCopyright restrictions prevent ACM from being able to make the PDFs for this conference available for downloading
EmStar: a software environment for developing and deploying wireless sensor networks
ATEC '04 Proceedings of the annual conference on USENIX Annual Technical Conference
An analysis of a large scale habitat monitoring application
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
An efficient scheme for authenticating public keys in sensor networks
Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing
Minimum power configuration in wireless sensor networks
Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing
Efficient gathering of correlated data in sensor networks
Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing
Tributaries and deltas: efficient and robust aggregation in sensor network streams
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
An Ultra Low Power System Architecture for Sensor Network Applications
Proceedings of the 32nd annual international symposium on Computer Architecture
REED: robust, efficient filtering and event detection in sensor networks
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Decentralized intrusion detection in wireless sensor networks
Proceedings of the 1st ACM international workshop on Quality of service & security in wireless and mobile networks
An adaptive wakeup scheme to support fast routing in sensor networks
PE-WASUN '05 Proceedings of the 2nd ACM international workshop on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
Spatial queries in sensor networks
Proceedings of the 13th annual ACM international workshop on Geographic information systems
Wireless Sensor Networks: From Data to Context to Energy Saving
UDM '05 Proceedings of the International Workshop on Ubiquitous Data Management
Packet combining in sensor networks
Proceedings of the 3rd international conference on Embedded networked sensor systems
CenWits: a sensor-based loosely coupled search and rescue system using witnesses
Proceedings of the 3rd international conference on Embedded networked sensor systems
Proceedings of the 3rd international conference on Embedded networked sensor systems
DIST: a distributed spatio-temporal index structure for sensor networks
Proceedings of the 14th ACM international conference on Information and knowledge management
Improving key predistribution with deployment knowledge in static sensor networks
ACM Transactions on Sensor Networks (TOSN)
On Distributed Fault-Tolerant Detection in Wireless Sensor Networks
IEEE Transactions on Computers
eSENSE: energy efficient stochastic sensing framework scheme for wireless sensor platforms
Proceedings of the 5th international conference on Information processing in sensor networks
Trio: enabling sustainable and scalable outdoor wireless sensor network deployments
Proceedings of the 5th international conference on Information processing in sensor networks
System software techniques for low-power operation in wireless sensor networks
ICCAD '05 Proceedings of the 2005 IEEE/ACM International conference on Computer-aided design
GLONEMO: global and accurate formal models for the analysis of ad-hoc sensor networks
InterSense '06 Proceedings of the first international conference on Integrated internet ad hoc and sensor networks
Telos: enabling ultra-low power wireless research
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
MoteLab: a wireless sensor network testbed
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Adaptive Electrocardiogram Feature Extraction on Distributed Embedded Systems
IEEE Transactions on Parallel and Distributed Systems
Transport layer approaches for improving idle energy in challenged sensor networks
Proceedings of the 2006 SIGCOMM workshop on Challenged networks
Low power light-weight embedded systems
Proceedings of the 2006 international symposium on Low power electronics and design
Data compression algorithms for energy-constrained devices in delay tolerant networks
Proceedings of the 4th international conference on Embedded networked sensor systems
Energy-balancing multipath routing protocol for wireless sensor networks
QShine '06 Proceedings of the 3rd international conference on Quality of service in heterogeneous wired/wireless networks
Efficient indexing data structures for flash-based sensor devices
ACM Transactions on Storage (TOS)
Computer Networks: The International Journal of Computer and Telecommunications Networking
Design, Analysis and Performance Evaluation of Group Key Establishment in Wireless Sensor Networks
Electronic Notes in Theoretical Computer Science (ENTCS)
Micro power meter for energy monitoring of wireless sensor networks at scale
Proceedings of the 6th international conference on Information processing in sensor networks
Minimum power configuration for wireless communication in sensor networks
ACM Transactions on Sensor Networks (TOSN)
UCC: update-conscious compilation for energy efficiency in wireless sensor networks
Proceedings of the 2007 ACM SIGPLAN conference on Programming language design and implementation
Microhash: an efficient index structure for fash-based sensor devices
FAST'05 Proceedings of the 4th conference on USENIX Conference on File and Storage Technologies - Volume 4
VMNet: Realistic Emulation of Wireless Sensor Networks
IEEE Transactions on Parallel and Distributed Systems
Energy-efficient transmission of wavelet-based images in wireless sensor networks
Journal on Image and Video Processing
SEEM: Secure and energy-efficient multipath routing protocol for wireless sensor networks
Computer Communications
Service-oriented sensor-actuator networks: Promises, challenges, and the road ahead
Computer Communications
A random perturbation-based scheme for pairwise key establishment in sensor networks
Proceedings of the 8th ACM international symposium on Mobile ad hoc networking and computing
A random perturbation-based scheme for pairwise key establishment in sensor networks
Proceedings of the 8th ACM international symposium on Mobile ad hoc networking and computing
BiSNET: A biologically-inspired middleware architecture for self-managing wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
A virtual infrastructure for large-scale wireless sensor networks
Computer Communications
Probabilistic wakeup: adaptive duty cycling for energy-efficient event detection
Proceedings of the 10th ACM Symposium on Modeling, analysis, and simulation of wireless and mobile systems
Meeting lifetime goals with energy levels
Proceedings of the 5th international conference on Embedded networked sensor systems
Simulation-based augmented reality for sensor network development
Proceedings of the 5th international conference on Embedded networked sensor systems
Energy-efficient on-demand reprogramming of large-scale sensor networks
ACM Transactions on Sensor Networks (TOSN)
Efficient gathering of correlated data in sensor networks
ACM Transactions on Sensor Networks (TOSN)
Aggregation methods for large-scale sensor networks
ACM Transactions on Sensor Networks (TOSN)
Optimal cluster-head deployment in wireless sensor networks with redundant link requirements
Proceedings of the 2nd international conference on Performance evaluation methodologies and tools
Secure multi-hop network programming with multiple one-way key chains
WiSec '08 Proceedings of the first ACM conference on Wireless network security
Bandwidth-constrained queries in sensor networks
The VLDB Journal — The International Journal on Very Large Data Bases
Cryptanalysis of an elliptic curve cryptosystem for wireless sensor networks
International Journal of Security and Networks
Hardware support for a wireless sensor network virtual machine
Proceedings of the 1st international conference on MOBILe Wireless MiddleWARE, Operating Systems, and Applications
An energy-aware co-simulation framework for the design of wireless sensor networks
Proceedings of the 18th ACM Great Lakes symposium on VLSI
A fault tolerant and energy efficient routing protocol for urban sensor networks
Proceedings of the 2nd international conference on Scalable information systems
When Timing Matters: Enabling Time Accurate and Scalable Simulation of Sensor Network Applications
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
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
DW-MAC: a low latency, energy efficient demand-wakeup MAC protocol for wireless sensor networks
Proceedings of the 9th ACM international symposium on Mobile ad hoc networking and computing
Accurate and scalable simulation of network of heterogeneous sensor devices
Journal of Signal Processing Systems - Special Issue: Embedded computing systems for DSP
Extension of pairwise broadcast clock synchronization for multicluster sensor networks
EURASIP Journal on Advances in Signal Processing
Lustre as a System Modeling Language: Lussensor, a Case-Study with Sensor Networks
Electronic Notes in Theoretical Computer Science (ENTCS)
Proceedings of the 6th international conference on Mobile systems, applications, and services
Energy-efficient image transmission in sensor networks
International Journal of Sensor Networks
Efficient corona training protocols for sensor networks
Theoretical Computer Science
Implementing public-key infrastructure for sensor networks
ACM Transactions on Sensor Networks (TOSN)
Location-unaware coverage in wireless sensor networks
Ad Hoc Networks
Applying passive RFID system to wireless headphones for extreme low power consumption
Proceedings of the 45th annual Design Automation Conference
An Adaptive Data Dissemination Strategy for Wireless Sensor Networks
International Journal of Distributed Sensor Networks - Heterogenous Wireless Ad Hoc and Sensor Networks
Consistency-driven data quality management of networked sensor systems
Journal of Parallel and Distributed Computing
OS-based sensor node platform and energy estimation model for health-care wireless sensor networks
Proceedings of the conference on Design, automation and test in Europe
Modelling & simulation oriented components of wireless sensor network using DEVS formalism
SpringSim '07 Proceedings of the 2007 spring simulation multiconference - Volume 2
Automatic Power Model Generation for Sensor Network Simulator
ICESS '07 Proceedings of the 3rd international conference on Embedded Software and Systems
An Energy-Efficient and Traffic-Aware CSMA/CA Algorithm for LR-WPAN
ICESS '07 Proceedings of the 3rd international conference on Embedded Software and Systems
Unsupervised Outlier Detection in Sensor Networks Using Aggregation Tree
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
Early Prototyping of Wireless Sensor Network Algorithms in PVS
SAFECOMP '08 Proceedings of the 27th international conference on Computer Safety, Reliability, and Security
Proceedings of the workshop on Real-world wireless sensor networks
Fine-grained energy profiling for power-aware application design
ACM SIGMETRICS Performance Evaluation Review
IEEE/ACM Transactions on Networking (TON)
Modeling the energy cost of applications on portable wireless devices
Proceedings of the 11th international symposium on Modeling, analysis and simulation of wireless and mobile systems
PowerTOSSIM z: realistic energy modelling for wireless sensor network environments
Proceedings of the 3nd ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks
A methodology for in-network evaluation of integrated logical-statistical models
Proceedings of the 6th ACM conference on Embedded network sensor systems
Resource aware programming in the Pixie OS
Proceedings of the 6th ACM conference on Embedded network sensor systems
Power aware simulation framework for wireless sensor networks and nodes
EURASIP Journal on Embedded Systems - C-Based Design of Heterogeneous Embedded Systems
Multiphase intrusion detection and revocation system for wireless sensor networks
International Journal of Communication Networks and Distributed Systems
Sensor node lifetime analysis: Models and tools
ACM Transactions on Sensor Networks (TOSN)
Dual wakeup design for wireless sensor networks
Computer Communications
Toward a Real and Remote Wireless Sensor Network Testbed
WASA '08 Proceedings of the Third International Conference on Wireless Algorithms, Systems, and Applications
Reducing Energy Consumption through the Union of Disjoint Set Forests Algorithm in Sensor Networks
Information Networking. Towards Ubiquitous Networking and Services
Journal of Network and Computer Applications
Accurate Network-Scale Power Profiling for Sensor Network Simulators
EWSN '09 Proceedings of the 6th European Conference on Wireless Sensor Networks
Design and implementation of distributed algorithms for WSN-based structural health monitoring
International Journal of Sensor Networks
A confidential and DoS-resistant multi-hop code dissemination protocol for wireless sensor networks
Proceedings of the second ACM conference on Wireless network security
Lightweight monitoring of sensor software
Proceedings of the 2009 ACM symposium on Applied Computing
Performance evaluation of wireless sensor network with hybrid channel access mechanism
Journal of Network and Computer Applications
Low-power electroencephalography sensing data RF transmission: hardware architecture and test
Proceedings of the 1st ACM international workshop on Medical-grade wireless networks
An online energy-efficient routing protocol with traffic load prospects in wireless sensor networks
International Journal of Sensor Networks
LazySync: A New Synchronization Scheme for Distributed Simulation of Sensor Networks
DCOSS '09 Proceedings of the 5th IEEE International Conference on Distributed Computing in Sensor Systems
Sensor-aided routing for mobile ad hoc networks
Proceedings of the 2009 International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly
A virtual platform for network experimentation
Proceedings of the 1st ACM workshop on Virtualized infrastructure systems and architectures
Towards update-conscious compilation for energy-efficient code dissemination in WSNs
ACM Transactions on Architecture and Code Optimization (TACO)
Improving the speed and scalability of distributed simulations of sensor networks
IPSN '09 Proceedings of the 2009 International Conference on Information Processing in Sensor Networks
On meeting lifetime goals and providing constant application quality
ACM Transactions on Sensor Networks (TOSN)
Error control in wireless sensor networks: a cross layer analysis
IEEE/ACM Transactions on Networking (TON)
An accelerator-based wireless sensor network processor in 130nm CMOS
CASES '09 Proceedings of the 2009 international conference on Compilers, architecture, and synthesis for embedded systems
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
Live photo mosaic with a group of wireless image sensors
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
Energy profiling for mPlatform
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
Energy-aware simulation for wireless sensor networks
SECON'09 Proceedings of the 6th Annual IEEE communications society conference on Sensor, Mesh and Ad Hoc Communications and Networks
Maximize the lifetime of a data-gathering wireless sensor network
SECON'09 Proceedings of the 6th Annual IEEE communications society conference on Sensor, Mesh and Ad Hoc Communications and Networks
CA-MAC: context adaptive MAC protocol for wireless sensor networks
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
CCNC'09 Proceedings of the 6th IEEE Conference on Consumer Communications and Networking Conference
Low-power TinyOS tuned processor platform for wireless sensor network motes
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Dynamic sleep time control in wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Versatile support for efficient neighborhood data sharing
EWSN'07 Proceedings of the 4th European conference on Wireless sensor networks
Model-based design exploration of wireless sensor node lifetimes
EWSN'07 Proceedings of the 4th European conference on Wireless sensor networks
Lightweight anomaly intrusion detection in wireless sensor networks
PAISI'07 Proceedings of the 2007 Pacific Asia conference on Intelligence and security informatics
A key management based on multiple regression in hierarchical sensor network
WISA'06 Proceedings of the 7th international conference on Information security applications: PartI
Network-adaptive management of computation energy in wireless sensor networks
Proceedings of the 2010 ACM Symposium on Applied Computing
Balancing security and energy consumption in wireless sensor networks
MSN'07 Proceedings of the 3rd international conference on Mobile ad-hoc and sensor networks
Efficient clustering for improving network performance in wireless sensor networks
EWSN'08 Proceedings of the 5th European conference on Wireless sensor networks
Information processing for live photo mosaic with a group of wireless image sensors
Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks
RaPTEX: Rapid prototyping tool for embedded communication systems
ACM Transactions on Sensor Networks (TOSN)
Analysis of power-aware buffering schemes in wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
TACO: tunable approximate computation of outliers in wireless sensor networks
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Energy Framework: an extensible framework for simulating battery consumption in wireless networks
Proceedings of the 3rd International ICST Conference on Simulation Tools and Techniques
Towards a taxonomy of simulation tools for wireless sensor networks
Proceedings of the 3rd International ICST Conference on Simulation Tools and Techniques
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Software-based remote code attestation in wireless sensor network
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Building performance measurement tools for wireless sensor network operating systems
Proceedings of the 7th International Conference on Advances in Mobile Computing and Multimedia
Reliable wireless broadcasting with near-zero feedback
INFOCOM'10 Proceedings of the 29th conference on Information communications
A distributed Wireless Sensor Network testbed with energy consumption estimation
International Journal of Ad Hoc and Ubiquitous Computing
On the scalability of expanding ring search for dense wireless sensor networks
Journal of Parallel and Distributed Computing
Quanto: tracking energy in networked embedded systems
OSDI'08 Proceedings of the 8th USENIX conference on Operating systems design and implementation
Message Batching in Wireless Sensor Networks--A Perturbation Analysis Approach
Discrete Event Dynamic Systems
Putting the software radio on a low-calorie diet
Hotnets-IX Proceedings of the 9th ACM SIGCOMM Workshop on Hot Topics in Networks
Accurate power-aware simulation of wireless sensor networks considering real-life application code
Proceedings of the 13th ACM international conference on Modeling, analysis, and simulation of wireless and mobile systems
Flexible energy-aware simulation of heterogeneous wireless sensor networks
Proceedings of the Conference on Design, Automation and Test in Europe
Leader election in anonymous radio networks: model checking energy consumption
ASMTA'10 Proceedings of the 17th international conference on Analytical and stochastic modeling techniques and applications
Optimized query routing trees for wireless sensor networks
Information Systems
Distributed and Parallel Databases
Power efficiency through tuple ranking in wireless sensor network monitoring
Distributed and Parallel Databases
Flexible online energy accounting in TinyOS
REALWSN'10 Proceedings of the 4th international conference on Real-world wireless sensor networks
On perimeter coverage in wireless sensor networks with minimum cost
International Journal of Sensor Networks
IEEE/ACM Transactions on Networking (TON)
Fine-grained power modeling for smartphones using system call tracing
Proceedings of the sixth conference on Computer systems
Processing continuous top-k data collection queries in lifetime-constrained wireless sensor networks
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
Multihop ACK-based greedy forwarding using expected transmission cost in wireless sensor networks
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
La Nina: framework in self-adaptive publish/subscribe middleware for wireless sensor networks
International Journal of Autonomous and Adaptive Communications Systems
A hybrid model for accurate energy analysis of WSN nodes
EURASIP Journal on Embedded Systems
Proceedings of the 3rd workshop on Biologically inspired algorithms for distributed systems
PERSEN: power-efficient logical ring based key management for clustered sensor networks
International Journal of Sensor Networks
Tracking a moving object via a sensor network with a partial information broadcasting scheme
Information Sciences: an International Journal
Adaptive image compression technique for wireless sensor networks
Computers and Electrical Engineering
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
Energy evaluations in wireless sensor networks: a reality check
Proceedings of the 14th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Impact of contention on performance of flows in multi-hop MAC protocol for sensor networks
Proceedings of the Second Symposium on Information and Communication Technology
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
Deterministic and energy-optimal wireless synchronization
DISC'11 Proceedings of the 25th international conference on Distributed computing
An efficient MAP classifier for sensornets
HiPC'06 Proceedings of the 13th international conference on High Performance Computing
Increasing lifetime of wireless sensor networks with energy-aware role-changing
SelfMan'06 Proceedings of the Second IEEE international conference on Self-Managed Networks, Systems, and Services
Gappa: gossip based multi-channel reprogramming for sensor networks
DCOSS'06 Proceedings of the Second IEEE international conference on Distributed Computing in Sensor Systems
MobiRoute: routing towards a mobile sink for improving lifetime in sensor networks
DCOSS'06 Proceedings of the Second IEEE international conference on Distributed Computing in Sensor Systems
Analysis of target detection performance for wireless sensor networks
DCOSS'05 Proceedings of the First IEEE international conference on Distributed Computing in Sensor Systems
Single-inductor fuel cell-Li ion charger-supply IC with nested hysteretic control
Analog Integrated Circuits and Signal Processing
A scalable energy efficient medium access control protocol for wireless sensor networks
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part II
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
ICDCIT'06 Proceedings of the Third international conference on Distributed Computing and Internet Technology
Transactions on Computational Science XV
A network and system level approach towards an accurate simulation of WSNs
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part II
Realistic simulation of energy consumption in wireless sensor networks
EWSN'12 Proceedings of the 9th European conference on Wireless Sensor Networks
Energy-Aware gas sensing using wireless sensor networks
EWSN'12 Proceedings of the 9th European conference on Wireless Sensor Networks
Optimizing event detection in low duty-cycled sensor networks
Wireless Networks
Performance evaluation of network lifetime spatial-temporal distribution for WSN routing protocols
Journal of Network and Computer Applications
Energy-Efficient Sensing with the Low Power, Energy Aware Processing (LEAP) Architecture
ACM Transactions on Embedded Computing Systems (TECS)
On the Impact of Manufacturing Process Variations on the Lifetime of Sensor Networks
ACM Transactions on Embedded Computing Systems (TECS)
Predicting the Long-Term Behavior of a Micro-Solar Power System
ACM Transactions on Embedded Computing Systems (TECS)
Survey: Distributed algorithm engineering for networks of tiny artifacts
Computer Science Review
SEPSen: semantic event processing at the sensor nodes for energy efficient wireless sensor networks
Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems
Near-optimal radio use for wireless network synchronization
Theoretical Computer Science
An enhanced simulation tool for shimmer mote
Proceedings of the 2011 Summer Computer Simulation Conference
Empowering developers to estimate app energy consumption
Proceedings of the 18th annual international conference on Mobile computing and networking
A testbed for measuring battery discharge behavior
Proceedings of the seventh ACM international workshop on Wireless network testbeds, experimental evaluation and characterization
Efficient data aggregation with in-network integrity control for WSN
Journal of Parallel and Distributed Computing
Conformance testing for cyber-physical systems
ACM Transactions on Embedded Computing Systems (TECS)
Fast and reliable data forwarding in low-duty-cycle wireless sensor networks
ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part III
A practical theory of micro-solar power sensor networks
ACM Transactions on Sensor Networks (TOSN)
Evaluating the energy-efficiency of key exchange protocols in wirelesssensor networks
Proceedings of the 7th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks
An algorithmic strategy for in-network distributed spatial analysis in wireless sensor networks
Journal of Parallel and Distributed Computing
An integrated and flexible scheduler for sensor grids
UIC'07 Proceedings of the 4th international conference on Ubiquitous Intelligence and Computing
Prius: generic hybrid trace compression for wireless sensor networks
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
Reliable rateless wireless broadcasting with near-zero feedback
IEEE/ACM Transactions on Networking (TON)
ROCRSSI++: An Efficient Localization Algorithm for Wireless Sensor Networks
International Journal of Adaptive, Resilient and Autonomic Systems
Algorithms to Minimize Data Transfer for Code Update on Wireless Sensor Network
Journal of Signal Processing Systems
Energy-efficient sampling of networked control systems over IEEE 802.15.4 wireless networks
Automatica (Journal of IFAC)
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
On compressing data in wireless sensor networks for energy efficiency and real time delivery
Distributed and Parallel Databases
Energy consumption monitoring for sensor nodes in SNAP
International Journal of Sensor Networks
Proceedings of the 8th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks
In-network approximate computation of outliers with quality guarantees
Information Systems
Modeling and implementation of energy neutral sensing systems
Proceedings of the 1st International Workshop on Energy Neutral Sensing Systems
Dynamic profiling and fuzzy-logic-based optimization of sensor network platforms
ACM Transactions on Embedded Computing Systems (TECS)
An efficient code update solution for wireless sensor network reprogramming
Proceedings of the Eleventh ACM International Conference on Embedded Software
Analog Integrated Circuits and Signal Processing
Journal of Systems Architecture: the EUROMICRO Journal
Towards Fault-Tolerant Fine-Grained Data Access Control for Smart Grid
Wireless Personal Communications: An International Journal
Hi-index | 0.01 |
Developing sensor network applications demands a new set of tools to aid programmers. A number of simulation environments have been developed that provide varying degrees of scalability, realism, and detail for understanding the behavior of sensor networks. To date, however, none of these tools have addressed one of the most important aspects of sensor application design: that of power consumption. While simple approximations of overall power usage can be derived from estimates of node duty cycle and communication rates, these techniques often fail to capture the detailed, low-level energy requirements of the CPU, radio, sensors, and other peripherals. In this paper, we present, a scalable simulation environment for wireless sensor networks that provides an accurate, per-node estimate of power consumption. PowerTOSSIM is an extension to TOSSIM, an event-driven simulation environment for TinyOS applications. In PowerTOSSIM, TinyOS components corresponding to specific hardware peripherals (such as the radio, EEPROM, LEDs, and so forth) are instrumented to obtain a trace of each device's activity during the simulation runPowerTOSSIM employs a novel code-transformation technique to estimate the number of CPU cycles executed by each node, eliminating the need for expensive instruction-level simulation of sensor nodes. PowerTOSSIM includes a detailed model of hardware energy consumption based on the Mica2 sensor node platform. Through instrumentation of actual sensor nodes, we demonstrate that PowerTOSSIM provides accurate estimation of power consumption for a range of applications and scales to support very large simulations.