Detection of abrupt changes: theory and application
Detection of abrupt changes: theory and application
Wireless integrated network sensors
Communications of the ACM
Directed diffusion: a scalable and robust communication paradigm for sensor networks
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
System architecture directions for networked sensors
ASPLOS IX Proceedings of the ninth international conference on Architectural support for programming languages and operating systems
Geography-informed energy conservation for Ad Hoc routing
Proceedings of the 7th annual international conference on Mobile computing and networking
ASCENT: Adaptive Self-Configuring sEnsor Network Topologies
ACM SIGCOMM Computer Communication Review
Wake on wireless: an event driven energy saving strategy for battery operated devices
Proceedings of the 8th annual international conference on Mobile computing and networking
Wireless sensor networks for habitat monitoring
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Wireless sensor networks: a survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
Proceedings of the 10th international conference on Architectural support for programming languages and operating systems
Optimizing Sensor Networks in the Energy-Latency-Density Design Space
IEEE Transactions on Mobile Computing
Asynchronous wakeup for ad hoc networks
Proceedings of the 4th ACM international symposium on Mobile ad hoc networking & computing
Proceedings of the 4th ACM international symposium on Mobile ad hoc networking & computing
Energy-Efficient Communication Protocol for Wireless Microsensor Networks
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 8 - Volume 8
Combinatorial Designs: Constructions and Analysis
Combinatorial Designs: Constructions and Analysis
Distributed localization in wireless sensor networks: a quantitative comparison
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Wireless sensor networks
An adaptive energy-efficient MAC protocol for wireless sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Energy-efficient collision-free medium access control for wireless sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Minimum-energy asynchronous dissemination to mobile sinks in wireless sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Energy Efficient Data Collection in Distributed Sensor Environments
ICDCS '04 Proceedings of the 24th International Conference on Distributed Computing Systems (ICDCS'04)
A bit-map-assisted energy-efficient MAC scheme for wireless sensor networks
Proceedings of the 3rd international symposium on Information processing in sensor networks
Backcasting: adaptive sampling for sensor networks
Proceedings of the 3rd international symposium on Information processing in sensor networks
Flexible power scheduling for sensor networks
Proceedings of the 3rd international symposium on Information processing in sensor networks
Naps: scalable, robust topology management in wireless ad hoc networks
Proceedings of the 3rd international symposium on Information processing in sensor networks
Latency of wireless sensor networks with uncoordinated power saving mechanisms
Proceedings of the 5th ACM international symposium on Mobile ad hoc networking and computing
A message ferrying approach for data delivery in sparse mobile ad hoc networks
Proceedings of the 5th ACM international symposium on Mobile ad hoc networking and computing
Intelligent fluid infrastructure for embedded networks
Proceedings of the 2nd international conference on Mobile systems, applications, and services
A Wakeup Scheme for Sensor Networks: Achieving Balance between Energy Saving and End-to-end Delay
RTAS '04 Proceedings of the 10th IEEE Real-Time and Embedded Technology and Applications Symposium
Adaptive stream resource management using Kalman Filters
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Medium access control with coordinated adaptive sleeping for wireless sensor networks
IEEE/ACM Transactions on Networking (TON)
Spatio-temporal correlation: theory and applications for wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: In memroy of Olga Casals
Wireless sensor networks
Medium access control in wireless sensor networks
Wireless sensor networks
A survey of MAC protocols for sensor networks
Wireless sensor networks
Sensor network-based countersniper system
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Versatile low power media access for wireless sensor networks
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Random Asynchronous Wakeup Protocol for Sensor Networks
BROADNETS '04 Proceedings of the First International Conference on Broadband Networks
Networking issues in wireless sensor networks
Journal of Parallel and Distributed Computing
Prediction-based monitoring in sensor networks: taking lessons from MPEG
ACM SIGCOMM Computer Communication Review - Special issue on wireless extensions to the internet
RTSS '04 Proceedings of the 25th IEEE International Real-Time Systems Symposium
Exploiting Sink Mobility for Maximizing Sensor Networks Lifetime
HICSS '05 Proceedings of the Proceedings of the 38th Annual Hawaii International Conference on System Sciences - Volume 09
Guest Editors' Introduction: Energy Harvesting and Conservation
IEEE Pervasive Computing
Trading Latency for Energy in Wireless Ad Hoc Networks Using Message Ferrying
PERCOMW '05 Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications Workshops
Adaptive sampling for sensor networks
DMSN '04 Proceeedings of the 1st international workshop on Data management for sensor networks: in conjunction with VLDB 2004
PMAC: An Adaptive Energy-Efficient MAC Protocol for Wireless Sensor Networks
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 12 - Volume 13
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
TinyDB: an acquisitional query processing system for sensor networks
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2003
Radio-Triggered Wake-Up for Wireless Sensor Networks
Real-Time Systems
Topology control in wireless ad hoc and sensor networks
ACM Computing Surveys (CSUR)
Energy-Efficient Wakeup Scheduling for Maximizing Lifetime of IEEE 802.15.4 Networks
WICON '05 Proceedings of the First International Conference on Wireless Internet
Z-MAC: a hybrid MAC for wireless sensor networks
Proceedings of the 3rd international conference on Embedded networked sensor systems
Data collection, storage, and retrieval with an underwater sensor network
Proceedings of the 3rd international conference on Embedded networked sensor systems
Cyclops: in situ image sensing and interpretation in wireless sensor networks
Proceedings of the 3rd international conference on Embedded networked sensor systems
An integrated multi-modal sensor network for video surveillance
Proceedings of the third ACM international workshop on Video surveillance & sensor networks
Using buddies to live longer in a boring world
PERCOMW '06 Proceedings of the 4th annual IEEE international conference on Pervasive Computing and Communications Workshops
Deploying a Wireless Sensor Network on an Active Volcano
IEEE Internet Computing
Approximate Data Collection in Sensor Networks using Probabilistic Models
ICDE '06 Proceedings of the 22nd International Conference on Data Engineering
Wakeup scheduling in wireless sensor networks
Proceedings of the 7th ACM international symposium on Mobile ad hoc networking and computing
A new networking model for biological applications of ad hoc sensor networks
IEEE/ACM Transactions on Networking (TON)
Sensor Network Operations
MauveDB: supporting model-based user views in database systems
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Exploiting mobility for energy efficient data collection in wireless sensor networks
Mobile Networks and Applications
Towards optimal sleep scheduling in sensor networks for rare-event detection
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
A modular power-aware microsensor with 1000X dynamic power range
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Controllably Mobile Infrastructure for Low Energy Embedded Networks
IEEE Transactions on Mobile Computing
A utility-based sensing and communication model for a glacial sensor network
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
An energy-efficient querying framework in sensor networks for detecting node similarities
Proceedings of the 9th ACM international symposium on Modeling analysis and simulation of wireless and mobile systems
Sink mobility protocols for data collection in wireless sensor networks
Proceedings of the 4th ACM international workshop on Mobility management and wireless access
An adaptive and low-latency power management protocol for wireless sensor networks
Proceedings of the 4th ACM international workshop on Mobility management and wireless access
Wireless sensor networks for structural health monitoring
Proceedings of the 4th international conference on Embedded networked sensor systems
Spatial correlation-based collaborative medium access control in wireless sensor networks
IEEE/ACM Transactions on Networking (TON)
A survey on wireless multimedia sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Analytical modeling and mitigation techniques for the energy hole problem in sensor networks
Pervasive and Mobile Computing
Wireless sensor network localization techniques
Computer Networks: The International Journal of Computer and Telecommunications Networking
Distributed energy management algorithm for large-scale wireless sensor networks
Proceedings of the 8th ACM international symposium on Mobile ad hoc networking and computing
ASAP: An Adaptive Sampling Approach to Data Collection in Sensor Networks
IEEE Transactions on Parallel and Distributed Systems
Analysis of a Hybrid Access Scheme for Buffered Users-Probabilistic Time Division
IEEE Transactions on Software Engineering
Model-driven data acquisition in sensor networks
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Geographic Random Forwarding (GeRaF) for Ad Hoc and Sensor Networks: Multihop Performance
IEEE Transactions on Mobile Computing
Geographic Random Forwarding (GeRaF) for Ad Hoc and Sensor Networks: Energy and Latency Performance
IEEE Transactions on Mobile Computing
Online Filtering, Smoothing and Probabilistic Modeling of Streaming data
ICDE '08 Proceedings of the 2008 IEEE 24th International Conference on Data Engineering
FloodNet: coupling adaptive sampling with energy aware routing in a flood warning system
Journal of Computer Science and Technology
Understanding the real behavior of Mote and 802.11 ad hoc networks: an experimental approach
Pervasive and Mobile Computing
Crankshaft: an energy-efficient MAC-protocol for dense wireless sensor networks
EWSN'07 Proceedings of the 4th European conference on Wireless sensor networks
Using predictable observer mobility for power efficient design of sensor networks
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
An algorithm for reconnecting wireless sensor network partitions
EWSN'08 Proceedings of the 5th European conference on Wireless sensor networks
Network power scheduling for TinyOS applications
DCOSS'06 Proceedings of the Second IEEE international conference on Distributed Computing in Sensor Systems
Multiple controlled mobile elements (data mules) for data collection in sensor networks
DCOSS'05 Proceedings of the First IEEE international conference on Distributed Computing in Sensor Systems
PAQ: time series forecasting for approximate query answering in sensor networks
EWSN'06 Proceedings of the Third European conference on Wireless Sensor Networks
A measurement-based analysis of the interaction between network layers in TinyOS
EWSN'06 Proceedings of the Third European conference on Wireless Sensor Networks
A survey on power control issues in wireless sensor networks
IEEE Communications Surveys & Tutorials
In-network aggregation techniques for wireless sensor networks: a survey
IEEE Wireless Communications
Distributed source coding using syndromes (DISCUS): design and construction
IEEE Transactions on Information Theory
Emerging techniques for long lived wireless sensor networks
IEEE Communications Magazine
MAC protocols for wireless sensor networks: a survey
IEEE Communications Magazine
Mobility-based communication in wireless sensor networks
IEEE Communications Magazine
Sensor networks with mobile access: optimal random access and coding
IEEE Journal on Selected Areas in Communications
IEEE Journal on Selected Areas in Communications
Time synchronization in sensor networks: a survey
IEEE Network: The Magazine of Global Internetworking
EWSN '09 Proceedings of the 6th European Conference on Wireless Sensor Networks
Reliable and energy-efficient data collection in sparse sensor networks with mobile elements
Performance Evaluation
The MAC unreliability problem in IEEE 802.15.4 wireless sensor networks
Proceedings of the 12th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Performance evaluation of a selective cooperative scheme for wireless sensor networks
Proceedings of the 6th ACM symposium on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
Performance evaluation model of optimization methods for wireless sensor networks
WSEAS TRANSACTIONS on COMMUNICATIONS
A cross-layer approach and performance benchmarking in wireless sensor networks
SENSIG'09/VIS'09/MATERIALS'09 Proceedings of the 2nd WSEAS International Conference on Sensors, and Signals and Visualization, Imaging and Simulation and Materials Science
QoSNET: An integrated QoS network for routing protocols in large scale wireless sensor networks
Computer Communications
Smart applications for energy harvested WSNs
COMSNETS'10 Proceedings of the 2nd international conference on COMmunication systems and NETworks
A security analysis for wireless sensor mesh networks in highly critical systems
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Coalition formation for bearings-only localization in sensor networks: a cooperative game approach
IEEE Transactions on Signal Processing
A scalable and dynamic data aggregation aware routing protocol for wireless sensor networks
Proceedings of the 13th ACM international conference on Modeling, analysis, and simulation of wireless and mobile systems
Experimental analysis and characterization of a wireless sensor network environment
Proceedings of the 7th ACM workshop on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
Opportunistic routing in wireless sensor networks powered by ambient energy harvesting
Computer Networks: The International Journal of Computer and Telecommunications Networking
IEEE Transactions on Evolutionary Computation - Special issue on preference-based multiobjective evolutionary algorithms
Environmental sensor network for a pervasive learning space in a Finnish biosphere reserve
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
Lifetime based routing algorithm in emergency object tracking
WSEAS Transactions on Information Science and Applications
Simple wake-up radio prototype
Proceedings of the 6th Workshop on Hot Topics in Embedded Networked Sensors
Computers and Electronics in Agriculture
International Journal of Sensor Networks
Data Collection in Wireless Sensor Networks with Mobile Elements: A Survey
ACM Transactions on Sensor Networks (TOSN)
An Iterative Exact Solution for the Dual Power Management Problem in Wireless Sensor Network
Journal of Mathematical Modelling and Algorithms
Data-centered scheduling for addressing performance metrics on WSN
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
Cooperative STBC with fuzzy election applied to surveillance wireless video sensor networks
International Journal of Communication Networks and Distributed Systems
Overhearing for congestion avoidance in wireless sensor networks
ADHOC-NOW'11 Proceedings of the 10th international conference on Ad-hoc, mobile, and wireless networks
A survey on energy-efficient data management
ACM SIGMOD Record
Energy efficient constant cluster node scheduling protocol for wireless sensor networks
WSEAS TRANSACTIONS on COMMUNICATIONS
A framework for Resource-Aware Data Accumulation in sparse wireless sensor networks
Computer Communications
Research challenges towards the Future Internet
Computer Communications
Adaptive image compression technique for wireless sensor networks
Computers and Electrical Engineering
Practical data compression in wireless sensor networks: A survey
Journal of Network and Computer Applications
Average time synchronization in wireless sensor networks by pairwise messages
Computer Communications
Applying swarm intelligence to a novel congestion control approach for wireless sensor networks
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
Proceedings of the 2011 ACM Symposium on Research in Applied Computation
Energy-aware sparse approximation technique (EAST) for rechargeable wireless sensor networks
EWSN'10 Proceedings of the 7th European conference on Wireless Sensor Networks
An adaptive strategy for energy-efficient data collection in sparse wireless sensor networks
EWSN'10 Proceedings of the 7th European conference on Wireless Sensor Networks
Fine grained load balancing in multi-hop wireless networks
Journal of Parallel and Distributed Computing
A Survey of Green Mobile Networks: Opportunities and Challenges
Mobile Networks and Applications
Markovian agent modeling swarm intelligence algorithms in wireless sensor networks
Performance Evaluation
Improving lifetime routing algorithm with betweenness
AIC'10/BEBI'10 Proceedings of the 10th WSEAS international conference on applied informatics and communications, and 3rd WSEAS international conference on Biomedical electronics and biomedical informatics
Computer Networks: The International Journal of Computer and Telecommunications Networking
An energy balanced mobile agents based data dissemination protocol for wireless sensor networks
Proceedings of the 1st International Conference on Wireless Technologies for Humanitarian Relief
Hierarchical Ring-Based Data Gathering for Dense Wireless Sensor Networks
Wireless Personal Communications: An International Journal
Adaptive concentric chains protocol for energy efficient routing in wireless sensor networks
Wireless Communications & Mobile Computing
Cooperative Space-Time Block Codes for Wireless Video Sensor Networks
Wireless Personal Communications: An International Journal
Semantics-driven sensor configuration for energy reduction in medical sensor networks
Proceedings of the 2012 ACM/IEEE international symposium on Low power electronics and design
Greening wireless communications: Status and future directions
Computer Communications
Energy-efficient data reporting with sink mobility support in object tracking sensor networks
International Journal of Ad Hoc and Ubiquitous Computing
MULE-Based wireless sensor networks: probabilistic modeling and quantitative analysis
IFM'12 Proceedings of the 9th international conference on Integrated Formal Methods
Journal of Network and Computer Applications
Interference-free scheduling with bounded delay in cluster-tree wireless sensor networks
Proceedings of the 15th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Ego network models for Future Internet social networking environments
Computer Communications
Science of Computer Programming
On the performance evaluation of query-based wireless sensor networks
Performance Evaluation
Communication restoration within wireless sensor networks
Proceedings of the 10th International Conference on Advances in Mobile Computing & Multimedia
Sensor Networks in Pervasive Healthcare Computing
International Journal of Advanced Pervasive and Ubiquitous Computing
Proceedings of the 7th International Conference on Body Area Networks
A slot assignment algorithm based on nodes' residual energy
ICPCA/SWS'12 Proceedings of the 2012 international conference on Pervasive Computing and the Networked World
Congestion control in wireless sensor networks based on bird flocking behavior
Computer Networks: The International Journal of Computer and Telecommunications Networking
A non-volatile reconfigurable offloader for wireless sensor nodes
ACM SIGARCH Computer Architecture News - ACM SIGARCH Computer Architecture News/HEART '12
A case for centrally controlled wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Wireless Personal Communications: An International Journal
A game theory distributed approach for energy optimization in WSNs
ACM Transactions on Sensor Networks (TOSN)
Thermal-aware sensor scheduling for distributed estimation
ACM Transactions on Sensor Networks (TOSN)
Towards resource sharing in mobile device clouds: power balancing across mobile devices
Proceedings of the second ACM SIGCOMM workshop on Mobile cloud computing
A Co-optimization Routing Algorithm in Wireless Sensor Network
Wireless Personal Communications: An International Journal
Lifetime Optimization by Load-Balanced and Energy Efficient Tree in Wireless Sensor Networks
Mobile Networks and Applications
An efficient compressive data gathering routing scheme for large-scale wireless sensor networks
Computers and Electrical Engineering
Duty-cycle-aware minimum-energy multicasting in wireless sensor networks
IEEE/ACM Transactions on Networking (TON)
Prediction based quantile filter for top-k query processing in wireless sensor networks
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Nested block designs: Flexible and efficient schedule-based asynchronous duty cycling
Computer Networks: The International Journal of Computer and Telecommunications Networking
Energy efficient and reliable data delivery in urban sensing applications: A performance analysis
Computer Networks: The International Journal of Computer and Telecommunications Networking
A review of wireless sensors and networks' applications in agriculture
Computer Standards & Interfaces
International Journal of Communication Networks and Distributed Systems
Mobility Impact on Cluster Based MAC Layer Protocols in Wireless Sensor Networks
Wireless Personal Communications: An International Journal
A robust topology control solution for the sink placement problem in WSNs
Journal of Network and Computer Applications
International Journal of Measurement Technologies and Instrumentation Engineering
Petri net based evaluation of energy consumption in wireless sensor nodes
Journal of High Speed Networks
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In the last years, wireless sensor networks (WSNs) have gained increasing attention from both the research community and actual users. As sensor nodes are generally battery-powered devices, the critical aspects to face concern how to reduce the energy consumption of nodes, so that the network lifetime can be extended to reasonable times. In this paper we first break down the energy consumption for the components of a typical sensor node, and discuss the main directions to energy conservation in WSNs. Then, we present a systematic and comprehensive taxonomy of the energy conservation schemes, which are subsequently discussed in depth. Special attention has been devoted to promising solutions which have not yet obtained a wide attention in the literature, such as techniques for energy efficient data acquisition. Finally we conclude the paper with insights for research directions about energy conservation in WSNs.