Time synchronization in ad hoc networks
MobiHoc '01 Proceedings of the 2nd ACM international symposium on Mobile ad hoc networking & computing
Building efficient wireless sensor networks with low-level naming
SOSP '01 Proceedings of the eighteenth ACM symposium on Operating systems principles
A taxonomy of wireless micro-sensor network models
ACM SIGMOBILE Mobile Computing and Communications Review
A two-tier data dissemination model for large-scale wireless sensor networks
Proceedings of the 8th annual international conference on Mobile computing and networking
A coverage-preserving node scheduling scheme for large wireless sensor networks
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Infrastructure tradeoffs for sensor networks
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
GHT: a geographic hash table for data-centric storage
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Wireless sensor networks for habitat monitoring
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Connecting the Physical World with Pervasive Networks
IEEE Pervasive Computing
Time Synchronization for Wireless Sensor Networks
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
Data-centric storage in sensornets
ACM SIGCOMM Computer Communication Review
Dimensions: why do we need a new data handling architecture for sensor networks?
ACM SIGCOMM Computer Communication Review
Wireless sensor networks: a new regime for time synchronization
ACM SIGCOMM Computer Communication Review
Impala: a middleware system for managing autonomic, parallel sensor systems
Proceedings of the ninth ACM SIGPLAN symposium on Principles and practice of parallel programming
TAG: a Tiny AGgregation service for ad-hoc sensor networks
ACM SIGOPS Operating Systems Review - OSDI '02: Proceedings of the 5th symposium on Operating systems design and implementation
Fine-grained network time synchronization using reference broadcasts
ACM SIGOPS Operating Systems Review - OSDI '02: Proceedings of the 5th symposium on Operating systems design and implementation
The design of an acquisitional query processor for sensor networks
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Computation hierarchy for in-network processing
WSNA '03 Proceedings of the 2nd ACM international conference on Wireless sensor networks and applications
Data-centric storage in sensornets with GHT, a geographic hash table
Mobile Networks and Applications
Understanding packet delivery performance in dense wireless sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
An evaluation of multi-resolution storage for sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Spatiotemporal multicast in sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
The sensor spectrum: technology, trends, and requirements
ACM SIGMOD Record
IEEE Transactions on Computers
Exposing resource tradeoffs in region-based communication abstractions for sensor networks
ACM SIGCOMM Computer Communication Review
TSync: a lightweight bidirectional time synchronization service for wireless sensor networks
ACM SIGMOBILE Mobile Computing and Communications Review - Special issue on wireless pan & sensor networks
Sensing uncertainty reduction using low complexity actuation
Proceedings of the 3rd international symposium on Information processing in sensor networks
Set k-cover algorithms for energy efficient monitoring in wireless sensor networks
Proceedings of the 3rd international symposium on Information processing in sensor networks
SENS: A Sensor, Environment and Network Simulator
ANSS '04 Proceedings of the 37th annual symposium on Simulation
Intelligent fluid infrastructure for embedded networks
Proceedings of the 2nd international conference on Mobile systems, applications, and services
Habitat monitoring with sensor networks
Communications of the ACM - Wireless sensor networks
Performance aware tasking for environmentally powered sensor networks
Proceedings of the joint international conference on Measurement and modeling of computer systems
Reducing radio energy consumption of key management protocols for wireless sensor networks
Proceedings of the 2004 international symposium on Low power electronics and design
Analysis of wireless sensor networks for habitat monitoring
Wireless sensor networks
ASCENT: Adaptive Self-Configuring sEnsor Networks Topologies
IEEE Transactions on Mobile Computing
Power-efficient communication algorithms for wireless mobile sensor networks
PE-WASUN '04 Proceedings of the 1st ACM international workshop on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
A message-oriented middleware for sensor networks
MPAC '04 Proceedings of the 2nd workshop on Middleware for pervasive and ad-hoc computing
A sensor network application construction kit (SNACK)
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
A system for simulation, emulation, and deployment of heterogeneous sensor networks
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
An analysis of a large scale habitat monitoring application
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
A line in the sand: a wireless sensor network for target detection, classification, and tracking
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Military communications systems and technologies
BINOCULAR: a system monitoring framework
DMSN '04 Proceeedings of the 1st international workshop on Data management for sensor networks: in conjunction with VLDB 2004
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
Fine-grained network time synchronization using reference broadcasts
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
Hybrid sensor networks: a small world
Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing
iTPS: an improved location discovery scheme for sensor networks with long-range beacons
Journal of Parallel and Distributed Computing
Multiresolution storage and search in sensor networks
ACM Transactions on Storage (TOS)
Mining Temporal Moving Patterns in Object Tracking Sensor Networks
UDM '05 Proceedings of the International Workshop on Ubiquitous Data Management
Proceedings of the 3rd international conference on Embedded networked sensor systems
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
Mires: a publish/subscribe middleware for sensor networks
Personal and Ubiquitous Computing
Towards a debugging system for sensor networks
International Journal of Network Management
Exact and approximate balanced data gathering in energy-constrained sensor networks
Theoretical Computer Science - Algorithmic aspects of wireless sensor networks
Wireless sensor networks: from the laboratory to the field
dg.o '02 Proceedings of the 2002 annual national conference on Digital government research
An autonomic routing framework for sensor networks
Cluster Computing
TinyNode: a comprehensive platform for wireless sensor network applications
Proceedings of the 5th international conference on Information processing in sensor networks
Power-aware microsensor design
ICCAD '05 Proceedings of the 2005 IEEE/ACM International conference on Computer-aided design
Open problems in data collection networks
Proceedings of the 11th workshop on ACM SIGOPS European workshop
Using virtual markets to program global behavior in sensor networks
Proceedings of the 11th workshop on ACM SIGOPS European workshop
Proceedings of the 4th international conference on Mobile systems, applications and services
Optimal Transmission Range for Cluster-Based Wireless Sensor Networks With Mixed Communication Modes
WOWMOM '06 Proceedings of the 2006 International Symposium on on World of Wireless, Mobile and Multimedia Networks
MauveDB: supporting model-based user views in database systems
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Pairwise key establishment for large-scale sensor networks: from identifier-based to location-based
InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
Congestion Avoidance Based on Lightweight Buffer Management in Sensor Networks
IEEE Transactions on Parallel and Distributed Systems
Controllably Mobile Infrastructure for Low Energy Embedded Networks
IEEE Transactions on Mobile Computing
Computation hierarchy for in-network processing
Mobile Networks and Applications
Localized algorithm for aggregate fairness in wireless sensor networks
Proceedings of the 12th annual international conference on Mobile computing and networking
Context-aware multicast routing scheme for disruption tolerant networks
Proceedings of the 3rd ACM international workshop on Performance evaluation of wireless ad hoc, sensor and ubiquitous networks
CarTel: a distributed mobile sensor computing system
Proceedings of the 4th international conference on Embedded networked sensor systems
Capturing high-frequency phenomena using a bandwidth-limited sensor network
Proceedings of the 4th international conference on Embedded networked sensor systems
Ultra-low duty cycle MAC with scheduled channel polling
Proceedings of the 4th international conference on Embedded networked sensor systems
A service oriented architecture for wireless sensor and actor network applications
SAICSIT '06 Proceedings of the 2006 annual research conference of the South African institute of computer scientists and information technologists on IT research in developing countries
Network classless time protocol based on clock offset optimization
IEEE/ACM Transactions on Networking (TON)
Effective query aggregation for data services in sensor networks
Computer Communications
Energy and quality aware query processing in wireless sensor database systems
Information Sciences: an International Journal
Probabilistic region-based localization for wireless networks
ACM SIGMOBILE Mobile Computing and Communications Review
Wireless sensor networks: A survey on the state of the art and the 802.15.4 and ZigBee standards
Computer Communications
From wireless sensors to field mapping: Anatomy of an application for precision agriculture
Computers and Electronics in Agriculture
EmStar: a software environment for developing and deploying wireless sensor networks
ATEC '04 Proceedings of the annual conference on USENIX Annual Technical Conference
Programming sensor networks using abstract regions
NSDI'04 Proceedings of the 1st conference on Symposium on Networked Systems Design and Implementation - Volume 1
Decentralized, adaptive resource allocation for sensor networks
NSDI'05 Proceedings of the 2nd conference on Symposium on Networked Systems Design & Implementation - Volume 2
Mobile Element Scheduling with Dynamic Deadlines
IEEE Transactions on Mobile Computing
Lexicographic Maxmin Fairness for Data Collection in Wireless Sensor Networks
IEEE Transactions on Mobile Computing
Data Dissemination with Ring-Based Index for Wireless Sensor Networks
IEEE Transactions on Mobile Computing
Adaptive Triangular Deployment Algorithm for Unattended Mobile Sensor Networks
IEEE Transactions on Computers
Energy efficient strategies for object tracking in sensor networks: A data mining approach
Journal of Systems and Software
Preprocessing in a tiered sensor network for habitat monitoring
EURASIP Journal on Applied Signal Processing
Distributed clustering algorithms for data-gathering in wireless mobile sensor networks
Journal of Parallel and Distributed Computing
Fidelity and yield in a volcano monitoring sensor network
OSDI '06 Proceedings of the 7th symposium on Operating systems design and implementation
Exploring in-situ sensing irregularity in wireless sensor networks
Proceedings of the 5th international conference on Embedded networked sensor systems
Secure routing based on distributed key sharing in large-scale sensor networks
ACM Transactions on Embedded Computing Systems (TECS)
Avoid 'void' in geographic routing for data aggregation in sensor networks
International Journal of Ad Hoc and Ubiquitous Computing
A lightweight approach to mobile multicasting in Wireless Sensor Networks
International Journal of Ad Hoc and Ubiquitous Computing
International Journal of Sensor Networks
A survey and comparison on localisation algorithms for wireless ad hoc networks
International Journal of Mobile Communications
Coverage problems in wireless sensor networks: designs and analysis
International Journal of Sensor Networks
Knowledge Aquisition and Data Storage in Mobile GeoSensor Networks
GeoSensor Networks
FAW '08 Proceedings of the 2nd annual international workshop on Frontiers in Algorithmics
PWM encoding method for wireless communication in sensor networks
WSEAS Transactions on Circuits and Systems
A case for hybrid sensor networks
IEEE/ACM Transactions on Networking (TON)
Journal of Systems and Software
Location discovery for sensor networks with short range beacons
International Journal of Ad Hoc and Ubiquitous Computing
Network Lifetime Optimization by KKT Optimality Conditions in Wireless Sensor Networks
Wireless Personal Communications: An International Journal
A patrol grid protocol for mobile wireless sensor network
Proceedings of the 4th Annual International Conference on Wireless Internet
Application development using modeling and dynamical systems analysis
Proceedings of the 1st International Workshop on Context-Aware Middleware and Services: affiliated with the 4th International Conference on Communication System Software and Middleware (COMSWARE 2009)
Air-dropped sensor network for real-time high-fidelity volcano monitoring
Proceedings of the 7th international conference on Mobile systems, applications, and services
Automated meter reading system for heat costs allocation
WSEAS Transactions on Circuits and Systems
Context-aware multicast routing scheme for Disruption Tolerant Networks
International Journal of Ad Hoc and Ubiquitous Computing
Link layer behavior of body area networks at 2.4 GHz
Proceedings of the 15th annual international conference on Mobile computing and networking
A Shape Recognition Scheme for Wireless Sensor Networks Based on a Distance Field Method
ICA3PP '09 Proceedings of the 9th International Conference on Algorithms and Architectures for Parallel Processing
Toward hybrid WSN architectures for monitoring people at home
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Building programmable routing service for sensor networks
Computer Communications
A topology discovery algorithm for sensor network using smart antennas
Computer Communications
Expert Systems with Applications: An International Journal
Optimizing correlation structure of event services considering time and capacity constraints
IM'09 Proceedings of the 11th IFIP/IEEE international conference on Symposium on Integrated Network Management
Distributed activity recognition using key sensors
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 3
Wireless sensor networks for soil science
International Journal of Sensor Networks
Heartbeat of a nest: Using imagers as biological sensors
ACM Transactions on Sensor Networks (TOSN)
Energy-quality tradeoffs for target tracking in wireless sensor networks
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Characterization of location error in wireless sensor networks: analysis and applications
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Efficient skyline query processing in wireless sensor networks
Journal of Parallel and Distributed Computing
N-dimensional grid-based key predistribution in wireless sensor networks
ICCSA'07 Proceedings of the 2007 international conference on Computational science and Its applications - Volume Part II
Modeling latency—lifetime trade-off for target detection in mobile sensor networks
ACM Transactions on Sensor Networks (TOSN)
Network lifetime optimization in wireless sensor networks
IEEE Journal on Selected Areas in Communications - Special issue on simple wireless sensor networking solutions
Exploiting temporal stability and low-rank structure for localization in mobile networks
Proceedings of the sixteenth annual international conference on Mobile computing and networking
An efficient data-centric storage method using time parameter for sensor networks
Information Sciences: an International Journal
An energy efficient framework for mobile target tracking in sensor networks
MILCOM'03 Proceedings of the 2003 IEEE conference on Military communications - Volume I
Model-based object tracking in wireless sensor networks
Wireless Networks
Review: 3D geo-database research: Retrospective and future directions
Computers & Geosciences
A cluster-based algorithm for redundant nodes discovery in dense sensor networks
International Journal of Sensor Networks
QoS-energy aware broadcast for heterogeneous wireless ad hoc networks
Journal of Mobile Multimedia
Comparison of routing protocols for underwater sensor networks: a survey
International Journal of Communication Networks and Distributed Systems
A data recovery method for high accuracy in data centric storage schemes
ICHIT'11 Proceedings of the 5th international conference on Convergence and hybrid information technology
Convergence and performance analysis of leaderless synchronization in Wi-Fi networks
Proceedings of the 6th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks
Data muling with mobile phones for sensornets
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
Combining wireless sensor network with grid for intelligent city traffic
ACSAC'06 Proceedings of the 11th Asia-Pacific conference on Advances in Computer Systems Architecture
Algorithm for the predictive hibernation of sensor systems
UCS'06 Proceedings of the Third international conference on Ubiquitous Computing Systems
Associated load shedding strategies for computing multi-joins in sensor networks
DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications
Adaptive triangular deployment algorithm for unattended mobile sensor networks
DCOSS'05 Proceedings of the First 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
Computers & Mathematics with Applications
Power-Aware position vector routing for wireless sensor networks
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
Energy-Efficient target localization based on a prediction model
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
A light-weighted misused key detection in wireless sensor networks
ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part III
MetroTrack: predictive tracking of mobile events using mobile phones
DCOSS'10 Proceedings of the 6th IEEE international conference on Distributed Computing in Sensor Systems
A novel network coding scheme for data collection in WSNs with a mobile BS
DNIS'11 Proceedings of the 7th international conference on Databases in Networked Information Systems
Mobility-assisted minimum connected cover in a wireless sensor network
Journal of Parallel and Distributed Computing
Achieving long-term operation with a capacitor-driven energy storage and sharing network
ACM Transactions on Sensor Networks (TOSN)
Developing WSN-based traceability system for recirculation aquaculture
Mathematical and Computer Modelling: An International Journal
International Journal of Ad Hoc and Ubiquitous Computing
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As new fabrication and integration technologies reduce the cost and size of micro-sensors and wireless interfaces, it becomes feasible to deploy densely distributed wireless networks of sensors and actuators. These systems promise to revolutionize biological, earth, and environmental monitoring applications, providing data at granularities unrealizable by other means. In addition to the challenges of miniaturization, new system architectures and new network algorithms must be developed to transform the vast quantity of raw sensor data into a manageable stream of high-level data. To address this, we propose a tiered system architecture in which data collected at numerous, inexpensive sensor nodes is filtered by local processing on its way through to larger, more capable and more expensive nodes.We briefly Habitat monitoring as our motivating application and introduce initial system building blocks designed to support this application. The remainder of the paper presents details of our experimental platform.