Text compression
Arithmetic coding for data compression
Communications of the ACM
Data compression via textual substitution
Journal of the ACM (JACM)
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
Design of an one-cycle decompression hardware for performance increase in embedded systems
Proceedings of the 39th annual Design Automation Conference
On the interdependence of routing and data compression in multi-hop sensor networks
Proceedings of the 8th annual international conference on Mobile computing and networking
A delay-tolerant network architecture for challenged internets
Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
An evaluation of multi-resolution storage for sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
LZW-Based Code Compression for VLIW Embedded Systems
Proceedings of the conference on Design, automation and test in Europe - Volume 3
The impact of spatial correlation on routing with compression in wireless sensor networks
Proceedings of the 3rd international symposium on Information processing in sensor networks
Simulating the power consumption of large-scale sensor network applications
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
Hardware design experiences in ZebraNet
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Energy aware lossless data compression
Proceedings of the 1st international conference on Mobile systems, applications and services
Erasure-coding based routing for opportunistic networks
Proceedings of the 2005 ACM SIGCOMM workshop on Delay-tolerant networking
IEEE Journal on Selected Areas in Communications
Middleware for long-term deployment of delay-tolerant sensor networks
Proceedings of the international workshop on Middleware for sensor networks
Energy-optimized image communication on resource-constrained sensor platforms
Proceedings of the 6th international conference on Information processing in sensor networks
Proceedings of the 5th international conference on Mobile systems, applications and services
Predicting link quality using supervised learning in wireless sensor networks
ACM SIGMOBILE Mobile Computing and Communications Review
Multi-user data sharing in radar sensor networks
Proceedings of the 5th international conference on Embedded networked sensor systems
ACM Transactions on Design Automation of Electronic Systems (TODAES)
QDSL: a queuing model for systems with differential service levels
SIGMETRICS '08 Proceedings of the 2008 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Robust and efficient aggregate query processing in wireless sensor networks
Mobile Networks and Applications
Fault-Tolerant Compression Algorithms for Delay-Sensitive Sensor Networks with Unreliable Links
DCOSS '08 Proceedings of the 4th IEEE international conference on Distributed Computing in Sensor Systems
Profiling of lossless-compression algorithms for a novel biomedical-implant architecture
CODES+ISSS '08 Proceedings of the 6th IEEE/ACM/IFIP international conference on Hardware/Software codesign and system synthesis
Design, implementation, and evaluation of EnviroMic: A storage-centric audio sensor network
ACM Transactions on Sensor Networks (TOSN)
Energy and performance evaluation of lossless file data compression on server systems
SYSTOR '09 Proceedings of SYSTOR 2009: The Israeli Experimental Systems Conference
Improving Energy-Efficiency of Grid Computing Clusters
GPC '09 Proceedings of the 4th International Conference on Advances in Grid and Pervasive Computing
Dynamic data compression in multi-hop wireless networks
Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
DCOSS '09 Proceedings of the 5th IEEE International Conference on Distributed Computing in Sensor Systems
Energy efficient sensor data logging with amnesic flash storage
IPSN '09 Proceedings of the 2009 International Conference on Information Processing in Sensor Networks
TOSThreads: thread-safe and non-invasive preemption in TinyOS
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
Self-adapting service level in Java enterprise edition
Proceedings of the 10th ACM/IFIP/USENIX International Conference on Middleware
Energy-efficient image compression for resource-constrained platforms
IEEE Transactions on Image Processing
Enabling data-centric energy-fidelity scalability in wireless body area sensor networks
BodyNets '09 Proceedings of the Fourth International Conference on Body Area Networks
Adaptive lossless compression in wireless body sensor networks
BodyNets '09 Proceedings of the Fourth International Conference on Body Area Networks
Stream-oriented lossless packet compression in wireless sensor networks
SECON'09 Proceedings of the 6th Annual IEEE communications society conference on Sensor, Mesh and Ad Hoc Communications and Networks
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
Energy-efficient node-level compression arbitration for wireless sensor networks
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 1
Distributed recognition of human actions using wearable motion sensor networks
Journal of Ambient Intelligence and Smart Environments
Information Sciences: an International Journal
Self-adaptation of service level in distributed systems
Software—Practice & Experience
EWSN'07 Proceedings of the 4th European conference on Wireless sensor networks
Programming storage-centric sensor networks with Squirrel
Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks
Modeling latency—lifetime trade-off for target detection in mobile sensor networks
ACM Transactions on Sensor Networks (TOSN)
Self-adapting service level in Java enterprise edition
Middleware'09 Proceedings of the ACM/IFIP/USENIX 10th international conference on Middleware
Evolution and sustainability of a wildlife monitoring sensor network
Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems
EWSN'11 Proceedings of the 8th European conference on Wireless sensor networks
Feasibility analysis of reconfigurable computing in low-power wireless sensor applications
ARC'11 Proceedings of the 7th international conference on Reconfigurable computing: architectures, tools and applications
CCS-MAC: Exploiting the overheard data for compression in wireless sensor networks
Computer Communications
Energy-aware data processing techniques for wireless sensor networks: a review
Transactions on large-scale data- and knowledge-centered systems III
An adaptive routing algorithm for grid wireless sensor networks
CIT'11 Proceedings of the 5th WSEAS international conference on Communications and information technology
Adaptive image compression technique for wireless sensor networks
Computers and Electrical Engineering
Low power hardware-based image compression solution for wireless camera sensor networks
Computer Standards & Interfaces
Practical data compression in wireless sensor networks: A survey
Journal of Network and Computer Applications
MobiCon: a mobile context-monitoring platform
Communications of the ACM
Trimming the tree: tailoring adaptive huffman coding to wireless sensor networks
EWSN'10 Proceedings of the 7th European conference on Wireless Sensor Networks
Efficient cross-correlation via sparse representation in sensor networks
Proceedings of the 11th international conference on Information Processing in Sensor Networks
Low power or high performance? a tradeoff whose time has come (and nearly gone)
EWSN'12 Proceedings of the 9th European conference on Wireless Sensor Networks
WILDSENSING: Design and deployment of a sustainable sensor network for wildlife monitoring
ACM Transactions on Sensor Networks (TOSN)
Application-Focused Energy-Fidelity Scalability for Wireless Motion-Based Health Assessment
ACM Transactions on Embedded Computing Systems (TECS) - Special Section on CAPA'09, Special Section on WHS'09, and Special Section VCPSS' 09
A survey of adaptive services to cope with dynamics in wireless self-organizing networks
ACM Computing Surveys (CSUR)
Distributed recognition of human actions using wearable motion sensor networks
Journal of Ambient Intelligence and Smart Environments
A new data aggregation scheme via adaptive compression for wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Prius: generic hybrid trace compression for wireless sensor networks
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
Reducing energy consumption with batched task executions
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
International Journal of Computer Applications in Technology
Data-Aware, resource-aware, lossless compression for sensor networks
EWSN'13 Proceedings of the 10th European conference on Wireless Sensor Networks
Volcanic earthquake timing using wireless sensor networks
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
Safe system-level concurrency on resource-constrained nodes
Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems
Compression in wireless sensor networks: A survey and comparative evaluation
ACM Transactions on Sensor Networks (TOSN)
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Sensor networks are fundamentally constrained by the difficulty and energy expense of delivering information from sensors to sink. Our work has focused on garnering additional significant energy improvements by devising computationally-efficient lossless compression algorithms on the source node. These reduce the amount of data that must be passed through the network and to the sink, and thus have energy benefits that are multiplicative with the number of hops the data travels through the network.Currently, if sensor system designers want to compress acquired data, they must either develop application-specific compression algorithms or use off-the-shelf algorithms not designed for resource-constrained sensor nodes. This paper discusses the design issues involved with implementing, adapting, and customizing compression algorithms specifically geared for sensor nodes. While developing Sensor LZW (S-LZW) and some simple, but effective, variations to this algorithm, we show how different amounts of compression can lead to energy savings on both the compressing node and throughout the network and that the savings depends heavily on the radio hardware. To validate and evaluate our work, we apply it to datasets from several different real-world deployments and show that our approaches can reduce energy consumption by up to a factor of 4.5X across the network.