Time-decaying sketches for sensor data aggregation
Proceedings of the twenty-sixth annual ACM symposium on Principles of distributed computing
Energy-efficient transmission of wavelet-based images in wireless sensor networks
Journal on Image and Video Processing
An Energy-Efficient Query Aggregation Scheme for Wireless Sensor Networks
ADHOC-NOW '08 Proceedings of the 7th international conference on Ad-hoc, Mobile and Wireless Networks
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
DWLT compression method based on MSVQ for a real-time ECG monitoring system in WSNs
Mobility '08 Proceedings of the International Conference on Mobile Technology, Applications, and Systems
Decentralized control of adaptive sampling in wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Cooperative caching for homogeneous wireless sensor networks
International Journal of Communication Networks and Distributed Systems
GAMPS: compressing multi sensor data by grouping and amplitude scaling
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Heavily Reducing WSNs' Energy Consumption by Employing Hardware-Based Compression
ADHOC-NOW '09 Proceedings of the 8th International Conference on Ad-Hoc, Mobile and Wireless Networks
QoS parameterization algorithm in data collection for wireless sensor networks
Proceedings of the 5th ACM symposium on QoS and security for wireless and mobile 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
WSNs for structural health monitoring of historical buildings
HSI'09 Proceedings of the 2nd conference on Human System Interactions
Information Sciences: an International Journal
Using packet combination in multi-query optimization for data collection in sensor networks
MSN'07 Proceedings of the 3rd international conference on Mobile ad-hoc and sensor networks
Authenticated data compression in delay tolerant wireless sensor networks
INSS'09 Proceedings of the 6th international conference on Networked sensing systems
Data filtering and dynamic sensing for continuous monitoring in wireless sensor networks
International Journal of Autonomous and Adaptive Communications Systems
Event reporting on continuous monitoring wireless sensor networks
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
A novel data compression method using improved JPEG-LS in wireless sensor networks
ICACT'10 Proceedings of the 12th international conference on Advanced communication technology
Time-decaying Sketches for Robust Aggregation of Sensor Data
SIAM Journal on Computing
Energy-aware data processing techniques for wireless sensor networks: a review
Transactions on large-scale data- and knowledge-centered systems III
Practical data compression in wireless sensor networks: A survey
Journal of Network and Computer Applications
Gathering sensor data in home networks with IPFIX
EWSN'10 Proceedings of the 7th European conference on Wireless Sensor Networks
Suppressing redundancy in wireless sensor network traffic
DCOSS'10 Proceedings of the 6th IEEE international conference on Distributed Computing in Sensor Systems
A survey of adaptive services to cope with dynamics in wireless self-organizing networks
ACM Computing Surveys (CSUR)
A new data aggregation scheme via adaptive compression for wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Energy consumption bounds analysis and its applications for grid based wireless sensor networks
Journal of Network and Computer Applications
International Journal of Computer Applications in Technology
Predictable Energy Aware Routing based on Dynamic Game Theory in Wireless Sensor Networks
Computers and Electrical Engineering
Compression in wireless sensor networks: A survey and comparative evaluation
ACM Transactions on Sensor Networks (TOSN)
A sensitive data aggregation scheme for body sensor networks based on data hiding
Personal and Ubiquitous Computing
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Wireless sensor networks (WSNs) are resource constraint: limited power supply, bandwidth for communication, processing speed, and memory space. One possible way of achieve maximum utilization of those resource is applying data compression on sensor data. Usually, processing data consumes much less power than transmitting data in wireless medium, so it is effective to apply data compression before transmitting data for reducing total power consumption by a sensor node. However, existing compression algorithms are not applicable for sensor nodes because of their limited resource. Therefore, some of compression algorithms, which have been specifically designed for WSNs, are presented in this paper: Coding by Ordering, Pipelined In-Network Compression, low-complexity video compression, and Distributed Compression.