Distributed Assignment Algorithms for Multihop Packet Radio Networks
IEEE Transactions on Computers
JPEG 2000: Image Compression Fundamentals, Standards and Practice
JPEG 2000: Image Compression Fundamentals, Standards and Practice
Algorithms on Trees and Graphs
Algorithms on Trees and Graphs
Energy-Efficient Communication Protocol for Wireless Microsensor Networks
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 8 - Volume 8
Gathering correlated data in sensor networks
Proceedings of the 2004 joint workshop on Foundations of mobile computing
An architecture for distributed wavelet analysis and processing in sensor networks
Proceedings of the 5th international conference on Information processing in sensor networks
Proceedings of the 5th international conference on Information processing in sensor networks
Approximate Data Collection in Sensor Networks using Probabilistic Models
ICDE '06 Proceedings of the 22nd International Conference on Data Engineering
Distributed wavelet compression algorithms for wireless sensor networks
Distributed wavelet compression algorithms for wireless sensor networks
Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting
IPSN '08 Proceedings of the 7th international conference on Information processing in sensor networks
The impact of spatial correlation on routing with compression in wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Energy-efficient graph-based wavelets for distributed coding in Wireless Sensor Networks
ICASSP '09 Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing
Adaptive distributed transforms for irregularly sampled Wireless Sensor Networks
ICASSP '09 Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
Tree-based wavelets for image coding: orthogonalization and tree selection
PCS'09 Proceedings of the 27th conference on Picture Coding Symposium
PAQ: time series forecasting for approximate query answering in sensor networks
EWSN'06 Proceedings of the Third European conference on Wireless Sensor Networks
Networked Slepian-Wolf: theory, algorithms, and scaling laws
IEEE Transactions on Information Theory
The Distributed Karhunen–Loève Transform
IEEE Transactions on Information Theory
Shallow water acoustic networks
IEEE Communications Magazine
IEEE Communications Magazine
Practical data compression in wireless sensor networks: A survey
Journal of Network and Computer Applications
An efficient compressive data gathering routing scheme for large-scale wireless sensor networks
Computers and Electrical Engineering
Compression in wireless sensor networks: A survey and comparative evaluation
ACM Transactions on Sensor Networks (TOSN)
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A general class of unidirectional transforms is presented that can be computed in a distributed manner along an arbitrary routing tree. Additionally, we provide a set of conditions under which these transforms are invertible. These transforms can be computed as data is routed towards the collection (or sink) node in the tree and exploit data correlation between nodes in the tree. Moreover, when used in wireless sensor networks, these transforms can also leverage data received at nodes via broadcast wireless communications. Various constructions of unidirectional transforms are also provided for use in data gathering in wireless sensor networks. New wavelet transforms are also proposed which provide significant improvements over existing unidirectional transforms.