Compression techniques for wireless sensor networks
Wireless sensor networks
Energy efficient routing with adaptive data fusion in sensor networks
DIALM-POMC '05 Proceedings of the 2005 joint workshop on Foundations of mobile computing
Universal distributed sensing via random projections
Proceedings of the 5th international conference on Information processing in sensor networks
Distributed cooperative processing and control over wireless sensor networks
Proceedings of the 2006 international conference on Wireless communications and mobile computing
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Separating distributed source coding from network coding
IEEE/ACM Transactions on Networking (TON) - Special issue on networking and information theory
Decentralized erasure codes for distributed networked storage
IEEE/ACM Transactions on Networking (TON) - Special issue on networking and information theory
Adaptive Data Fusion for Energy Efficient Routing in Wireless Sensor Networks
IEEE Transactions on Computers
Routing Correlated Data with Fusion Cost in Wireless Sensor Networks
IEEE Transactions on Mobile Computing
A general and optimal framework to achieve the entire rate region for Slepian-Wolf coding
Signal Processing - Special section: Distributed source coding
Rate-adaptive codes for distributed source coding
Signal Processing - Special section: Distributed source coding
Distributed coding of three binary and Gaussian correlated sources using punctured turbo codes
Signal Processing - Special section: Distributed source coding
Efficient wavelet-based predictive Slepian-Wolf coding for hyperspectral imagery
Signal Processing - Special section: Distributed source coding
Robust wireless video multicast based on a distributed source coding approach
Signal Processing - Special section: Distributed source coding
Information fusion for wireless sensor networks: Methods, models, and classifications
ACM Computing Surveys (CSUR)
An energy-efficient adaptive DSC scheme for wireless sensor networks
Signal Processing
An efficient SF-ISF approach for the Slepian-wolf source coding problem
EURASIP Journal on Applied Signal Processing
Distributed coding of highly correlated image sequences with motion-compensated temporal wavelets
EURASIP Journal on Applied Signal Processing
Distributed source coding techniques for lossless compression of hyperspectral images
EURASIP Journal on Applied Signal Processing
Immune system based distributed node and rate selection in wireless sensor networks
Proceedings of the 1st international conference on Bio inspired models of network, information and computing systems
International Journal of Sensor Networks
A simple distributed coding algorithm for sensor networks
MobiMedia '06 Proceedings of the 2nd international conference on Mobile multimedia communications
A Slepian-Wolf based cross layer scheme suitable to sensor networks
MobiMedia '06 Proceedings of the 2nd international conference on Mobile multimedia communications
Symmetric distributed coding of stereo omnidirectional images
Image Communication
Protection and retrieval of encrypted multimedia content: when cryptography meets signal processing
EURASIP Journal on Information Security
Channel Coding in the Presence of Side Information
Foundations and Trends in Communications and Information Theory
Energy conservation in wireless sensor networks: A survey
Ad Hoc Networks
Data fusion and topology control in wireless sensor networks
WSEAS Transactions on Signal Processing
A practical and efficient code design for distributed source coding using multilevel codes
Mobility '08 Proceedings of the International Conference on Mobile Technology, Applications, and Systems
Unequal error protection in distributed source coding for wireless sensor networks
Mobility '08 Proceedings of the International Conference on Mobile Technology, Applications, and Systems
An Application of Linear Codes to the Problem of Source Coding with Partial Side Information
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
On the Minimization of Communication Energy Consumption of Correlated Sensor Nodes
Wireless Personal Communications: An International Journal
Rendering-oriented decoding for a distributed multiview coding system using a coset code
Journal on Image and Video Processing - Special issue on distributed video coding
Error resilience in current distributed video coding architectures
Journal on Image and Video Processing - Special issue on distributed video coding
A flexible rate Slepian-Wolf code construction
IEEE Transactions on Communications
A channel coding approach for human authentication from gait sequences
IEEE Transactions on Information Forensics and Security
Distributed quantization over noisy channels
IEEE Transactions on Communications
IEEE Transactions on Signal Processing
Distributed source coding using raptor codes for hidden Markov sources
IEEE Transactions on Signal Processing
Distributed arithmetic coding for the Slepian-Wolf problem
IEEE Transactions on Signal Processing
Incremental distributed identification of Markov random field models in wireless sensor networks
IEEE Transactions on Signal Processing
Distributed predictive coding for spatio-temporally correlated sources
IEEE Transactions on Signal Processing
Rate-constrained collaborative noise reduction for wireless hearing aids
IEEE Transactions on Signal Processing
Cross-layer multirate interaction with distributed source coding in wireless sensor networks
IEEE Transactions on Wireless Communications
On the duality between Slepian-Wolf coding and channel coding under mismatched decoding
IEEE Transactions on Information Theory
Distributed source coding without Slepian-Wolf compression
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 2
On the redundancy of Slepian--Wolf coding
IEEE Transactions on Information Theory
Nonlinear coding and estimation for correlated data in wireless sensor networks
IEEE Transactions on Communications
The equivalence between Slepian-Wolf coding and channel coding under density evolution
IEEE Transactions on Communications
Compress-forward coding with BPSK modulation for the half-duplex Gaussian relay channel
IEEE Transactions on Signal Processing
Wyner-Ziv coding based on TCQ and LDPC codes
IEEE Transactions on Communications
Biometric template protection in multimodal authentication systems based on error correcting codes
Journal of Computer Security - EU-Funded ICT Research on Trust and Security
Robust distributed source coder design by deterministic annealing
IEEE Transactions on Signal Processing
Unequal error protection based on symmetric Slepian-Wolf coding in wireless sensor network
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Low-density graph codes that are optimal for binning and coding with side information
IEEE Transactions on Information Theory
LDPC code design for asynchronous Slepian-Wolf coding
IEEE Transactions on Communications
Secure client-side ST-DM watermark embedding
IEEE Transactions on Information Forensics and Security
Predictive modeling-based data collection in wireless sensor networks
EWSN'08 Proceedings of the 5th European conference on Wireless sensor networks
A note on information-theoretic secret key exchange over wireless channels
Allerton'09 Proceedings of the 47th annual Allerton conference on Communication, control, and computing
Distributed joint source-channel coding for functions over a multiple access channel
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Data acquisition through joint compressive sensing and principal component analysis
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Reliability and efficiency analysis of distributed source coding in wireless sensor networks
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Distributed source coding with cyclic codes and their duals
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Robust distributed multiview video compression for wireless camera networks
IEEE Transactions on Image Processing
Efficient compression of encrypted grayscale images
IEEE Transactions on Image Processing
On scalable distributed coding of correlated sources
IEEE Transactions on Signal Processing
A universal scheme for Wyner-Ziv coding of discrete sources
IEEE Transactions on Information Theory
Polar codes are optimal for lossy source coding
IEEE Transactions on Information Theory
Information-theoretically secret key generation for fading wireless channels
IEEE Transactions on Information Forensics and Security
IEEE Transactions on Wireless Communications
Exploiting multiple-antenna diversity for shared secret key generation in wireless networks
INFOCOM'10 Proceedings of the 29th conference on Information communications
Analysis of Wyner-Ziv quantizers for packet loss
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Brief paper: Min-max optimal data encoding and fusion in sensor networks
Automatica (Journal of IFAC)
Selective measurement transmission in distributed estimation with data association
IEEE Transactions on Signal Processing
Functional compression through graph coloring
IEEE Transactions on Information Theory
Automatic secret keys from reciprocal MIMO wireless channels: measurement and analysis
IEEE Transactions on Information Forensics and Security
Distributed object recognition via feature unmixing
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
Side information generation with auto regressive model for low-delay distributed video coding
Journal of Visual Communication and Image Representation
Information transmission and steganography
IWDW'05 Proceedings of the 4th international conference on Digital Watermarking
D-cast: DSC based soft mobile video broadcast
Proceedings of the 10th International Conference on Mobile and Ubiquitous Multimedia
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Rate-adaptive polar codes for distributed source coding
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication
Error-resilient and complexity-constrained distributed coding for large scale sensor networks
Proceedings of the 11th international conference on Information Processing in Sensor Networks
Distributed Video Coding: an overview of basics, research issues and solutions
International Journal of Ad Hoc and Ubiquitous Computing
Energy efficient authentication strategies for network coding
Concurrency and Computation: Practice & Experience
Limitations of generating a secret key using wireless fading under active adversary
IEEE/ACM Transactions on Networking (TON)
Compression in wireless sensor networks: A survey and comparative evaluation
ACM Transactions on Sensor Networks (TOSN)
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We address the problem of compressing correlated distributed sources, i.e., correlated sources which are not co-located or which cannot cooperate to directly exploit their correlation. We consider the related problem of compressing a source which is correlated with another source that is available only at the decoder. This problem has been studied in the information theory literature under the name of the Slepian-Wolf (1973) source coding problem for the lossless coding case, and as "rate-distortion with side information" for the lossy coding case. We provide a constructive practical framework based on algebraic trellis codes dubbed as DIstributed Source Coding Using Syndromes (DISCUS), that can be applicable in a variety of settings. Simulation results are presented for source coding of independent and identically distributed (i.i.d.) Gaussian sources with side information available at the decoder in the form of a noisy version of the source to be coded. Our results reveal the promise of this approach: using trellis-based quantization and coset construction, the performance of the proposed approach is 2-5 dB from the Wyner-Ziv (1976) bound.