Results 1 to 10 of about 151,482 (152)
Streamlined Genome Sequence Compression using Distributed Source Coding [PDF]
Cancer Informatics, 2014 We aim at developing a streamlined genome sequence compression algorithm to support alternative miniaturized sequencing devices, which have limited communication, storage, and computation power. Existing techniques that require heavy client (encoder side)
Shuang Wang +4 more
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D-DSC: Decoding Delay-based Distributed Source Coding for Internet of Sensing Things. [PDF]
PLoS ONE, 2018 Spatial correlation between densely deployed sensor nodes in a wireless sensor network (WSN) can be exploited to reduce the power consumption through a proper source coding mechanism such as distributed source coding (DSC).
Metin Aktas +3 more
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Source Symbol Purging-Based Distributed Conditional Arithmetic Coding
Entropy, 2021 A distributed arithmetic coding algorithm based on source symbol purging and using the context model is proposed to solve the asymmetric Slepian–Wolf problem.
Jingjian Li +4 more
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Robust Distributed Source Coding [PDF]
IEEE Transactions on Information Theory, 2008 We consider a distributed source coding system in which several observations are communicated to the decoder using limited transmission rate. The observations must be separately coded. We introduce a robust distributed coding scheme which flexibly trades off between system robustness and compression efficiency.
Toby Berger
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Polar codes for distributed source coding [PDF]
Electronics Letters, 2013 A polar coding method to construct a distributed source coding scheme which can achieve any point on the dominant face of the Slepian‐Wolf rate region for sources with uniform marginals is proposed.
exaly +7 more sources
Rate-Distortion Analysis of Distributed Indirect Source Coding [PDF]
EntropyMotivated by task-oriented semantic communication and distributed learning systems, this paper studies a distributed indirect source coding problem where M correlated sources are independently encoded for a central decoder.
Jiancheng Tang, Qianqian Yang
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Distributed Joint Source-Channel Coding in Wireless Sensor Networks
Sensors, 2009 Considering the fact that sensors are energy-limited and the wireless channel conditions in wireless sensor networks, there is an urgent need for a low-complexity coding method with high compression ratio and noise-resisted features.
Lin Zhang, Xuqi Zhu, Yu Liu
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Separating distributed source coding from network coding [PDF]
IEEE Transactions on Information Theory, 2006 This correspondence considers the problem of distributed source coding of multiple sources over a network with multiple receivers. Each receiver seeks to reconstruct all of the original sources. The work by Ho et al. 2004 demonstrates that random network coding can solve this problem at the potentially high cost of jointly decoding the source and the ...
P A Chou, A Ramamoorthy
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Neural Distributed Source Coding
IEEE Journal on Selected Areas in Information Theory, 2021 To be published in ...
Jay Whang +4 more
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Adaptive Distributed Source Coding [PDF]
IEEE Transactions on Image Processing, 2012 We consider distributed source coding in the presence of hidden variables that parameterize the statistical dependence among sources. We derive the Slepian-Wolf bound and devise coding algorithms for a block-candidate model of this problem. The encoder sends, in addition to syndrome bits, a portion of the source to the decoder uncoded as doping bits ...
David P. Varodayan +2 more
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