Search Results - "Distributed source coding"

Neural Distributed Source Coding by Whang, Jay, Nagle, Alliot, Acharya, Anish, Kim, Hyeji, Dimakis, Alexandros G.

“…We consider the Distributed Source Coding (DSC) problem concerning the task of encoding an input in the absence of correlated side information that is only available to the decoder…”
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Distributed source coding : theory, algorithms, and applications by Dragotti, Pier Luigi, Gastpar, Michael

“…The advent of wireless sensor technology and ad-hoc networks has made DSC a major field of interest. Edited and written by the leading players in the field,…”
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Federated Learning with Lossy Distributed Source Coding: Analysis and Optimization by Yang, Huiyuan, Ding, Tian, Yuan, Xiaojun

“…Recently, federated learning (FL), which replaces data sharing with model sharing, has emerged as an efficient and privacy-friendly machine learning (ML)…”
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Rate-adaptive codes for distributed source coding by Varodayan, David, Aaron, Anne, Girod, Bernd

“…Source coding with correlated decoder side information is considered. We impose the practical constraint that the encoder be unaware of even the statistical…”
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A New Achievable Rate-Distortion Region for Distributed Source Coding by Shirani, Farhad, Pradhan, S. Sandeep

“…In this work, lossy distributed compression of a pair of correlated sources is considered. Conventionally, Shannon's random coding arguments - using randomly…”
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Lattice-Based Robust Distributed Source Coding by Elzouki, Dania, Dumitrescu, Sorina, Chen, Jun

“…In this paper, we propose a lattice-based robust distributed source coding system for two correlated sources and provide a detailed performance analysis under the high resolution assumption…”
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Revisiting Distributed Source Coding for Expedited Downlink Transmission in Coded Edge Computing by Hu, Rong, He, Xiaofan, Dai, Huaiyu

“…, due to task encoding. With this consideration, a novel distributed source coding (DSC)-assisted downlink transmission scheme is proposed in this work for coded…”
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Some Results on Distributed Source Coding for Interactive Function Computation by Nan Ma, Ishwar, P.

“…A two-terminal interactive distributed source coding problem with alternating messages for function computation at both locations is studied…”
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Enhancing Distributed Source Coding With Encoder-Centric Frequency Adaptation and Spatial Transformation by Xu, Hao, Tan, Bin, Chen, Yihao, Hu, Die, Wu, Jun

“…Current methodologies in distributed source coding have predominantly investigated decoder-focused strategies, emphasizing the alignment and exploitation of side information…”
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Robust Distributed Source Coding by Jun Chen, Berger, T.

“…We consider a distributed source coding system in which several observations must be encoded separately and communicated to the decoder by using limited transmission rate…”
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A Sampling-based Distributed Source Coding Scheme by Mo, H, Chen, J, Li, J, Zhao, M

“…In many practical distributed source coding (DSC) schemes that apply channel coding and iterative decoding, correlation estimation provides the likelihood information about the source bits to initialize the decoding algorithms…”
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Distributed source coding using syndromes (DISCUS): design and construction by Pradhan, S.S., Ramchandran, K.

“… We provide a constructive practical framework based on algebraic trellis codes dubbed as DIstributed Source Coding Using Syndromes (DISCUS…”
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Distributed source coding for utilization of inter/intra source correlation by Mo, Hong, Chen, Jianhua, Lang, Xun, Li, Jingjian

“…In many practical distributed source coding (DSC) applications, correlation information plays several important roles at decoding, which provides the prior knowledge of the source statistics for the decoding algorithms to start work…”
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Lattice-Based Robust Distributed Source Coding for Three Correlated Sources by Dumitrescu, Sorina, Elzouki, Dania, Chen, Jun

“…The problem of robust distributed source coding for three correlated sources is studied in this work…”
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LDPC Code-Based Distributed Source Coding With an Efficient Message Passing Mechanism for the Compression of Correlated Image Sources by Mo, Hong, Chen, Jianhua

“…Different from traditional source coding techniques, distributed source coding (DSC) techniques rely on independent encoding at the encoding end but joint decoding at the decoding end to compress image sources which exhibit correlation…”
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Adaptive Distributed Source Coding by Varodayan, D., Yao-Chung Lin, Girod, B.

“…We consider distributed source coding in the presence of hidden variables that parameterize the statistical dependence among sources…”
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Secure and Private Distributed Source Coding With Private Keys and Decoder Side Information by Gunlu, Onur, Schaefer, Rafael F., Boche, Holger, Poor, H. Vincent

“…The distributed source coding problem is extended by positing that noisy measurements of a remote source are the correlated random variables that should be reconstructed at another terminal…”
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Indirect and Direct Gaussian Distributed Source Coding Problems by Oohama, Yasutada

“…We consider the distributed source coding system of L correlated Gaussian sources Y l , l = 1, 2…”
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Image Authentication Using Distributed Source Coding by Yao-Chung Lin, Varodayan, David, Girod, Bernd

“…We present a novel approach using distributed source coding for image authentication…”
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Effective Energy Adaptive and Consumption in Wireless Sensor Network Using Distributed Source Coding and Sampling Techniques by Manikandan, S., Chinnadurai, M.

“…Multimedia is the process of handling multiple medium of messages over network with high rate data services in wireless cellular area networks. Communication…”
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