Výsledky vyhledávání - distributed source coding

Distributed source coding : theory, algorithms, and applications Autor Dragotti, Pier Luigi, Gastpar, Michael

“… and implementers, researchers, and graduate students. This book gives a clear understanding of the performance limits of distributed source coders for specific classes…”
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Side information-based distributed source coding with low-density parity- check code Autor Chen, Hui

“…Considering the shortcomings of the existing Distributed Source Coding schemes on the bit error rate and the compression ratio, a side information-based distributed source coding scheme with Low…”
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Rate-adaptive codes for distributed source coding : Distributed source coding Autor VARODAYAN, David, AARON, Anne, GIROD, Bernd

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An Adaptive Distributed Source Coding Design for Distributed Learning Autor Zhang, Naifu, Tao, Meixia

“… In distributed learning, however, the model update is an indirect multi-terminal source coding problem, also called as the CEO problem…”
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Distributed and Cascade Lossy Source Coding With a Side Information "Vending Machine" Autor Ahmadi, Behzad, Simeone, Osvaldo

“…Source coding with a side information "vending machine" is a recently proposed framework in which the statistical relationship between the side information and the source, instead of being given…”
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Robust wireless video multicast based on a distributed source coding approach : Distributed source coding Autor TAGLIASACCHI, M, MAJUMDAR, A, RAMCHANDRAN, K, TUBARO, S

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Neural Distributed Source Coding Autor 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 using symbol-based and non-binary turbo codes – applications to wireless sensor networks Autor Zamani, M., Lahouti, F.

“…A simple but powerful scheme for distributed source coding (DSC) based on the concept of binning and syndromes and non traditional turbo codes is proposed…”
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Distributed source coding using short to moderate length rate-compatible LDPC codes: the entire Slepian-Wolf rate region Autor Sartipi, M., Fekri, F.

“…In this paper, we propose a scheme for distributed source coding of correlated sources using a single systematic LDPC code…”
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Federated Learning with Lossy Distributed Source Coding: Analysis and Optimization Autor 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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Distributed Source-Channel Coding Using Reduced-Complexity Syndrome-Based TTCM Autor Aljohani, Abdullah, Babar, Zunaira, Soon Xin Ng, Hanzo, Lajos

“…In the context of distributed joint source-channel coding, we conceive reduced-complexity turbo trellis coded modulation (TTCM…”
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Rate-adaptive codes for distributed source coding Autor 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 dependencies between source and side information…”
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A Joint Source-Channel Video Coding Scheme Based on Distributed Source Coding Autor Zhang, Yixuan, Zhu, Ce, Yap, Kim-Hui

“…Recently, several error resilient schemes have been proposed to tackle the error propagation problem in the motion-compensated predictive video coding based on a promising technique - distributed source coding (DSC…”
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A New Achievable Rate-Distortion Region for Distributed Source Coding Autor Shirani, Farhad, Pradhan, S. Sandeep

“…In this work, lossy distributed compression of a pair of correlated sources is considered…”
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Lattice-Based Robust Distributed Source Coding Autor 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 Autor 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 Autor 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 Autor 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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Distributed source coding for utilization of inter/intra source correlation Autor 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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Robust Distributed Source Coding Autor 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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