Výsledky vyhledávání - Source coding for computing

On Linear Coding over Finite Rings and Applications to Computing Autor Huang, Sheng, Skoglund, Mikael

“… For application, we address the problem of source coding for computing, where the decoder…”
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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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Hypergraph-Based Source Codes for Function Computation Under Maximal Distortion Autor Basu, Sourya, Seo, Daewon, Varshney, Lav R.

“…This work investigates functional source coding problems with maximal distortion, motivated by approximate function computation in many modern applications…”
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A Study on the Joint Source-Channel Coding for Computing Functions: An Approach from a Dichotomy of Functions Autor Joki, Naruki, Kuzuoka, Shigeaki

“…In this paper, a problem of joint source-channel coding for computing functions of outputs from correlated sources is studied…”
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Side Information Design in Zero-Error Coding for Computing Autor Charpenay, Nicolas, Le Treust, Maël, Roumy, Aline

“…We investigate the zero-error coding for computing problems with encoder side information…”
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A Unified Random Coding Bound Autor Lee, Si-Hyeon, Chung, Sae-Young

“…In this paper, we prove a unified achievability bound that generalizes and improves random coding bounds for any combination of source coding, channel coding, joint source-channel coding, and coding…”
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Task-Oriented Source-Channel Coding Enabled Autonomous Driving Based on Edge Computing Autor Diao, Yufeng, Meng, Zhen, Xu, Xiangmin, She, Changyang, Zhao, Philip G.

“… In this paper, we propose a novel Task-oriented Source-Channel Coding (TSCC) framework that jointly optimizes source coding and channel coding in a task-oriented manner…”
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Revisiting Distributed Source Coding for Efficient Downlink Transmission in Coded Edge Computing Autor Hu, Rong, He, Xiaofan

“…), coded edge computing has emerged recently as an effective countermeasure by creating redundant computation using coding theory…”
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ICA based algorithms for computing optimal 1-D linear block transforms in variable high-rate source coding Autor Narozny, Michel, Barret, Michel, Pham, Dinh-Tuan

“…The Karhunen–Loève Transform (KLT) is optimal for transform coding of Gaussian sources, however, it is not optimal, in general, for non-Gaussian sources…”
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Network Coding for Computing: Cut-Set Bounds Autor Appuswamy, R, Franceschetti, M, Karamchandani, N, Zeger, K

“…". The network coding problem for a single-receiver network is a special case of the network computing problem in which all of the source messages must be reproduced at the receiver…”
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Computing polynomial functions of correlated sources: Inner bounds Autor Sheng Huang, Skoglund, M.

“…This paper considers the problem of source coding for computing functions of correlated i.i.d. random sources…”
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Interactive Source Coding for Function Computation in Collocated Networks Autor Ma, Nan, Ishwar, Prakash, Gupta, Piyush

“…A problem of interactive function computation in a collocated network is studied in a distributed block source coding framework…”
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On achievability of linear source coding over finite rings Autor Sheng Huang, Skoglund, Mikael

“…We propose using linear mappings over finite rings as encoders in the Slepian-Wolf and the source coding for computing problems…”
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Extreme flow decomposition for multi-source multicast with intra-session network coding Autor Zhang, Jianwei

“…) formulation for a multi-source multicast with intra-session network coding (MISNC) problem. However, it is still hard to solve using conventional methods due to the enormous scale of variables or constraints…”
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An one-time pad cryptographic algorithm with Huffman Source Coding based energy aware sensor node design Autor Saravanaselvan, A., Paramasivan, B.

“… Therefore, in this manuscript, One-Time Pad Cryptographic Algorithm with Huffman Source Coding Based Energy Aware sensor node Design is proposed (EA-SND-OTPCA-HSC…”
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Network Coding-Aware Routing in Wireless Networks Autor Sengupta, S, Rayanchu, S, Banerjee, S

“… We make two key contributions. First, we obtain a theoretical formulation for computing the throughput of network coding on any wireless network topology and any pattern of concurrent unicast traffic sessions…”
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Infinite-message distributed source coding for two-terminal interactive computing Autor Nan Ma, Ishwar, P.

“…A two-terminal interactive function computation problem with alternating messages is studied within the framework of distributed block source coding theory…”
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Cooperative Learning VIA Federated Distillation OVER Fading Channels Autor Ahn, Jin-Hyun, Simeone, Osvaldo, Kang, Joonhyuk

“… coding and of over-the-air computing strategies based on analog joint source-channel coding. It is shown that the enhanced version FD has the potential to significantly outperform FL in the presence of limited spectral resources…”
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When analog meets digital: Source-Encoded Physical-Layer Network Coding Autor Naves, Raphaël, Jakllari, Gentian, Khalifé, Hicham, Conan, Vania, Beylot, André-Luc

“…We revisit Physical-Layer Network Coding (PLNC) in order to integrate this interference management technique in multi-hop wireless networks…”
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Adaptive Joint Lossy Source-Channel Coding for Multihop IoT Networks Autor Chen, Daijie, Zhao, Dan, Qian, Zhixiang

“… Specifically, we consider an adaptive joint lossy source-channel coding (JLSCC) system, where the energy efficiency and reliability performances…”
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