Výsledky vyhledávání - "Joint source-channel coding"

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  1. 1

    DeepJSCC-f: Deep Joint Source-Channel Coding of Images With Feedback Autor Kurka, David Burth, Gunduz, Deniz

    ISSN: 2641-8770, 2641-8770
    Vydáno: Piscataway IEEE 01.05.2020
    “…; however, there are no known practical joint source-channel coding (JSCC) schemes that can exploit the feedback signal and surpass the performance of separation-based schemes…”
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  2. 2

    Generative Joint Source-Channel Coding for Semantic Image Transmission Autor Erdemir, Ecenaz, Tung, Tze-Yang, Dragotti, Pier Luigi, Gunduz, Deniz

    ISSN: 0733-8716, 1558-0008
    Vydáno: New York IEEE 01.08.2023
    “…Recent works have shown that joint source-channel coding (JSCC) schemes using deep neural networks (DNNs…”
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  3. 3

    Bandwidth-Agile Image Transmission With Deep Joint Source-Channel Coding Autor Kurka, David Burth, Gunduz, Deniz

    ISSN: 1536-1276, 1558-2248
    Vydáno: New York IEEE 01.12.2021
    “…We propose deep learning based communication methods for adaptive-bandwidth transmission of images over wireless channels. We consider the scenario in which…”
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  4. 4

    D²-JSCC: Digital Deep Joint Source-Channel Coding for Semantic Communications Autor Huang, Jianhao, Yuan, Kai, Huang, Chuan, Huang, Kaibin

    ISSN: 0733-8716, 1558-0008
    Vydáno: New York IEEE 01.04.2025
    “… To address this issue, this paper proposes a novel framework of digital deep joint source-channel coding (D2-JSCC…”
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  5. 5

    Deep Joint Source-Channel Coding for Wireless Image Transmission Autor Bourtsoulatze, Eirina, Burth Kurka, David, Gunduz, Deniz

    ISSN: 2332-7731, 2332-7731
    Vydáno: Piscataway IEEE 01.09.2019
    “…We propose a joint source and channel coding (JSCC) technique for wireless image transmission that does not rely on explicit codes for either compression or…”
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  6. 6

    Deep Learning for Joint Source-Channel Coding of Text Autor Farsad, Nariman, Rao, Milind, Goldsmith, Andrea

    ISSN: 2379-190X
    Vydáno: IEEE 01.04.2018
    “…We consider the problem of joint source and channel coding of structured data such as natural language over a noisy channel. The typical approach to this…”
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  7. 7

    Joint Source-Channel Coding: Fundamentals and Recent Progress in Practical Designs Autor Gunduz, Deniz, Wigger, Michele A., Tung, Tze-Yang, Zhang, Ping, Xiao, Yong

    ISSN: 0018-9219, 1558-2256
    Vydáno: IEEE 2024
    Vydáno v Proceedings of the IEEE (2024)
    “… While semantic-and task-oriented compression can be implemented in conventional communication systems, joint source-channel coding (JSCC…”
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  8. 8

    DeepJSCC-Q: Constellation Constrained Deep Joint Source-Channel Coding Autor Tung, Tze-Yang, Kurka, David Burth, Jankowski, Mikolaj, Gunduz, Deniz

    ISSN: 2641-8770, 2641-8770
    Vydáno: Piscataway IEEE 01.12.2022
    “…Recent works have shown that modern machine learning techniques can provide an alternative approach to the long-standing joint source-channel coding (JSCC) problem…”
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  9. 9

    SwinJSCC: Taming Swin Transformer for Deep Joint Source-Channel Coding Autor Yang, Ke, Wang, Sixian, Dai, Jincheng, Qin, Xiaoqi, Niu, Kai, Zhang, Ping

    ISSN: 2332-7731, 2332-7731
    Vydáno: Piscataway IEEE 01.02.2025
    “…As one of the key techniques to realize semantic communications, end-to-end optimized neural joint source-channel coding (JSCC…”
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  10. 10

    Universal Joint Source-Channel Coding for Modulation-Agnostic Semantic Communication Autor Huh, Yoon, Seo, Hyowoon, Choi, Wan

    ISSN: 0733-8716, 1558-0008
    Vydáno: New York IEEE 01.07.2025
    “…From the perspective of joint source-channel coding (JSCC), there has been significant research on utilizing semantic communication, which inherently possesses analog characteristics, within digital device environments…”
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  11. 11

    Joint Source-Channel Coding With Feedback Autor Kostina, Victoria, Polyanskiy, Yury, Verd, Sergio

    ISSN: 0018-9448, 1557-9654
    Vydáno: New York IEEE 01.06.2017
    “…This paper quantifies the fundamental limits of variable-length transmission of a general (possibly analog) source over a memoryless channel with noiseless…”
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  12. 12

    Joint Source-Channel Coding Over Additive Noise Analog Channels Using Mixture of Variational Autoencoders Autor Saidutta, Yashas Malur, Abdi, Afshin, Fekri, Faramarz

    ISSN: 0733-8716, 1558-0008
    Vydáno: New York IEEE 01.07.2021
    “…In this paper, we present a learning scheme for Joint Source-Channel Coding (JSCC) over analog independent additive noise channels…”
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  13. 13

    Low-Delay Analog Joint Source-Channel Coding with Deep Learning Autor Xuan, Ziwei, Narayanan, Krishna

    ISSN: 0090-6778, 1558-0857
    Vydáno: New York IEEE 01.01.2023
    Vydáno v IEEE transactions on communications (01.01.2023)
    “…We consider the design of low-delay joint source-channel coding (JSCC) schemes for the transmission of discrete-time analog sources over noisy channels based on deep neural networks…”
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  14. 14

    Channel-Blind Joint SourceChannel Coding for Wireless Image Transmission Autor Yuan, Hongjie, Xu, Weizhang, Wang, Yuhuan, Wang, Xingxing

    ISSN: 1424-8220, 1424-8220
    Vydáno: Switzerland MDPI AG 20.06.2024
    Vydáno v Sensors (Basel, Switzerland) (20.06.2024)
    “…Joint sourcechannel coding (JSCC) based on deep learning has shown significant advancements in image transmission tasks…”
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  15. 15

    Deep Joint Source-Channel Coding for Multi-Task Network Autor Wang, Mengyang, Zhang, Zhicong, Li, Jiahui, Ma, Mengyao, Fan, Xiaopeng

    ISSN: 1070-9908, 1558-2361
    Vydáno: New York IEEE 2021
    “… In this work, we propose an MTL network with a deep joint source-channel coding (JSCC) framework, which allows operating under CI scenarios…”
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  16. 16

    Lossy Joint Source-Channel Coding in the Finite Blocklength Regime Autor Kostina, V., Verdu, S.

    ISSN: 0018-9448, 1557-9654
    Vydáno: New York, NY IEEE 01.05.2013
    “…This paper finds new tight finite-blocklength bounds for the best achievable lossy joint source-channel code rate, and demonstrates that joint source-channel…”
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  17. 17

    OFDM-Guided Deep Joint Source Channel Coding for Wireless Multipath Fading Channels Autor Yang, Mingyu, Bian, Chenghong, Kim, Hun-Seok

    ISSN: 2332-7731, 2332-7731
    Vydáno: Piscataway IEEE 01.06.2022
    “…We investigate joint source channel coding (JSCC) for wireless image transmission over multipath fading channels…”
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  18. 18

    Lightweight Joint Source-Channel Coding for Semantic Communications Autor Jia, Yunjian, Huang, Zhen, Luo, Kun, Wen, Wanli

    ISSN: 1089-7798, 1558-2558
    Vydáno: New York IEEE 01.12.2023
    Vydáno v IEEE communications letters (01.12.2023)
    “… A suitable joint source-channel coding (JSCC) scheme is crucial for semantic communication systems, as it can significantly improve system performance, such as communication reliability…”
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    Deep Joint Source-Channel Coding for Adaptive Image Transmission Over MIMO Channels Autor Wu, Haotian, Shao, Yulin, Bian, Chenghong, Mikolajczyk, Krystian, Gunduz, Deniz

    ISSN: 1536-1276, 1558-2248
    Vydáno: New York IEEE 01.10.2024
    “…We introduce a vision transformer (ViT)-based deep joint source and channel coding (DeepJSCC) scheme for wireless image transmission over multiple-input…”
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  20. 20

    Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control Autor Yang, Mingyu, Kim, Hun-Seok

    ISSN: 2379-190X
    Vydáno: IEEE 23.05.2022
    “…We present a novel adaptive deep joint source-channel coding (JSCC) scheme for wireless image transmission…”
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