Výsledky vyhledávání - "Joint source-channel coding"

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

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

“…Recent works have shown that joint source-channel coding (JSCC) schemes using deep neural networks (DNNs…”
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Bandwidth-Agile Image Transmission With Deep Joint Source-Channel Coding Autor Kurka, David Burth, Gunduz, Deniz

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

“… To address this issue, this paper proposes a novel framework of digital deep joint source-channel coding (D2-JSCC…”
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Deep Joint Source-Channel Coding for Wireless Image Transmission Autor Bourtsoulatze, Eirina, Burth Kurka, David, Gunduz, Deniz

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

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

“… While semantic-and task-oriented compression can be implemented in conventional communication systems, joint source-channel coding (JSCC…”
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DeepJSCC-Q: Constellation Constrained Deep Joint Source-Channel Coding Autor Tung, Tze-Yang, Kurka, David Burth, Jankowski, Mikolaj, Gunduz, Deniz

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

“…As one of the key techniques to realize semantic communications, end-to-end optimized neural joint source-channel coding (JSCC…”
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Universal Joint Source-Channel Coding for Modulation-Agnostic Semantic Communication Autor Huh, Yoon, Seo, Hyowoon, Choi, Wan

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

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

“…In this paper, we present a learning scheme for Joint Source-Channel Coding (JSCC) over analog independent additive noise channels…”
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Low-Delay Analog Joint Source-Channel Coding with Deep Learning Autor Xuan, Ziwei, Narayanan, Krishna

“…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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Channel-Blind Joint Source–Channel Coding for Wireless Image Transmission Autor Yuan, Hongjie, Xu, Weizhang, Wang, Yuhuan, Wang, Xingxing

“…Joint source–channel coding (JSCC) based on deep learning has shown significant advancements in image transmission tasks…”
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Deep Joint Source-Channel Coding for Multi-Task Network Autor Wang, Mengyang, Zhang, Zhicong, Li, Jiahui, Ma, Mengyao, Fan, Xiaopeng

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

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

“…We investigate joint source channel coding (JSCC) for wireless image transmission over multipath fading channels…”
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Lightweight Joint Source-Channel Coding for Semantic Communications Autor Jia, Yunjian, Huang, Zhen, Luo, Kun, Wen, Wanli

“… 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

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

“…We present a novel adaptive deep joint source-channel coding (JSCC) scheme for wireless image transmission…”
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