Search Results - digital deep joint source-channel coding

D²-JSCC: Digital Deep Joint Source-Channel Coding for Semantic Communications by 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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D2-JSCC: Digital Deep Joint Source-channel Coding for Semantic Communications by 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 (\mathrm{D}^{2}-JSCC…”
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D\(^2\)-JSCC: Digital Deep Joint Source-channel Coding for Semantic Communications by 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 (D\(^2\)-JSCC…”
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Nonlinear Transform Source-Channel Coding for Semantic Communications by Dai, Jincheng, Wang, Sixian, Tan, Kailin, Si, Zhongwei, Qin, Xiaoqi, Niu, Kai, Zhang, Ping

“…In this paper, we propose a class of high-efficiency deep joint source-channel coding methods that can closely adapt to the source distribution under the nonlinear transform, it can be…”
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Deep Digital Joint Source-Channel Based Wireless Speech Transmission by Bokaei, Mohammad, Jensen, Jesper, Doclo, Simon, Ostergaard, Jan

“…In this paper, we study low-latency speech transmission over a wireless channel based on deep digital Joint Source-Channel Coding (JSCC…”
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A Deep Joint Source-Channel Coding Scheme for Hybrid Mobile Multi-Hop Networks by Bian, Chenghong, Shao, Yulin, Gunduz, Deniz

“… between wireless and wired segments. This variability necessitates a robust transmission scheme that transcends the limitations of existing deep joint source-channel coding (DeepJSCC…”
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Scalable Deep Joint Source-Channel Coding for Multi-User Wireless Image Transmission with Diverse Bandwidth Conditions by Wang, Feng, Chen, Xuechen, Deng, Xiaoheng, Lin, Siyu

“…In recent years, Deep Joint Source-Channel Coding (DeepJSCC) has demonstrated superior performance over traditional digital schemes in wireless image transmission tasks…”
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Deep Joint Source-Channel Coding for Wireless Image Transmission by 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 error correction…”
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Digital Image Semantic Communications with Joint Source-Channel Coding and Constellation Optimization by Shen, Linzi, Ma, Nan, Chen, Jianqiao, Song, Mengshu, Dong, Chen

“… To deal with these issues, we propose a novel deep joint source-channel coding (DJSCC)-based digital semantic communication with considering constellation optimization, which is referred to as DJSCC-C…”
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Bandwidth-Agile Image Transmission With Deep Joint Source-Channel Coding by Kurka, David Burth, Gunduz, Deniz

“…We propose deep learning based communication methods for adaptive-bandwidth transmission of images over wireless channels…”
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Impact of Quantization Noise on CNN-based Joint Source-Channel Coding and Modulation by Matsumoto, Keigo, Inoue, Yoshiaki, Hara-Azumi, Yuko, Maruta, Kazuki, Nakayama, Yu, Hisano, Daisuke

“…This paper investigated the impact of a quantizer in analog-to-digital and digital-to-analog converters in communication devices on image quality when using deep learning-based joint source-channel coding modulation (JSCCM…”
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DeepJSCC-Q: Constellation Constrained Deep Joint Source-Channel Coding by 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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Joint Source-Channel Coding for Channel-Adaptive Digital Semantic Communications by Park, Joohyuk, Oh, Yongjeong, Kim, Seonjung, Jeon, Yo-Seb

“…In this paper, we propose a novel joint source-channel coding (JSCC) approach for channel-adaptive digital semantic communications…”
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Engineering a Lightweight Deep Joint Source-Channel-Coding-Based Semantic Communication System by Zhang, Weihan, Wu, Shaohua, Meng, Siqi, He, Jinghang, Zhang, Qinyu

“…Deep joint source-channel coding (DeepJSCC) has emerged as a novel technology in semantic communication, coinciding with the increasing demand for the edge devices in the Internet of Things (IoT…”
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DeepJSCC-Q: Channel Input Constrained Deep Joint Source-Channel Coding by Tung, Tze-Yang, Kurka, David Burth, Jankowski, Mikolaj, Gunduz, Deniz

“… Very promising results in end-to-end image quality, superior to popular digital schemes that utilize source and channel coding separation, have been demonstrated through the training…”
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Residual Vector Quantized Diffusion Model-Based Joint Source-Channel Coding for Task-Oriented Agent Communication by He, Guojun, Zhang, Shengyu, Jiang, Tao

“…In this paper, a novel joint source-channel coding (JSCC) scheme based on the residual vector quantized diffusion model is proposed for task-oriented agent communication…”
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Deep Joint Source-channel Coding for Wireless Image Transmission by Bourtsoulatze, Eirina, Kurka, David Burth, Gunduz, Deniz

“…We propose a novel joint source and channel coding (JSCC) scheme for wireless image transmission that departs from the conventional use of explicit source…”
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Joint Source-Channel Coding: Fundamentals and Recent Progress in Practical Designs by 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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Deep Learning Aided Joint Source-Channel Coding for Wireless Networks by Yan, Jintao, Huang, Jianhao, Huang, Chuan

“…". By using deep machine learning techniques, we propose an autoencoder-based joint source-channel coding (JSCC…”
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Rateless Deep Joint Source Channel Coding for 3D Point Cloud by Ibuki, Shoichi, Okamoto, Tsubasa, Fujihashi, Takuya, Koike-Akino, Toshiaki, Watanabe, Takashi

“… To address these limitations, we propose a novel scheme inspired by deep joint source-channel coding (DJSCC…”
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