Výsledky vyhledávání - "deep joint source-channel coding"

SeSy: Enhancing Communication System Reliability through Image-Based Semantic Synchronization Autor Liu, Xiaoyi, Dong, Chen, Liang, Haotai, Jiang, Hongchao, Xu, Xiaodong, Zhang, Ping

“…Semantic communication has emerged as a promising paradigm exhibiting improved robustness compared to traditional approaches under low SNR conditions. Precise…”
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D²-JSCC: Digital Deep Joint Source-Channel Coding for Semantic Communications Autor Huang, Jianhao, Yuan, Kai, Huang, Chuan, Huang, Kaibin

“…Semantic communications (SemCom) have emerged as a new paradigm for supporting sixth-generation applications, where semantic features of data are transmitted…”
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Scalable Deep Joint Source-Channel Coding for Multi-User Wireless Image Transmission with Diverse Bandwidth Conditions Autor 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…”
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Deep Joint Source-Channel Coding for CSI Feedback: An End-to-End Approach Autor Xu, Jialong, Ai, Bo, Wang, Ning, Chen, Wei

“…The increased throughput brought by MIMO technology relies on the knowledge of channel state information (CSI) acquired in the base station (BS). To make the…”
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Zero-Shot Semantic Communication With Multimodal Foundation Models Autor Hu, Jiangjing, Wu, Haotian, Zhang, Wenjing, Wang, Fengyu, Xu, Wenjun, Gao, Hui, Gunduz, Deniz

“…Most existing semantic communication (SemCom) systems use deep joint source-channel coding (DeepJSCC) to encode task-specific semantics in a goal-oriented…”
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Process-and-Forward: Deep Joint Source-Channel Coding Over Cooperative Relay Networks Autor Bian, Chenghong, Shao, Yulin, Wu, Haotian, Ozfatura, Emre, Gunduz, Deniz

“…We introduce deep joint source-channel coding (DeepJSCC) schemes for image transmission over cooperative relay channels. The relay either…”
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A Contemporary Survey on Semantic Communications: Theory of Mind, Generative AI, and Deep Joint Source-Channel Coding Autor Nguyen, Loc X., Raha, Avi Deb, Aung, Pyae Sone, Niyato, Dusit, Han, Zhu, Hong, Choong Seon

“…Semantic communication is emerging as a key pillar of wireless communication technology, owing to its capabilities in reducing communication overhead,…”
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Robust Deep Joint Source-Channel Coding Enabled Distributed Image Transmission with Imperfect Channel State Information Autor Dong, Biao, Cao, Bin, Gui, Guan, Zhang, Qinyu

“…This work is concerned with robust distributed multi-view image transmission over a severe fading channel with imperfect channel state information (CSI),…”
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Over-the-Air Learning-based Geometry Point Cloud Transmission Autor Bian, Chenghong, Shao, Yulin, Gunduz, Deniz

“…3D point cloud is a three-dimensional data format generated by LiDARs and depth sensors, and is being increasingly used in a large variety of applications from…”
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Semantic Communication System Based on Meta-Learning Framework Autor Xie, Wenwu, Zhang, Tao, Xiong, Ming, Wang, Ji, Yang, Liang

“…With the continuous advancements in deep learning technology, semantic communication, particularly deep joint source-channel coding (DJSCC), has garnered…”
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Deep Joint Source-Channel Coding for Multi-Task Network Autor Wang, Mengyang, Zhang, Zhicong, Li, Jiahui, Ma, Mengyao, Fan, Xiaopeng

“…Multi-task learning (MTL) is an efficient way to improve the performance of related tasks by sharing knowledge. However, most existing MTL networks run on a…”
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Rate Splitting Multiple Access-Enabled Adaptive Panoramic Video Semantic Transmission Autor Gao, Haixiao, Sun, Mengying, Xu, Xiaodong, Han, Shujun, Wang, Bizhu, Zhang, Jingxuan, Zhang, Ping

“…In immersive communication, delivering real-time, high-resolution 360-degree panoramic videos imposes extremely high demands on network performance. In this…”
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Constellation Design for Deep Joint Source-Channel Coding Autor Wang, Mengyang, Li, Jiahui, Ma, Mengyao, Fan, Xiaopeng

“…Deep learning-based joint source-channel coding (JSCC) has shown excellent performance in image and feature transmission. However, the output values of the…”
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Residual Vector Quantized Diffusion Model-Based Joint Source-Channel Coding for Task-Oriented Agent Communication Autor 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…”
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Deep Joint CSI Feedback and Multiuser Precoding for MIMO OFDM Systems Autor Guo, Yiran, Chen, Wei, Xu, Jialong, Li, Lun, Ai, Bo

“…The design of precoding plays a crucial role in achieving a high downlink sum rate in multiuser multiple-input multiple-output (MIMO) orthogonal…”
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An Efficient Federated Learning Framework for Training Semantic Communication Systems Autor Nguyen, Loc X., Le, Huy Q., Tun, Ye Lin, Aung, Pyae Sone, Tun, Yan Kyaw, Han, Zhu, Hong, Choong Seon

“…Semantic communication has emerged as a pillar for the next generation of communication systems due to its capabilities in alleviating data redundancy. Most…”
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PSC: A Packet Semantic Communication Framework for Lossy Transmission With Packet Loss Channel Autor Zhang, Wenyu, Xie, Zhiwei, Zeadally, Sherali, Bai, Kaiyuan, Shao, Hua, Zhang, Haijun, Leung, Victor C. M.

“…Currently, semantic communication is predominantly confined to wireless communication scenarios, but not the general scenarios that transmit data packets. We…”
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Deep joint source-channel coding empowered two-way relay networks for wireless image transmission Autor Wang, Xingyu, Zheng, Xiangdong, Zhang, Lianhong, Li, Chao

“…Compared with the traditional uni-directional relaying, two-way relay networks provide important enhancements and optimizations to modern communication…”
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Adaptive Deep Joint Source-Channel Coding for One-to-Many Wireless Image Transmission Autor Luo, Lei, He, Ziyang, Wu, Junjie, Guo, Hongwei, Zhu, Ce

“…Deep learning based joint source-channel coding (DJSCC) has recently made significant progress and emerged as a potential solution for future wireless…”
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Residual Cross-Attention Transformer-Based Multi-User CSI Feedback With Deep Joint Source-Channel Coding Autor Zhang, Hengwei, Wu, Minghui, Qiao, Li, Liu, Ling, Han, Ziqi, Gao, Zhen

“…This letter proposes a deep-learning (DL)-based multi-user channel state information (CSI) feedback framework for massive multiple-input multiple-output…”
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