Results 51 to 60 of about 123 (65)

DeepJSCC-Q: Channel Input Constrained Deep Joint Source-Channel Coding [PDF]

, 2022
Recent works have shown that the task of wireless transmission of images can be learned with the use of machine learning techniques. Very promising results in end-to-end image quality, superior to popular digital schemes that utilize source and channel ...
Mikolaj Jankowski, David Burth Kurka, Deniz Gunduz   +2 more
exaly   +2 more sources

DeepJSCC-Q: Constellation Constrained Deep Joint Source-Channel Coding

IEEE Journal on Selected Areas in Information Theory, 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. Very promising initial results, superior to popular digital schemes that utilize separate
Mikolaj Jankowski, David Burth Kurka, Deniz Gunduz   +2 more
exaly   +1 more source

Semantic Communications With Discrete-Time Analog Transmission: A PAPR Perspective

IEEE Wireless Communications Letters, 2023
Recent progress in deep learning (DL)-based joint source-channel coding (DeepJSCC) has led to a new paradigm of semantic communications. Two salient features of DeepJSCC-based semantic communications are the exploitation of semantic-aware features ...
Yulin Shao, Deniz Gunduz
exaly   +2 more sources

DeepJSCC for video semantic communication with general semantic preservation.

Neural Networks
Xuechen Chen, Xiaoheng Deng
exaly   +2 more sources

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ST-VJSCC: Spatio-Temporal Video DeepJSCC Scheme for Adaptive Wireless Transmission

IEEE Transactions on Cognitive Communications and Networking
Zhiyong Feng, You Yang, Ting Jiang
exaly  

DeepJSCC-PCG: Deep Joint Source Channel Coding for Point Cloud Geometry

IEEE Signal Processing Letters
Hui Yuan, Guanghui Zhang
exaly  

Distributed Images Transmission with Related Feature Assistance: A DeepJSCC Approach

Electronics (Switzerland)
Cong Lin
exaly  

Adversarial Robustness of Channel-Matched DeepJSCC Over MIMO Fading

IEEE Wireless Communications Letters
Liang Ye, Youming Sun, Haiqiang Chen
exaly  

Enhancing information freshness in X-relay networks with variable-rate DeepJSCC semantic-forward relaying

Computer Networks
Haoyuan Pan
exaly  

MVJSCC: Adaptive Lightweight DeepJSCC for Semantic Image Transmission

IEEE Wireless Communications Letters
Benjamin K Ng, Chan-Tong Lam, Sio-Kei Im
exaly