Search Results - Distributed deep joint source-channel coding

Joint ROI Guidance and Spatial Analysis for Task-Aware Distributed Deep Joint Source-Channel Coding

Authors: Wenkai Tian Biao Dong Bin Cao

Source: GLOBECOM 2024 - 2024 IEEE Global Communications Conference. :1936-1941

Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information

Authors: Yilmaz, Selim F. Ozyilkan, Ezgi Gündüz, Deniz et al.

Source: 2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN)

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Information Theory, Computer Vision and Pattern Recognition (cs.CV), Information Theory (cs.IT), Computer Science - Computer Vision and Pattern Recognition, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2310.04311

Distributed Deep Joint Source-Channel Coding over a Multiple Access Channel

Authors: Yilmaz, Selim F. Karamanli, Can Gunduz, Deniz

Source: IEEE International Conference on Communications (ICC)

Subject Terms: Signal Processing (eess.SP), FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Information Theory, Computer Vision and Pattern Recognition (cs.CV), Information Theory (cs.IT), Image and Video Processing (eess.IV), Computer Science - Computer Vision and Pattern Recognition, 02 engineering and technology, Electrical Engineering and Systems Science - Image and Video Processing, Machine Learning (cs.LG), 0202 electrical engineering, electronic engineering, information engineering, FOS: Electrical engineering, electronic engineering, information engineering, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2211.09920

Robust Deep Joint Source-Channel Coding Enabled Distributed Image Transmission with Imperfect Channel State Information

Authors: Biao Dong Bin Cao Guan Gui et al.

Source: IEEE Transactions on Wireless Communications. :1-1

Subject Terms: Signal Processing (eess.SP), Signal Processing, FOS: Electrical engineering, electronic engineering, information engineering

Access URL: http://arxiv.org/abs/2411.12228

Wireless Resource Efficient Distributed Learning with Deep Joint Source-Channel Coding

Authors: Issa Matsumura Katsuya Suto

Source: 2024 IEEE Globecom Workshops (GC Wkshps). :1-6

RDJSCC: Robust Deep Joint Source-Channel Coding Enabled Distributed Image Transmision over Severe Fading Channel

Authors: Biao Dong Wenkai Tian Bin Cao et al.

Source: GLOBECOM 2024 - 2024 IEEE Global Communications Conference. :986-991

A Deep Variational Approach to Multiterminal Joint Source-Channel Coding Based on Information Bottleneck Principle

Authors: Shayan Hassanpour Matthias Hummert Dirk Wübben et al.

Source: IEEE Open Journal of the Communications Society, Vol 6, Pp 4462-4475 (2025)

Subject Terms: information bottleneck, Telecommunication, auto-encoders, deep learning, joint source-channel coding, TK5101-6720, Transportation and communications, 6G, HE1-9990

Access URL: https://doaj.org/article/c32e49cb262e4f2c87bf9119b8db9ef5

Distributed Image Transmission Using Deep Joint Source-Channel Coding

Authors: Wang, Sixian Yang, Ke Dai, Jincheng et al.

Source: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). :5208-5212

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Information Theory, Information Theory (cs.IT), 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2201.10340

Distributed Audio-Visual Parsing Based On Multimodal Transformer and Deep Joint Source Channel Coding

Authors: Penghong Wang Jiahui Li Mengyao Ma et al.

Source: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). :4623-4627

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission

Authors: Mehdi Letafati Seyyed Amirhossein Ameli Kalkhoran Ecenaz Erdemir et al.

Source: IEEE Transactions on Machine Learning in Communications and Networking, Vol 3, Pp 568-584 (2025)

Subject Terms: Signal Processing (eess.SP), FOS: Computer and information sciences, privacy-utility trade-off, DeepJSCC, Computer Science - Information Theory, Information Theory (cs.IT), end-to-end learning, deep learning, QA75.5-76.95, TK5101-6720, Electronic computers. Computer science, adversarial neural networks, Telecommunication, FOS: Electrical engineering, electronic engineering, information engineering, secure image transmission, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2412.17110
https://doaj.org/article/b431492418ba44118bf0ed0fbf2c5739

Bandwidth-Agile Image Transmission With Deep Joint Source-Channel Coding

Authors: David Burth Kurka Deniz Gunduz Commission of the European Communities et al.

Contributors: David Burth Kurka Deniz Gunduz Commission of the European Communities et al.

Source: IEEE Transactions on Wireless Communications

Subject Terms: Signal Processing (eess.SP), FOS: Computer and information sciences, Technology, SUCCESSIVE REFINEMENT, Computer Science - Machine Learning, Computer Science - Information Theory, cs.LG, 0805 Distributed Computing, 02 engineering and technology, Machine Learning (cs.LG), Engineering, DESIGN, MULTIPLE, cs.IT, 1005 Communications Technologies, FOS: Electrical engineering, electronic engineering, information engineering, 0202 electrical engineering, electronic engineering, information engineering, joint source-channel coding, math.IT, Electrical Engineering and Systems Science - Signal Processing, Science & Technology, Information Theory (cs.IT), Image and Video Processing (eess.IV), eess.SP, Engineering, Electrical & Electronic, multiple description coding, Electrical Engineering and Systems Science - Image and Video Processing, wireless communication, Image transmission, successive refinement, 0906 Electrical and Electronic Engineering, Telecommunications, Electrical & Electronic, eess.IV, Networking & Telecommunications

File Description: application/pdf

Access URL: http://arxiv.org/pdf/2009.12480
http://arxiv.org/abs/2009.12480
http://dblp.uni-trier.de/db/journals/corr/corr2009.html#abs-2009-12480
https://arxiv.org/abs/2009.12480
https://arxiv.org/pdf/2009.12480
https://ieeexplore.ieee.org/document/9464731
https://dblp.uni-trier.de/db/journals/corr/corr2009.html#abs-2009-12480
http://hdl.handle.net/10044/1/92917
https://hdl.handle.net/11380/1280022
https://doi.org/10.1109/TWC.2021.3090048

Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information

Authors: Yilmaz, Selim F. Ozyilkan, Ezgi Gunduz, Deniz et al.

Index Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Information Theory, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2310.04311

Distributed Deep Joint Source-Channel Coding over a Multiple Access Channel

Authors: Yilmaz, Selim F. Karamanli, Can Gunduz, Deniz

Index Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Information Theory, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Signal Processing, text

URL: http://arxiv.org/abs/2211.09920

Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Models.

Authors: Song, Mengshu Ma, Nan Dong, Chen et al.

Source: Electronics (2079-9292); Nov2023, Vol. 12 Issue 22, p4637, 18p

Subject Terms: IMAGE transmission, SOURCE code, DEEP learning, INTERSTELLAR communication, POWER resources, EXTRATERRESTRIAL resources, SIGNAL-to-noise ratio

Two‐View Image Semantic Cooperative Nonorthogonal Transmission in Distributed Edge Networks.

Authors: Wang, Wei Cai, Donghong Dong, Zhicheng et al.

Source: International Journal of Intelligent Systems; 12/10/2024, Vol. 2024, p1-14, 14p

Subject Terms: IMAGE transmission, DATA recovery, DEEP learning, CLASSIFICATION, SOURCE code

Deep joint source-channel coding for vision-based inference at the wireless edge

Authors: Jankowski, Mikolaj Mikolajczyk, Krystian Gunduz, Deniz et al.

Contributors: Jankowski, Mikolaj Mikolajczyk, Krystian Gunduz, Deniz et al.

Constellation Design for Deep Joint Source-Channel Coding.

Authors: Wang, Mengyang Li, Jiahui Ma, Mengyao et al.

Source: IEEE Signal Processing Letters; Jul2022, Vol. 29, p1442-1446, 5p

Subject Terms: QUADRATURE amplitude modulation, ADDITIVE white Gaussian noise channels, IMAGE transmission

Nonlinear Transform Source-Channel Coding for Semantic Communications.

Authors: Dai, Jincheng Wang, Sixian Tan, Kailin et al.

Source: IEEE Journal on Selected Areas in Communications; Aug2022, Vol. 40 Issue 8, p2300-2316, 17p

Subject Terms: DIGITAL communications, TRANSMITTERS (Communication), NONLINEAR analysis, VIDEO coding, CHANNEL coding, SYSTEMS design, ARTIFICIAL joints, ENTROPY

Bandwidth-Agile Image Transmission With Deep Joint Source-Channel Coding.

Authors: Kurka, David Burth Gunduz, Deniz

Source: IEEE Transactions on Wireless Communications; Dec2021, Vol. 20 Issue 12, p8081-8095, 15p

Semantic Communication System for Standard Knowledge in Power Iot Networks.

Authors: Lin, Zhengping Yang, Yanrong Wang, Xin et al.

Source: Computational Intelligence. Apr2025, Vol. 41 Issue 2, p1-10. 10p.

Subject Terms: *CLEAN energy, BANDWIDTH allocation, DISTRIBUTED sensors, DATA compression, SMART meters, SENSOR networks