activity
20182024
most citedGenerative Joint Source-Channel Coding for Semantic Image Transmission

3 citations · 4 across the 3 of their papers we have counts for

collaborators

6 papers

cs.IT20241 cited

Joint Source-Channel Coding: Fundamentals and Recent Progress in Practical Designs

Deniz Gündüz, Michèle A. Wigger, Tze-Yang Tung +2

Semantic- and task-oriented communication has emerged as a promising approach to reducing the latency and bandwidth requirements of next-generation mobile networks by transmitting…

eess.IV20223 cited

Generative Joint Source-Channel Coding for Semantic Image Transmission

Ecenaz Erdemir, Tze-Yang Tung, Pier Luigi Dragotti +1

Recent works have shown that joint source-channel coding (JSCC) schemes using deep neural networks (DNNs), called DeepJSCC, provide promising results in wireless image transmission…

cs.IT2021

Federated mmWave Beam Selection Utilizing LIDAR Data

Mahdi Boloursaz Mashhadi, Mikolaj Jankowski, Tze-Yang Tung +2

Efficient link configuration in millimeter wave (mmWave) communication systems is a crucial yet challenging task due to the overhead imposed by beam selection. For vehicle-to-infra…

eess.SP2021

Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning over Noisy Channels

Tze-Yang Tung, Szymon Kobus, Joan Roig Pujol +1

We propose a novel formulation of the "effectiveness problem" in communications, put forth by Shannon and Weaver in their seminal work [2], by considering multiple agents communica…

eess.IV2018

SparseCast: Hybrid Digital-Analog Wireless Image Transmission Exploiting Frequency Domain Sparsity

Tze-Yang Tung, Deniz Gündüz

A hybrid digital-analog wireless image transmission scheme, called SparseCast, is introduced, which provides graceful degradation with channel quality. SparseCast achieves improved…

eess.SP2018

SPRT Based Transceiver for Molecular Communications

Tze-Yang Tung, Urbashi Mitra

Achieving precise synchronisation between transmitters and receivers is particularly challenging in diffusive molecular communication environments. To this end, point-to-point mole…