Transformer-aided wireless image transmission with channel feedback

H Wu, Y Shao, E Ozfatura… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper presents a novel wireless image transmission paradigm that can exploit
feedback from the receiver, called JSCCformer-f. We consider a block feedback channel …

Private Collaborative Edge Inference via Over-the-Air Computation

SF Yilmaz, B Hasırcıo, L Qiao… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
We consider collaborative inference at the wireless edge, where each client's model is
trained independently on its local dataset. Clients are queried in parallel to make an …

DiffCP: Ultra-Low Bit Collaborative Perception via Diffusion Model

R Mao, H Wu, Y Jia, Z Nan, Y Sun, S Zhou… - arXiv preprint arXiv …, 2024 - arxiv.org
Collaborative perception (CP) is emerging as a promising solution to the inherent limitations
of stand-alone intelligence. However, current wireless communication systems are unable to …