5 papers · 1 filter
Conditional Generative Learning Enabled Wireless UAV Sensing and Tracking via Point Cloud Imaging
Xinhong Dai, Yuan Gao, Hao Jiang +2
In this paper, we study an unmanned aerial vehicle (UAV) sensing and tracking problem, where a base station equipped with an antenna array continuously illuminates a flying UAV and…
Conditional Diffusion-Based Point Cloud Imaging for UAV Position and Attitude Sensing
Xinhong Dai, Yuan Gao, Hao Jiang +2
This paper studies an unmanned aerial vehicle (UAV) position and attitude sensing problem, where a base station equipped with an antenna array transmits signals to a predetermined…
Joint Channel Sounding and Source-Channel Coding for MIMO-OFDM Systems: Deep Unified Encoding and Parallel Flow-Matching Decoding
Hao Jiang, Xiaojun Yuan, Qinghua Guo
In this work, we propose a deep unified (DU) encoder that embeds source information in a codeword that contains sufficient redundancy to handle both channel and source uncertaintie…
Blind MIMO Semantic Communication via Parallel Variational Diffusion: A Completely Pilot-Free Approach
Hao Jiang, Xiaojun Yuan, Yinuo Huang +1
In this paper, we propose a novel blind multi-input multi-output (MIMO) semantic communication (SC) framework named Blind-MIMOSC that consists of a deep joint source-channel coding…
Hybrid Vector Message Passing for Generalized Bilinear Factorization
Hao Jiang, Xiaojun Yuan, Qinghua Guo
In this paper, we propose a new message passing algorithm that utilizes hybrid vector message passing (HVMP) to solve the generalized bilinear factorization (GBF) problem. The prop…