This paper investigates task-oriented communication for edge inference, where a low-end device transmits the extracted feature vector of local data sample to powerful server processing. It is critical encode into an informative and xmlns:xlink="http://www.w3.org/1999/xlink">compact represen...

The vigorous developments of the Internet Things make it possible to extend its computing and storage capabilities tasks in aerial system with collaboration cloud edge, especially for artificial intelligence (AI) based on deep learning (DL). Collecting a large amount image/video data, unmanned vehicles (UAVs) can only hand over intelligent analysis back-end mobile edge (MEC) server due their li...