Emergency Caching: Coded Caching-based Reliable Map Transmission in Emergency Networks

no code implementations • 27 Feb 2024 • Zeyu Tian, Lianming Xu, Liang Li, Li Wang, Aiguo Fei

In this study, we propose a three-layer architecture of emergency caching networks focusing on data collection and reliable transmission, by leveraging efficient perception and edge caching technologies.

Decision Making

Emergency Computing: An Adaptive Collaborative Inference Method Based on Hierarchical Reinforcement Learning

no code implementations • 3 Feb 2024 • Weiqi Fu, Lianming Xu, Xin Wu, Li Wang, Aiguo Fei

In this paper, we propose an Emergency Network with Sensing, Communication, Computation, Caching, and Intelligence (E-SC3I).

Collaborative Inference Decision Making +1

DeepAdaIn-Net: Deep Adaptive Device-Edge Collaborative Inference for Augmented Reality

no code implementations • IEEE Journal of Selected Topics in Signal Processing 2023 • Li Wang, Xin Wu, Yi Zhang, Xinyun Zhang, LianmingXu, Zhihua Wu, Aiguo Fei

Specifically, DeepAdaIn-Net encompasses a partition point selection (PPS) module, a high feature compression learning (HFCL) module, a bandwidth-aware feature configuration (BaFC) module, and a feature consistency compensation (FCC) module.

Collaborative Inference Feature Compression +2