Entropy Normalization SAC-Based Task Offloading for UAV-Assisted Mobile Edge Computing
T Deng, Y Wang, J Li, R Cao, Y Gu, J Hu… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
With the advantages of maneuverability and low cost, Unmanned Aerial Vehicles (UAVs) are
widely deployed in mobile edge computing as micro servers to provide computing service …
widely deployed in mobile edge computing as micro servers to provide computing service …
LEO Satellite Networks Assisted Geo-distributed Data Processing
Nowadays, the increasing deployment of edge clouds globally provides users with low-
latency services. However, connecting an edge cloud to a core cloud via optic cables in …
latency services. However, connecting an edge cloud to a core cloud via optic cables in …
Cost-Efficient Computation Offloading in SAGIN: A Deep Reinforcement Learning and Perception-Aided Approach
The Space-Air-Ground Integrated Network (SAGIN), crucial to the advancement of sixth-
generation (6G) technology, plays a key role in ensuring universal connectivity, particularly …
generation (6G) technology, plays a key role in ensuring universal connectivity, particularly …
Energy-Efficient Probabilistic Semantic Communication over Space-Air-Ground Integrated Networks
Space-air-ground integrated networks (SAGINs) are emerging as a pivotal element in the
evolution of future wireless networks. Despite their potential, the joint design of …
evolution of future wireless networks. Despite their potential, the joint design of …
Robust Communication and Computation using Deep Learning via Joint Uncertainty Injection
The convergence of communication and computation, along with the integration of machine
learning and artificial intelligence, stand as key empowering pillars for the sixth-generation …
learning and artificial intelligence, stand as key empowering pillars for the sixth-generation …