Deep Reinforcement Learning for Computation and Communication Resource Allocation in Multiaccess MEC Assisted Railway IoT Networks

Artificial Intelligence Empowered Power Allocation for Smart Railway

(2021) Jianpeng Xu et al.   IEEE COMMUNICATIONS MAGAZINE

Antenna Clustering for Simultaneous Wireless Information and Power Transfer in a MIMO Full-Duplex System: A Deep Reinforcement Learning-Based Design

(2021) Yasser Al-Eryani et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Partial Computation Offloading in NOMA-Assisted Mobile-Edge Computing Systems Using Deep Reinforcement Learning

(2021) Van Dat Tuong et al.   IEEE Internet of Things Journal

Secrecy Offloading Rate Maximization for Multi-Access Mobile Edge Computing Networks

(2021) Mingxiong Zhao et al.   IEEE COMMUNICATIONS LETTERS

Energy-Aware Task Offloading and Resource Allocation for Time-Sensitive Services in Mobile Edge Computing Systems

(2021) Mingxiong Zhao et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Robust Transmission for Reconfigurable Intelligent Surface Aided Millimeter Wave Vehicular Communications With Statistical CSI

(2021) Yuanbin Chen et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Deep Reinforcement Learning for Handover-Aware MPTCP Congestion Control in Space-Ground Integrated Network of Railways

(2021) Jianpeng Xu et al.   IEEE WIRELESS COMMUNICATIONS

Experience-Driven Power Allocation Using Multi-Agent Deep Reinforcement Learning for Millimeter-Wave High-Speed Railway Systems

(2021) Jianpeng Xu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

System delay optimization for Mobile Edge Computing

(2020) Surong Xiao et al.   Future Generation Computer Systems-The International Journal of eScience

5G Key Technologies for Smart Railways

(2020) Bo Ai et al.   PROCEEDINGS OF THE IEEE

DRL-Based Energy-Efficient Resource Allocation Frameworks for Uplink NOMA Systems

(2020) Xiaoming Wang et al.   IEEE Internet of Things Journal

Learning the Time-Varying Massive MIMO Channels: Robust Estimation and Data-Aided Prediction

(2020) Xiaochen Xia et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Resource Allocation for Energy-Efficient MEC in NOMA-Enabled Massive IoT Networks

(2020) Binghong Liu et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Joint Task Offloading and Resource Allocation for NOMA-Enabled Multi-Access Mobile Edge Computing

(2020) Zhengyu Song et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Deep Reinforcement Learning-Based Dynamic Resource Management for Mobile Edge Computing in Industrial Internet of Things

(2020) Ying Chen et al.   IEEE Transactions on Industrial Informatics

NOMA Assisted Multi-Task Multi-Access Mobile Edge Computing via Deep Reinforcement Learning for Industrial Internet of Things

(2020) Liping Qian et al.   IEEE Transactions on Industrial Informatics

Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach

(2020) Bo Yang et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Joint Task Assignment and Resource Allocation for D2D-Enabled Mobile-Edge Computing

(2019) Hong Xing et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Artificial Intelligence Empowered Edge Computing and Caching for Internet of Vehicles

(2019) Yueyue Dai et al.   IEEE WIRELESS COMMUNICATIONS

Spectrum Sharing in Vehicular Networks Based on Multi-Agent Reinforcement Learning

(2019) Le Liang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Deep Learning Empowered Task Offloading for Mobile Edge Computing in Urban Informatics

(2019) Ke Zhang et al.   IEEE Internet of Things Journal

Computation Efficiency Maximization in OFDMA-Based Mobile Edge Computing Networks

(2019) Yuhang Wu et al.   IEEE COMMUNICATIONS LETTERS

Coalitional Games for Computation Offloading in NOMA-Enabled Multi-Access Edge Computing

(2019) Quoc-Viet Pham et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

When High-Speed Railway Networks Meet Multipath TCP: Supporting Dependable Communications

(2019) Jianpeng Xu et al.   IEEE Wireless Communications Letters

Internet of Things for Smart Railway: Feasibility and Applications

(2018) Ohyun Jo et al.   IEEE Internet of Things Journal

Joint Task Offloading and Resource Allocation for Multi-Server Mobile-Edge Computing Networks

(2018) Tuyen X. Tran et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Optimized Computation Offloading Performance in Virtual Edge Computing Systems Via Deep Reinforcement Learning

(2018) Xianfu Chen et al.   IEEE Internet of Things Journal

Joint Computation and Communication Cooperation for Energy-Efficient Mobile Edge Computing

(2018) Xiaowen Cao et al.   IEEE Internet of Things Journal

Position-Aided Large-Scale MIMO Channel Estimation for High-Speed Railway Communication Systems

(2017) Tao Li et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Energy-Efficient Resource Allocation for Mobile-Edge Computation Offloading

(2017) Changsheng You et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Mobile-Edge Computing: Partial Computation Offloading Using Dynamic Voltage Scaling

(2016) Yanting Wang et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Future railway services-oriented mobile communications network

(2015) Bo Ai et al.   IEEE COMMUNICATIONS MAGAZINE

Challenges Toward Wireless Communications for High-Speed Railway

(2014) Bo Ai et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS