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Fog radio access network optimization for 5G leveraging user mobility and traffic data Journal article
Journal of Network and Computer Applications, 2021,Volume: 191
Authors:  Chen, Longbiao;  Jiang, Zhihan;  Yang, Dingqi;  Wang, Cheng;  Nguyen, Thi Mai Trang
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/10
5G  Big data analytics  Fog-RAN  Network optimization  Radio access network  
Power-traffic network equilibrium incorporating behavioral theory: A potential game perspective Journal article
Applied Energy, 2021,Volume: 289
Authors:  Zhou, Zhe;  Moura, Scott J.;  Zhang, Hongcai;  Zhang, Xuan;  Guo, Qinglai;  Sun, Hongbin
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/09/09
Charging station  Discrete choice model  Electric vehicle  Optimal power flow  Wardrop equilibrium  
MA-LSTM: A Multi-Attention Based LSTM for Complex Pattern Extraction Conference paper
Milan, 10-15 Jan. 2021
Authors:  Jingjie Guo;  Kelang Tian;  Kejiang Ye;  Cheng-Zhong Xu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/18
Multi-attention  Traffic Prediction  Handwriting Recognition  Language Model  
SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing Journal article
IEEE Internet of Things Journal, 2021
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Zhang,Jie;  Chen,Hongyang;  Dou,Dejing;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
Internet Of Vehicles (Iov).  Magnetic Domains  Magnetic Sensing  Magnetic Sensors  Monitoring  Perpendicular Magnetic Anisotropy  Roads  Sensors  Time-frequency Analysis  Traffic Monitoring  Vehicle Type Classification  
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Journal article
Transportation Research Part C: Emerging Technologies, 2021,Volume: 125
Authors:  Li,Zhenning;  Yu,Hao;  Zhang,Guohui;  Dong,Shangjia;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/05/31
Adaptive Traffic Signal Control  Deep Learning  Knowledge Sharing  Multi-agent Reinforcement Learning  Transportation Network  
Optimal edge server deployment and allocation strategy in 5G ultra-dense networking environments Journal article
Pervasive and Mobile Computing, 2021,Volume: 72
Authors:  Li,Bo;  Hou,Peng;  Wu,Hao;  Hou,Fen
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2021/03/11
Average completion time  Computation offloading  Edge server deployment  Mobile edge computing  Ultra-dense network  
Design of an Acceleration Redistribution Cooperative Strategy for Collision Avoidance System Based on Dynamic Weighted Multi-Objective Model Predictive Controller Journal article
IEEE Transactions on Intelligent Transportation Systems, 2021
Authors:  Yu,Guokuan;  Wong,Pak Kin;  Zhao,Jing;  Mei,Xingtai;  Lin,Changqing;  Xie,Zhengchao
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Collision avoidance  cooperative control  longitudinal collision mitigation  model predictive control  vehicle platoon.  
Resource and Trajectory Optimization for Secure Communications in Dual-UAV-MEC Systems Journal article
IEEE Transactions on Industrial Informatics, 2021
Authors:  Lu, Weidang;  Ding, Yu;  Gao, Yuan;  Hu, Su;  Wu, Yuan;  Zhao, Nan;  Gong, Yi
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/09/10
Delays  Interference  Jamming  MEC  resource optimization  secure transmission  Security  Servers  Task analysis  trajectory optimization  UAV  Unmanned aerial vehicles  
Energy-Efficient UAV Assisted Secure Relay Transmission via Cooperative Computation Offloading Journal article
IEEE Transactions on Green Communications and Networking, 2021
Authors:  Wang, Tianshun;  Li, Yang;  Wu, Yuan
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Jamming  NOMA  Optimization  Relays  Task analysis  Unmanned aerial vehicles  Wireless communication  
How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey Journal article
IEEE Transactions on Intelligent Transportation Systems, 2020
Authors:  Ye,Jiexia;  Zhao,Juanjuan;  Ye,Kejiang;  Xu,Chengzhong
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/09
Accidents  Computer Architecture  Deep Learning  Deep Learning  Gcn  Gnns  Graph  Graph Convolution Network  Graph Neural Networks  Its.  Public Transportation  Roads  Task Analysis  Traffic Domain  Traffic Forecasting  Urban Areas