IEEE International Conference on Communications
16–20 May 2022 // Seoul, South Korea // Hybrid: In-Person and Virtual Conference
Intelligent Connectivity for Smart World

WS-22: On-Demand Program

WS-22: Data Driven Intelligence for Networks and Systems (DDINS)

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Presentation Sessions (on-demand):

Session 1

Monday May 16, 2022, 09:00~17:00 (KST), WS 22-01: Data-driven communications and networking (1)

  1. Life-Long Learning for Reasoning-Based Semantic Communication

Jingming Liang (Huazhong University of Science and Technology, China); Yong Xiao (Huazhong University of Science and Technology, China); Yingyu Li (Huazhong University of Science and Technology, China); Guangming Shi (Xidian University, China); Mehdi Bennis (Centre of Wireless Communications, University of Oulu, Finland)

  1. Optimization for Prediction-Driven Cooperative Spectrum Sensing in Cognitive Radio Networks

Dawei Nie (Lancaster University, United Kingdom (Great Britain)); Wenjuan Yu (Lancaster University, United Kingdom (Great Britain)); Qiang Ni (Lancaster University, United Kingdom (Great Britain)); Haris Bin Pervaiz (Lancaster University, United Kingdom (Great Britain));

  1. Data-Driven Digital Pre-Distortion Design via Joint Intermediate and Radio Frequency Optimization

Xiaojing Chen (Shanghai University, China); Zhouyu Lu (Shanghai University, China); Shunqing Zhang (Shanghai University, China); Shugong Xu (Shanghai University, China); Yongming Wang (Shanghai Spacecom Satellite Technology Ltd., China)

  1. Reasoning on the Air: An Implicit Semantic Communication Architecture

Yong Xiao (Huazhong University of Science and Technology, China); Yingyu Li (Huazhong University of Science and Technology, China); Guangming Shi (Xidian University, China); H. Vincent Poor (Princeton University, USA)

 

Session 2

Monday May 16, 2022, 09:00~17:00 (KST), WS 22-02: Data-driven communications and networking (2)

  1. HEC-NerveNet: A Resilient Edge Cloud Architecture for Beyond 5G Networks

Cheikh Saliou Mbacke Babou (National Institute of Information and Communications Technology (NICT), Japan); Yasunori Owada (National Institute of Information and Communications Technology (NICT), Japan); Masugi Inoue (National Institute of Information and Communications Technology (NICT), Japan); Kenichi Takizawa (National Institute of Information and Communications Technology (NICT), Japan); Toshiaki Kuri (National Institute of Information and Communications Technology (NICT), Japan)

  1. Two-Time-Scale Hybrid Proactive and Reactive Edge Caching for Content Delivery Networks

Jialing Chang (Shanghai Jiao Tong University, China); Junyi Yang (Shanghai Jiao Tong University, China); Meixia Tao (Shanghai Jiao Tong University, China); Hu Tuo (IQIYI Science & Technology Co., Ltd., China)

  1. Efficient Pruning-Split LSTM Machine Learning Algorithm for Terrestrial-Satellite Edge Network

Guhan Zheng (Lancaster University, United Kingdom (Great Britain)); Qiang Ni (Lancaster University, United Kingdom (Great Britain)); Keivan Navaie (Lancaster University, United Kingdom (Great Britain)); Haris Bin Pervaiz (Lancaster University, United Kingdom (Great Britain)); Charilaos Zarakovitis (National Centre for Scientific Research Demokritos, Greece)

  1. Deep Q-Network for 5G NR Downlink Scheduling

Walaa H Alqwider (Mississippi State University, USA); Vuk Marojevic (Mississippi State University, USA); Talha Faizur Rahman (Mississippi State University, USA)

 

Session 3

Monday May 16, 2022, 09:00~17:00 (KST), WS 22-03: Data-driven deep Learning for communications and networking      

  1. Deep Learning-Based Hybrid Precoding for FDD Massive MIMO-OFDM Systems With a Limited Pilot and Feedback Overhead

Minghui Wu (Beijing Institute of Technology, China); Zhen Gao (Beijing Institute of Technology, China); Zhijie Gao (Beijing Institute of Technology, China); Di Wu (China Academy of Information and Communications Technology, China); Yang Yang (Beijing University of Posts and Telecommunications, China); Yang Huang (Nanjing University of Aeronautics and Astronautics, China)

  1. Multi-Agent Deep Reinforcement Learning for Uplink Power Control in Multi-Cell Systems

Ruibao Jia (Beijing University of Posts and Telecommunications, China); Liu Liu (DOCOMO Beijing Communications Laboratories Co., Ltd, China); Xufei Zheng (DOCOMO Beijing Communications Laboratories Co., Ltd, China); Yuhan Yang (Beijing University of Posts and Telecommunications, China); Shaoyang Wang (Beijing University of Posts and Telecommunications, China); Pingmu Huang (Beijing University of Posts and Telecommunications, China); Tiejun Lv (Beijing University of Posts and Telecommunications, China)

  1. Unsupervised Deep Learning to Solve Power Allocation Problems in Cognitive Relay Networks

Yacine Benatia (ETIS / CY Cergy Paris University, ENSEA, CNRS, France); Anne Savard (IMT Nord Europe - IRCICA, France); Romain Negrel (ESIEE Paris/LIGM, France); E. Veronica Belmega (ETIS / ENSEA - UCP - CNRS, France)

  1. Deep Reinforcement Learning for Interference Suppression in RIS-Aided High-Speed Railway Networks

Jianpeng Xu (Beijing Jiaotong University, China); Bo Ai (Beijing Jiaotong University, China); Tony Q. S. Quek (Singapore University of Technology and Design, Singapore); Yupei Liu (University of Science Technology Beijing, China)

  1. A DDPG-Based Transfer Learning Optimization Framework for User Association and Power Control in HetNet

Zimu Li (Beijing University of Posts and Telecommunications, China); Xiangming Wen (Beijing University of Posts and Telecommunications, China); Zhaoming Lu (Beijing University of Posts and Telecommunications, China); Wenpeng Jing (Beijing University of Posts and Telecommunications, China)

 

Session 4

Monday May 16, 2022, 09:00~17:00 (KST), WS 22-04: Data-driven smart cities

  1. An Adaptive Resource Allocation Approach Based on User Demand Forecasting for E-Healthcare Systems

Lin Zhang (Nanjing Audit University, China); Xiaoming Yuan (Northeastern University, China); Jingqi Luo (Northeastern University, China); Chujun Feng (Northeastern University, China); Guowei Yang (Nanjing Audit University, China); Ning Zhang (University of Windsor, Canada)

  1. An Annotating Method of GPS Trajectory Data for Human Mobility Analysis in Urban Area

Kohei Shiomoto (Tokyo City University, Japan); Satoru Ohgaki (REI-FRONTIER INC., Japan)

  1. Multi-Output Gaussian Process-Based Data Augmentation for Multi-Building and Multi-Floor Indoor Localization

Zhe Tang (University of Liverpool, China); Sihao Li (University of Liverpool & Xi'an Jiaotong Liverpool University, China); Kyeong Soo Kim (Xi'an Jiaotong-Liverpool University, China); Jeremy Smith (University of Liverpool, United Kingdom (Great Britain))

  1. Multi-Objective Intelligent Handover in Satellite-Terrestrial Integrated Networks

Cui-Qin Dai (Chongqing University of Posts and Telecommunications, China); Jing Xu (Chongqing University of Posts and Telecommunications, China); Jinsong Wu (Universidad de Chile, Chile); Qianbin Chen (Chongqing University of Posts and Telecommunications, China)

 

Session 5

Monday May 16, 2022, 09:00~17:00 (KST), WS 22-05: Data-driven security and privacy

  1. Detecting IoT Botnets on IoT Edge Devices

Meghana Raghavendra (Purdue University Fort Wayne, USA); Zesheng Chen (Purdue University Fort Wayne)

  1. Deep Learning for Secure Transmission in Wireless Communication Networks

Felix O Olowononi (Howard University, USA); Danda B. Rawat (Howard University, USA); Charles A Kamhoua (US Army Research Laboratory & Network Science Division, USA)

  1. Preventing Frame Fingerprinting in Controller Area Network Through Traffic Mutation

Alessio Buscemi (University of Luxembourg, Luxembourg); Ion Turcanu (Luxembourg Institute of Science and Technology); German Castignani (University of Luxembourg / SnT, Luxembourg); Thomas Engel (University of Luxemburg, Luxembourg)

  1. A Hierarchical Framework for Drone Identification Based on Radio Frequency Machine Learning

Xinrui Zhao (Tsinghua University, China); Longhui Wang (Tsinghua University, China); Qiexiang Wang (Tsinghua University, China); Jian Wang (Tsinghua University, China)

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