The 18th International Conference on Mobility, Sensing and Networking (MSN 2022)
CSIHTIS
Semantic Image Synthesis via Location Aware Generative Adversarial Network
Jiawei Xu, Rui Liu, Jing Dong, Pengfei Yi, Wanshu Fan, Dongsheng Zhou
Low-Complexity Code Clone Detection using Graph-based Neural Networks
Hu Liu, Hui Zhao, Changhao Han, Lu Hou
Publishing Weighted Graph with Node Differential Privacy
Xuebin Ma, Ganghong Liu, Aixin Lin
SSA and BPNN based Efficient Situation Prediction Model for Cyber Security
Minglong Cheng, Guoqing Jia, Weidong Fang, Zhiwei Gao, Wuxiong Zhang
IA-DD: An SDN Topological Poisoning Attack Defense Scheme Based on Blockchain
Bin Gu, Xingwei Wang, Kaiqi Yang, Yu Wang, and Qiang He
Low-power Robustness Learning Framework for Adversarial Attack on Edges
Bingbing Song, Haiyang Chen, Jiashun Suo, Wei Zhou
Session Chair
Xiaoliang Wang, Hunan University of Science and Technology, China
NMIC
Interval Matching Algorithm for Task Scheduling with Time Varying Resource Constraints
Weiguan Li, Jialun Li, Yujie Long, Weigang Wu
Privacy protection scheme based on certificateless in VSNs environment
Yanfei Lu, Suzhen Cao, Yi Guo, Qizhi He, Zixuan Fang, Junjian Yan
Measurement and Analysis: Does QUIC Outperform TCP?
Xiang Qin, Xiaochou Chen, Wenju Huang, Yi Xie, Yixi Zhang
Binary Neural Network with P4 on Programmable Data Plane
Junming Luo, Waixi Liu, Miaoquan Tan, Haosen Chen
Semi-Supervised Learning Based on Reference Model for Low-resource TTS
Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
RTSS: Robust Tuple Space Search for Packet Classification
Jiayao Wang, Ziling Wei, Baosheng Wang, Shuhui Chen, and Jincheng Zhong
A Novel Reliability Evaluation Method Based on Improved Importance Algorithm for SCADA
Zhu Zhaoqian, Chen Yenan, Su Bo, Li Linsen
Evolutionary Discrete Optimization Inspired by Zero-Sum Game Theory
Ruiran Yu, Haoliang Wen ,Yuhan Xu
Research on data collection and energy supplement mechanism in WRSN based on UAV: a method to maximize energy supplement efficiency
Wen Xie, Xiangyu Bai, Yaru Ren
Session Chair
Lei Yang, South China University of Technology, China
AI2OT
Image Classification of Alzheimer's Disease based on Residual Bilinear and Attentive Models
Xue Lin, Yushui Geng, Jing Zhao, Wenfeng Jiang, Zhen Yan
Anslysing and Evaluating Complementarity of Multi-Modaility Data Fusion in AD diagnosis
Zhaodong Chen, Fengtao Nan, Yun Yang, Jiayu Wang, Po Yang
MetaSpeech: Speech Effects Switch Along with Environment for Metaverse
Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Potential Game Based Connectivity Preservation for UAV-Assisted Public Safety Rescue
Jingjing Wang, Yanjing Sun, Bowen Wang, Toshimitsu Ushio
Three-dimensional Key Distribution Scheme in Wireless Sensor Networks
Wanqing Wu, Ziyang Zhang, Yahua Dong, Caixia Ma
Application identification under Multi-Service Integration Platform
Ziyang Wu, Yi Xie
UAV Visual Navigation System based on Digital Twin
Jingsi Miao, Ping Zhang
Applications of Reinforcement Learning in Virtual Network Function Placement: A Survey
Cong Zhou, Baokang Zhao, Jing Tao, Baosheng Wang
Session Chair
Xuan Liu, Hunan University, China
ECAISS
An Adaptive Data Rate-Based Task Offloading Scheme in Vehicular Networks
Chaofan Chen, Wendi Nie, Yaoxin Duan, Victor C.S. Lee, Kai Liu and Huamin Li
HCA Operator: A Hybrid Cloud Auto-scaling Tooling for Microservice Workloads
Y uyang Wang, Fan Zhang, Samee U. Khan
Multi-UAV Joint Observation, Communication, and Policy in MEC
Shuai Liu, Y uebin Bai
Federated Learning for Heterogeneous Mobile Edge Device:A Client Selection Game
Tongfei Liu, Hui Wang, Maode Ma
Learning-based Computation Offloading in LEO Satellite Networks
Juan Luo, Quanwei Fu, Fan Li, Ying Qiao, Ruoyu Xiao
The Short-Term Passenger Flow Prediction Method for Urban Rail Transit Based on CNN-LSTM with Attention Mechanism
Yang Liu, Chen Mu, Pingping Zhou
Linguistic-Enhanced Transformer with CTC Embedding for Speech Recognition
Xulong Zhang, Jianzong Wang, Ning Cheng, Mengyuan Zhao, Zhiyong Zhang, Jing Xiao
Viewing Flowers at their Most Beautiful Moments: A Crowd Sensing Application
Weifeng Xiong, Fangwan Huang, Zhiyong Yu, Xianwei Guo, Binwei Lin, Qiquan Cai
Lightweight YOLOV4 algorithm for underwater whale detection
Lili He, Defeng Du, Hongtao Bai, Kai Wang
Anti-jamming Channel Allocation in UAV-Enabled Edge Computing: A Stackelberg Game Approach
Y uan Xinwang, Xie Zhidong, Tan Xin
Session Chair
Pengfei Wang, Dalian University of Technology, China
UEIoT
Intelligent rush repair of unmanned distribution network based on deep reinforcement learning
Y ue Zhao, Y ang Chuan, Shi Pu, Xuwen Han, Shiyu Xia, Y anqi Xie
Energy Minimization for IRS-assisted UAV-empowered Wireless Communications
Yangzhe Liao, Jiaying Liu, Yi Han, Quan Y u, Qingsong Ai, Quan Liu, Xiaojun Zhai
Trajectory Planning Model for Vehicle Platoons at Off-ramp
Xinyu Chen, Chen Mu, Yu Kong
Space-Air-Ground-Aqua Integrated Intelligent Network: Vision, and Potential Techniques
Jinhui Huang, Junsong Yin, Shuangshuang Wang
Fast Detection of Multi-Direction Remote Sensing Ship Object Based on Scale Space Pyramid
Ziying Song, Li Wang, Guoxin Zhang, Caiyan Jia, Jiangfeng Bi, Haiyue Wei, Yongchao Xia,Chao Zhang,Lijun Zhao
Fire Detection Scheme in Tunnels Based on Multi-source Information Fusion
Tianyu Zhang, Yi Liu, Weidong Fang, Gentuan Jia, Yunzhou Qiu
Improving Imbalanced Text Classification with Dynamic Curriculum Learning
Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao
Intelligent optimization and allocation strategy of emergency repair resources based on big data
Jiangdong Liu, Yue Zhao, Bo Wang, Jie Gao, Li Xu and Ying Ma
Session Chair
Ying Ma, Harbin Institute of Technology, China
Opening Ceremony
Opening Ceremony
Session Chair
Weigang Wu, Sun Yat-sen University, China
Keynote Speech 1: Understanding and Pushing the Sensing Limits of WiFi/4G/5G Signals
Keynote Talk 1: Understanding and Pushing the Sensing Limits of WiFi/4G/5G Signals
Daqing Zhang
Session Chair
Weigang Wu, Sun Yat-sen University, China
Keynote Speech 2: Toward Virtualized Edge Computing
Keynote Talk 2: Toward Virtualized Edge Computing
Falko Dressler
Session Chair
Deze Zeng, China University of Geosciences, China
Radio Networks
Human Occlusion in Ultra-wideband Ranging: What Can the Radio Do for You?
Vu Anh Minh Le, Matteo Trobinger, Davide Vecchia, Gian Pietro Picco
Deep Reinforcement Learning Based Radio Resource Selection Approach for C-V2X Mode 4 in Cooperative Perception Scenario
Chenhua Wei, Xiaojun Tan, Hui Zhang
A Quality-Aware Rendezvous Framework for Cognitive Radio Networks
Hai Liu, Lu Yu, Chung Keung Poon, Zhiyong Lin, Yiu-Wing Leung, Xiaowen Chu
Rendezvous Delay-Aware Multi-Hop Routing Protocol for Cognitive Radio Networks
Zengqi Zhang, Sheng Sun, Min Liu, Zhongcheng Li, Qiuping Zhang
Session Chair
Pietro Tedeschi, Technology Innovation Institute, UAE
Federated Learning and Edge Computing
Fine-grained Cloud Edge Collaborative Dynamic Task Scheduling Based on DNN Layer-Partitioning
Xilong Wang, Xin Li, Ning Wang and Xiaolin Qin
Edge-assisted Federated Learning in Vehicular Networks
G. La Bruna, C. Risma Carletti, R. Rusca, C. Casetti, C. F. Chiasserini and M. Giordanino, R. Tola
CFedPer: Clustered Federated Learning with Two-Stages Optimization for Personalization
Zhipeng Gao, Yan Yang, Chen Zhao, Zijia Mo
Shielding Federated Learning: Mitigating Byzantine Attacks with Less Constraints
Minghui Li, Wei Wan, Jianrong Lu, Shengshan Hu, Junyu Shi, Leo Yu Zhang, Man Zhou, and Yifeng Zheng
Incremental Unsupervised Adversarial Domain Adaptation for Federated Learning in IoT Networks
Yan Huang, Mengxuan Du, Haifeng Zheng and Xinxin Feng
Session Chair
Anna Maria Vegni, Roma Tre University, Italy
Privacy
Approximate Shortest Distance Queries with Advanced Graph Analytics over Large-scale Encrypted Graphs
Yuchuan Luo, Dongsheng Wang, Shaojing Fu, Ming Xu, Yingwen Chen, Kai Huang
Tangless: Optimizing Cost and Transaction Rate in IOTA by Using Lyapunov Optimization Theory
Yinfeng Chen, Yu Guo, and Rongfang Bie
Cloud-assisted Road Condition Monitoring with Privacy Protection in VANETs
Lemei Da, Yujue Wang, Yong Ding, Bo Qin, Xiaochun Zhou4, Hai Liang, Huiyong Wang
Towards Event-driven Misbehavior Detection Mechanism in Social Internet of Vehicles
Chenchen Lv, Yue Cao, Lexi Xu, Shitao Zou, Yongdong Zhu and Zhili Sun
RDP-WGAN: Image Data Privacy Protection based on R??nyi Differential Privacy
Xuebin Ma, Ren Yang and Maobo Zheng
Session Chair
Georgios Kavallieratos, Norwegian University of Science and Technology, Norwegian
Made with in Toronto · Privacy Policy · © 2022 Duetone Corp.