The 18th International Conference on Mobility, Sensing and Networking (MSN 2022)
Technical Sessions
Networking and Management
User-Perceived QoE Adaptation for Accelerated Playback in Mobile Video Streaming
Xiongfeng Hu, Yibo Jin, Kefeng Wu, Zhuzhong Qian, Sanglu Lu
K-Means Based Grouping of Stations with Dynamic AID Assignment in IEEE 802.11ah Networks
Eduardo C. Oliveira, Stephanie M. Soares, Marcelo M. Carvalho
RLRBM: A Reinforcement Learning-based RAN Buffer Management Scheme
Huihui Ma, Du Xu
MilliFit: A Millimeter-Wave Wireless Sensing Based At-Home Exercise Classification
Edward M Sitar IV; Sanjib Sur
Session Chair
Wenzheng Xu, Sichuan University, China
Algorithm Based on Big Data
Truthful Auction Mechanism for Data Trading with Share-Averse Data Consumers
Zhenni Feng, Qiyuan Wang, Yanmin Zhu
Efficient Semantic Segmentation Backbone Evaluation for Unmanned Surface Vehicles based on Likelihood Distribution Estimation
Yulong Zhang, Jingtao Sun, Mingkang Chen, Qiang Wang
Scene Classification through Knowledge Distillation Enabled Parameter-free Attention Model for Remote Sensing Images
Yubing Han, Zongyin Liu, Jiguo Yu, Anming Dong, Huihui Zhang
A Lightweight Deep Learning framework for Human Activity Recognition using Multivariate Time Series
Rui Xi
Adapitch: Adaption Multi-Speaker Text-to-Speech Conditioned on Pitch Disentangling with Untranscribed Data
Xulong Zhang, Jianzong Wang, , Ning Cheng, Jing Xiao
Session Chair
Weifeng Sun, Dalian University Of Technology, China
Smart City
Surface Recognition from Wheelchair-induced Noisy Vibration Data: A Tale of Many Cities
Rochishnu Banerjee, Md Fourkanul Islam, Shaswati Saha, Md Osman Gani and Vaskar Raychoudhury
Face Recognition based Beauty Algorithm in Smart City Applications
Ming Tao, Kaiyan Lin
Traffic Event Augmentation via Vehicular Edge Computing: A Vehicle ReID based Solution
Hao Jiang, Penglin Dai, Kai Liu, Feiyu Jin, Hualing Ren, Songtao Guo
Real-time Simulation and Testing of a Neural Network-based Autonomous Vehicle Trajectory Prediction Model
Cheng Wei, Fei Hui, Xiangmo Zhao, Shan Fang
Transfer Learning based City Similarity Measurement Methods
Chenxin Qu, Xiaoping Che, Ganghua Zhang
Session Chair
Hui Fei, Chang'an University, China
Prediction, Detection and Classification
MSJAD: Multi-Source Joint Anomaly Detection of Web Application Access
Xinxin Chen, Jing Wang, Xingyu Wang, Chengsen Wang, Guosong Lv, Jiankun Li, Dewei Chen, Bo Wu, LianYuan Li, Wei Yu
ResNect: An Accurate and Efficient Backbone Network for Text Detection Model
Bowei Zhang, Weifeng Sun, Minghui Ji and Kelong Meng
Multi-timescale History Modeling for Temporal Knowledge Graph Completion
Chenchen Peng, Xiaochuan Shi, Rongwei Yu, Chao Ma, Libing Wu and Dian Zhang
Improving Speech Representation Learning via Speech-level and Phoneme-level Masking Approach
Xulong Zhang, Jianzong Wang, Ning Cheng, Kexin Zhu and Jing Xiao
Attention Based End-to-End Network for Short Video Classification
Hui Zhu, Chao Zou, Zhenyu Wang, Kai Xu and Zihao Huang
Session Chair
Hejun Wu, Sun Yat-sen University, China
Systems
Speed Up IPv4 Connections via IPv6 Infrastructure
Ruiyu Fang, Guoliang Han, Xin Wang, Congxiao Bao, Xing Li, Yang Chen
Lattice-Based Fine-grained Data Access Control and Sharing Scheme in Fog and Cloud Computing Environments for the 6G Systems
Bei Pei, Xianbin Zhou, Rui Jiang
Towards Adaptive Quality-aware Complex Event Processing in the Internet of Things
Majid Lotfian Delouee, Boris Koldehofe, Viktoriya Degeler
DDF-GAN: A Generative Adversarial Network with Dual-Discriminator for Multi-Focus Image Fusion
Shiyu Chen, Xin Jin, Qian Jiang, Jie Yang, Ting Cao, Xiuliang Xi, Yunyun Dong
Personalized news headline generation system with fine-grained user modeling
Jiaohong Yao
Session Chair
Xiaodong Wang, Victoria University, Australia
Smart Home and Healthcare
Alz-Sense+: An Auto Time-synchronized Multi-class Algorithm for Dementia Detection
S. M. Shovan and Sajal K. Das
Towards Socially Acceptable Food Type Recognition
Junjie Wang, Jiexiong Guan, Y.Alicia Hong, Hong Xue and Shuangquan Wang
Accurately Identify and Localize Commodity Devices from Encrypted Smart Home Traffic
Xing Guo, Jie Quan, Jiahui Hou, Hao Zhou, Xin He, and Tao He
Multiuser Collaborative Localization based on Inter-user Distance Estimation using Wi-Fi RSS Fingerprints
Tinghao Qi, Chanxin Zhou, Guang Ouyang and Bang Wang
Analytic Correlation Penalty with Variable Window in Multi-task Learning Disease Progression Model
Xiangchao Chang, Menghui Zhou, Fengtao Nan, Yun Yang and Po Yang
Session Chair
Ming Tao, Dongguan University of Technology, China
Federated Learning
Anomaly Detection through Unsupervised Federated Learning
Mirko Nardi, Lorenzo Valerio and Andrea Passarella
PPFM: An Adaptive and Hierarchical Peer-to-Peer Federated Meta-Learning Framework
Zhengxin Yu, Yang Lu, Plamen Angelov, and Neeraj Suri
DPFed: Toward Fair Personalized Federated Learning with Fast Convergence
Jiang Wu, Xuezheng Liu, Jiahao Liu, Miao Hu and Di Wu
Dynamic Unknown Worker Recruitment for Heterogeneous Contextual Labeling Tasks Using Adversarial Multi-Armed Bandit
Wucheng Xiao, Mingjun Xiao, Yin Xu
Session Chair
Zhenni Feng , Donghua University, China
Testbed and Simulation
DiNS: Nature Disaster in Network Simulations
Nisal Hemadasa, Wanli Yu, Yanqiu Huang, Leonardo Sarmiento, Amila Wickramasinghe and Alberto Garcia-Ortiz
UAV Swarm Trajectory and Cooperative Beamforming Design in Double-IRS Assisted Wireless Communications
Yangzhe Liao, Shuang Xia, Ke Zhang and Xiaojun Zhai
Towards Energy-efficient Container Data Center: An Online Migratability-aware Orchestrator
Shengjie Wei, Jiayi Li, Tuo Cao, Sheng Zhang, and Zhuzhong Qian
InstaVarjoLive: An Edge-Assisted 360 Degree Video Live Streaming for Virtual Reality Testbed
Pengyu Li, Feifei Chen, Rui Wang, Thuong Hoang and Lei Pan
Mobile6TiSCH: a Simulator for 6TiSCH-based Industrial IoT Networks with Mobile Nodes
Marco Pettorali, Francesca Righetti, and Carlo Vallati
Session Chair
Lei Pan, Deakin University, Australia
RFID and Optimization
IMRG: Impedance Matching Oriented Receiver Grouping for MIMO WPT System
Lulu Tang, Hao Zhou, Weiming Guo, Wangqiu Zhou, Xing Guo and Xiaoyan Wang
Compact Unknown Tag Identification for Large-Scale RFID Systems
Kai Lin, Honglong Chen, Na Yan, Zhichen Ni, Zhe Li
Analytic Hierarchy Process Based Compatibility Measurement for RFID Protocols
Weiping Zhu, Changyu Huang, and Chao Ma
Trajectory Optimization Model of Connected and Autonomous Vehicle at Unsignalized Intersections
Yu Kong, Chen Mu, Xinyu Chen
Node Selection Strategy Design Based on Reputation Mechanism for Hierarchical Federated Learning
SHEN Xin, LI Zhuo, CHEN Xin
AttachSFC: Optimizing SFC Initialization Process through Request Properties
Kaiwen Ning, Hao Wang, Zhiheng Zhang, Zhou Xu, Xiaowei Shu
Session Chair
Zhuo Li, Beijing Information Science and Technology University, China
Reinforcement Learning
An Opponent-Aware Reinforcement Learning Method for Team-to-Team Multi-Vehicle Pursuit via Maximizing Mutual Information Indicator
Qinwen Wang, Xinhang Li, Zheng Yuan, Yiying Yang, Chen Xu, and Lin Zhang
Graded-Q Reinforcement Learning with Information-Enhanced State Encoder for Hierarchical Collaborative Multi-Vehicle Pursuit
Yiying Yang, Xinhang Li, Zheng Yuan, Qinwen Wang, Chen Xu, and Lin Zhang
Learning-based Dwell Time Prediction for Vehicular Micro Clouds
Max Schettler, Gurjashan Singh Pannu, Seyhan Ucar, Takamasa Higuchi, Onur Altintas, Falko Dressler
A Motion Propagation Prediction based Sim2Real Strategy Migration for Clutter Removal
Jiaxin Zhang, Ping Zhang
Session Chair
Anming Dong, Shandong Polytechnic University, China
Multimedia Application
Throughput Prediction-Enhanced RL for Low-Delay Video Application
Yong Liu, Chaokun Zhang, , Jingshun Du, Tie Qiu
Towards Reliable AI Applications via Algorithm-Based Fault Tolerance on NVDLA
Mustafa Tarik Sanic, Cong Guo, Jingwen Leng, Minyi Guo, Weiyin Ma
Adaptive Progressive Image Enhancement for Edge-Assisted Mobile Vision
Daipeng Feng, Liekang Zeng, Lingjun Pu, Xu Chen
PeTrack: Smartphone-based Pedestrian Tracking in Underground Parking Lot
Xiaotong Ren, Shuli Zhu, Chuize Meng, Shan Jiang, Xuan Xiao, Dan Tao, and Ruipeng Gao
Session Chair
Cong Guo, Shanghai Jiao Tong University, China
Other Areas
Joint Convolutional and Self-Attention Network for Occluded Person Re-Identification
Chuxia Yang, Wanshu Fan, Dongsheng Zhou, Qiang Zhang
A DMA-based Swap Mechanism of Hybrid Memory System
Weijie Zhang, Lidang Xu, Dingding Li, Haoyu Luo
CUE: compound uniform encoding for writer retrieval
Jiakai Luo, Hongwei Lu, Xin Nie, Shenghao Liu, Xianjun Deng, Chenlu Zhu
A Temperature Prediction-Assisted Approach for Evaluating Propagation Delay and Channel Loss of Underwater Acoustic Networks
Rui Gao, Jun liu, Shanshan Song, En Wang, Yu Gou, Tong Zhang and Jun-hong Cui
A Hybrid Link Connectivity Model for Opportunistic Routing in IoV Networks under Viaduct Scenarios
Xing Tang, Yongbiao Tao, Wei Liu, Bing Shi, Jing Wang
Session Chair
Dingding Li, South China Normal University, China
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