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Full Description
This book constitutes the refereed proceedings of the 6th EAI International Conference on Smart Grid and Internet of Things, SGIoT 2022, held in TaiChung, Taiwan, in November 19-20, 2022.The 33 regular papers presented were carefully reviewed and selected from 96 submissions. The papers cover a broad range of topics in wireless sensor, vehicular ad hoc networks, security, deep learning and big data. The papers are organized in subject areas as follows: IoT, Communication Security, Data Mining or Big Data; Artificial Intelligence, Machine Leaning, Deep Learning and Neural Network; WLAN, Wireless Internet and 5G; Protocol, Algorithm, Services and Applications.
Contents
IoT, Communication Security, Data Mining or Big Data.- Research on informatization platform of university performance appraisal based on big data collection based on Internet of Things technology.- The impact of disposal effects generated by Internet of Things technology on quantitative investment.- A Survey on IoT Modules: Architecture, Key Technologies and Future Directions.- The Calibration of inspection data on juvenile theft cases in 5G context and IOT age.- A Cross-domain Authentication Scheme Based Master-slave Chain In Edge Computing.- Balance of interests: the legal path of data circulation and utilization in the Internet of Things era.- Hybrid AI-based iBeacon Indoor Positioning Cybersecurity Attacks and Defenses Thereof.- Digital Transformation Application of Precision Industrial Quotation System.- Balance between Data Circulation and Personal Information Protection.- Artificial Intelligence, Machine Leaning, Deep Learning & Neural network.- Combined Short-term Load Forecasting Method Based on HHT.- Research on edge computing offloading based on reinforcement learning in multi-user scenarios.- Design of Malicious Code Detection System Based on Convolutional Neural Network.- Comprehensive Task Priority Queue for Resource Allocation in Vehicle Edge Computing Network Based on Deep Reinforcement Learning.- Applying the Shapley Value Method to Predict Mortality in Liver Cancer based on Explainable AI.- Face Emotion Expression Recognition using DLIB Model and Convolutional Neural Network Approach for Supporting Online Learning.- Image Classification for Smoke and Flame Recognition using CNN and Transfer Learning on Edge Device.- WLAN, Wireless Internet 5G.- Non-Uniform Time Slice Parallel Simulation Method Based on Offline Learning for IEEE 802.- A Joint Optimization Method for Scheduling and Random Access Based on the Idea of Particle-based Access in IEEE 802.11ax.- A Two-Level Adaptive Resource Allocation Algorithm for Quality of Service Guarantee in Home WiFi Networks.- Joint Energy Detection and Transmission Power Adjustment for FIM problem in High Density WLANs.- An Uplink OFDMA Access Method for Low Latency in Next-generation WLANs.- Edge Station Throughput Enhancement Method based on Energy Detection Threshold and Transmission Power Joint Dynamic Adjustment.- A Channel Reservation Mechanism in IEEE 802.11be for Multi-Cell Scenarios.- An Adaptive Beamtracking Method for the Next Generation mmWave WLAN.- A Collision Aware Multi-link Operation for Next Generation WLAN.- Protocol, Algorithm, Services and Applications.- Angular Position Estimation For Human-Following and Robot Navigation.- Social Risk Analysis of Smart Grid Based on Emerging Technologies in the Chinese Context: A Review Based on CiteSpace.- Using HTC Vive to Design a Virtual Reality Simulation Environment on Radiography.- Bidirectional Scanning Based Medium Access Control Algorithm in Directional Aviation Relay Network with Multiple Air Nodes.- Research on Backbone Routing Protocol of Ad Hoc Network based on SDN.- A Coexistence Method of Short-range Heterogeneous Network based on Cell Cooperation.- Using Push Technology to Discover Factors Influencing Consumers' Intention to Purchase Greenwashed Products.- A Real-time Streaming Application for License Plate Recognition Using OpenALPR.
