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.
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.
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