학술논문

Leveraging Edge Computing and Orchestration Platform for Enhanced Pedestrian Safety Application: The DEDICAT-6G Approach
Document Type
Conference
Source
2024 IEEE 21st Consumer Communications & Networking Conference (CCNC) Consumer Communications & Networking Conference (CCNC), 2024 IEEE 21st. :380-383 Jan, 2024
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Robotics and Control Systems
Performance evaluation
Protocols
Pedestrians
Roads
Road side unit
Real-time systems
Safety
Vulnerable Road Users
Edge Computing
Collision Detection
Pedestrian Safety Solution
Network Orchestration
Monitoring
Containerization
Language
ISSN
2331-9860
Abstract
The DEDICAT-6G project emphasizes dynamic re-sourcing, connectivity, flexibility, and trustworthiness for emerging human-centric services. In response, our Vulnerable Road User safety solution targets the need for heightened awareness in urban settings, leveraging edge computing, communication protocols, and efficient resource management to reduce intersection-related accidents. Our architecture involves Road Side Units, On-Board Units, and Vulnerable Road Users, with a Collision Detection Edge Application for real-time data analysis, incorporating a Monitoring System that facilitates comprehensive performance evaluation. A simulation considering limited sight scenarios at intersections yielded promising early results, indicating the efficacy of our approach. Future endeavors encompass real-world implementation, advanced algorithm integration, resource optimization, and environmental impact assessment, all contributing to advancing secure and adaptive communication systems.