학술논문

Digital Twin-enabled Opportunistic Routing with Redundant Path Injection
Document Type
Conference
Source
2023 IEEE 13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin) Consumer Electronics - Berlin (ICCE-Berlin), 2023 IEEE 13th International Conference on. :57-61 Sep, 2023
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineered Materials, Dielectrics and Plasmas
Engineering Profession
Fields, Waves and Electromagnetics
General Topics for Engineers
Nuclear Engineering
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Wireless communication
Wireless sensor networks
Costs
Redundancy
Routing
Digital twins
Sensors
ad hoc network
opportunistic routing
backoff
digital twin
location information
destination discovery
Language
ISSN
2166-6822
Abstract
In future smart cities, intelligent city services based on detection, prediction, and automation via city-scale digital twins are expected to support the daily lives of citizens. However, high traffic burdens on mobile and fixed network infrastructures exist. This is because the digital twin requires collecting large amounts of local sensing data from local nodes such as sensors and personal devices. Wireless multi-hop networks can offload mobile traffic via wireless direct communications. However, fundamental issues in path construction and maintenance efficiency exist, owing to fast topological changes caused by node mobility and radio interference. Previous studies have comprehensively addressed such issues using initial path injection via digital twin, the characteristics of opportunistic routing based on the adaptive path selection, and convergence via continual packet transmissions. However, packet transmission failures occur when the injected initial and ideal forwarding paths differ because there is no redundancy in the initial forwarding path lacks redundancy. In this study, we propose a digital twin-enabled opportunistic routing that injects initial cost information into nodes along and around a path to provide path redundancy. Finally, we analyzed the impact of initial path injection by varying the redundancy level in the proposed method, compared to the non-redundant initial path used in the previous method.