论文标题
数字双胞胎在光学通信中的作用：故障管理，硬件配置和传输模拟
Role of Digital Twin in Optical Communication: Fault Management, Hardware Configuration, and Transmission Simulation
论文作者
论文摘要
光学通信正在迅速在硬件资源多元化，传输系统灵活性和网络功能虚拟化的方向上发展。它的扩散对传统的光学通信管理和控制系统构成了重大挑战。 Digital Twin（DT）是一种利用数据，模型和算法并整合多个学科的技术，它是真实世界和虚拟世界之间的桥梁，以实现全面的连通性。在数字空间中，虚拟模型是动态稳定的，以模拟和描述物理空间中物理对象的状态，行为和规则。 DT已得到显着开发并广泛应用于工业和军事领域。这项研究通过跨学科交叉介绍了DT技术来进行光学通信，并提出了一个适合光学通信的DT框架。智能故障管理模型，灵活的硬件配置模型和动态传输模拟模型是在数字空间中建立的，借助深度学习算法，以确保光学通信系统和网络的高负能操作和高效管理。
Optical communication is developing rapidly in the directions of hardware resource diversification, transmission system flexibility, and network function virtualization. Its proliferation poses a significant challenge to traditional optical communication management and control systems. Digital twin (DT), a technology that utilizes data, models, and algorithms and integrates multiple disciplines, acts as a bridge between the real and virtual worlds for comprehensive connectivity. In the digital space, virtual models are stablished dynamically to simulate and describe the states, behaviors, and rules of physical objects in the physical space. DT has been significantly developed and widely applied in industrial and military fields. This study introduces the DT technology to optical communication through interdisciplinary crossing and proposes a DT framework suitable for optical communication. The intelligent fault management model, flexible hardware configuration model, and dynamic transmission simulation model are established in the digital space with the help of deep learning algorithms to ensure the highreliability operation and high-efficiency management of optical communication systems and networks.
