In this paper, we propose a digital twin (DT)-empowered federated incremental learning method to tackle the above challenges. Firstly, we construct a DT-empowered federated incremental learning model ...
The Digital Twin project is a revolutionary initiative ... It also focuses on using data in virtual environments and basic machine learning tools, promoting innovation in manufacturing and ...
Moreover, digital twin (DT) can shorten the gap between physical unities and digital space to enable ... Next, we propose a Lyapunov stability theory based multi-modal federated learning (LST-MMFL) ...