Model Update Based on Transient Measurements for Model Predictive Control and Hybrid Real-Time Optimization
Sign Up to like & getrecommendations! Published in 2021 at "Industrial & Engineering Chemistry Research"
DOI: 10.1021/acs.iecr.1c00212
Abstract: The process model has the most relevant role in model predictive control (MPC) design since it is responsible for capturing system dynamics and behavior for control action calculation. Besides that... read more here.
Keywords: update based; control; predictive control; model ... See more keywords
Cooperative Federated Learning and Model Update Verification in Blockchain-Empowered Digital Twin Edge Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2021.3126207
Abstract: With the rapid development of Internet of Things (IoT), the digital twin is emerging as one of the most promising technologies to connect physical components with digital space for better optimization of physical systems. However,… read more here.
Keywords: digital twin; twin; federated learning; model update ... See more keywords
Adaptive On-Device Model Update for Responsive Video Analytics in Adverse Environments
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DOI: 10.1109/tcsvt.2024.3466524
Abstract: While advanced lightweight models excel at real-time inference on resource-constrained end cameras in general scenarios, they often face limitations in adverse environments because of poor generalization ability. To achieve accurate inference in adverse environments, it… read more here.
Keywords: adverse environments; system; device; model update ... See more keywords
Cooperative Perception Aided Digital Twin Model Update and Migration in Mixed Vehicular Networks
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2024.3496121
Abstract: As an emerging technology, Digital Twin (DT) can provide a virtual representation of transportation infrastructures to achieve efficient and precise management of Intelligent Transportation Systems (ITS). However, a mixed traffic scenario of coexisting intelligent connected… read more here.
Keywords: perception; update migration; migration; model update ... See more keywords