2022 · 29 citations · 16 references
ComputingAerospace EngineeringInformation TechnologyEdge ComputingInternet Of ThingsUnmanned Aircraft SystemsEdge ArchitectureEdge DevicesEdge NetworkingLatency OptimizationMulti-access Edge ComputingTask OffloadingEdge Computing NetworksEdge Computing OffloadingEdge Computing OptimizationEdge OffloadingEdge Task OffloadingLatency MinimizationTransmit Power ControlUltra-reliable Low-latency Communication
In this paper, we deal with an end-to-end (e2e) latency minimisation problem of digital twin-aided offloading in edge networks with the support of unmanned aerial vehicle (UAV) employed by multiple antennas under the stringent constraints of ultra-reliable low-latency communications (URLLC) links. The minimised latency is obtained by jointly optimising the transmit power, offloading factors, and the processing rate of Internet of Things (IoT) devices and edge servers (ES). An alternative optimisation approach combined with appropriate inner approximations is effectively exploited to tackle this challenging problem. Numerical results of various simulations are presented to validate the proposed digital twin solution to support IoT applications.
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Digital Twin Networks: A Survey
Yiwen Wu, Ke Zhang, Yan Zhang · IEEE Internet of Things Journal · 2021 · 802 citations
Reducing Offloading Latency for Digital Twin Edge Networks in 6G
Wen Sun, Haibin Zhang, Rong Wang et al. · IEEE Transactions on Vehicular Technology · 2020 · 364 citations