A Bayesian Framework for Digital Twin-Based Control, Monitoring, and
Data Collection in Wireless Systems

A Bayesian Framework for Digital Twin-Based Control, Monitoring, and Data Collection in Wireless Systems

2 December 2022

Osvaldo Simeone

Bashir M. Al-Hashimi

Papers citing "A Bayesian Framework for Digital Twin-Based Control, Monitoring, and Data Collection in Wireless Systems"

13 / 13 papers shown

Title
Energy-Efficient Federated Learning and Migration in Digital Twin Edge Networks Yuzhi Zhou Yaru Fu Zheng Shi Howard H. Yang Kevin Hung Y. Zhang 48 0 0 20 Mar 2025
What If We Had Used a Different App? Reliable Counterfactual KPI Analysis in Wireless Systems Qiushuo Hou Sangwoo Park Matteo Zecchin Yunlong Cai Guanding Yu Osvaldo Simeone 19 1 0 30 Sep 2024
Neuromorphic Split Computing with Wake-Up Radios: Architecture and Design via Digital Twinning Member Ieee Jiechen Chen Member Ieee Sangwoo Park Fellow Ieee Petar Popovski Ieee H. Vincent Poor Life Fellow Fellow Ieee Osvaldo Simeone 38 6 0 02 Apr 2024
Multi-Fidelity Bayesian Optimization With Across-Task Transferable Max-Value Entropy Search Yunchuan Zhang Sangwoo Park Osvaldo Simeone 40 4 0 14 Mar 2024
Data-driven Energy Efficiency Modelling in Large-scale Networks: An Expert Knowledge and ML-based Approach David López-Pérez Antonio De Domenico Nicola Piovesan Merouane Debbah 16 7 0 31 Dec 2023
Calibrating Wireless Ray Tracing for Digital Twinning using Local Phase Error Estimates Clement Ruah Osvaldo Simeone Jakob Hoydis Bashir M. Al-Hashimi 13 14 0 19 Dec 2023
Wireless Network Digital Twin for 6G: Generative AI as A Key Enabler Zhenyu Tao Weihong Xu Yongming Huang Xiaoyun Wang Xiaohu You AI4CE 16 31 0 29 Nov 2023
In-Context Learning for MIMO Equalization Using Transformer-Based Sequence Models Matteo Zecchin Kai Yu Osvaldo Simeone 10 10 0 10 Nov 2023
Towards Efficient and Trustworthy AI Through Hardware-Algorithm-Communication Co-Design Yongchao Chen Osvaldo Simeone Bashir M. Al-Hashimi 26 4 0 27 Sep 2023
Causal Reasoning: Charting a Revolutionary Course for Next-Generation AI-Native Wireless Networks Christo Kurisummoottil Thomas Christina Chaccour Walid Saad Merouane Debbah C. Hong 21 19 0 23 Sep 2023
Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approach Christo Kurisummoottil Thomas Walid Saad Yong Xiao 22 20 0 25 Apr 2023
Digital Twin-Based Multiple Access Optimization and Monitoring via Model-Driven Bayesian Learning Clement Ruah Osvaldo Simeone Bashir M. Al-Hashimi 10 6 0 11 Oct 2022
Programmable and Customized Intelligence for Traffic Steering in 5G Networks Using Open RAN Architectures Andrea Lacava Michele Polese R. Sivaraj Rahul Soundrarajan Bhawani Shanker Bhati Tarunjeet Singh Tommaso Zugno F. Cuomo Tommaso Melodia 20 80 0 28 Sep 2022