A Bayesian framework for digital twin-based control, monitoring, and data collection in wireless systems
Commonly adopted in the manufacturing and aerospace sectors, digital twin (DT) platforms
are increasingly seen as a promising paradigm to control, monitor, and analyze software …
are increasingly seen as a promising paradigm to control, monitor, and analyze software …
The emergence of wireless MAC protocols with multi-agent reinforcement learning
In this paper, we propose a new framework, exploiting the multi-agent deep deterministic
policy gradient (MADDPG) algorithm, to enable a base station (BS) and user equipment …
policy gradient (MADDPG) algorithm, to enable a base station (BS) and user equipment …
6G: Vision, Applications, and Challenges
Global initiative and research on 6G have grown rapidly since 2018. The rollout of 5G is
driving our life, industry, and society toward a connected and smart world. 6G is envisioned …
driving our life, industry, and society toward a connected and smart world. 6G is envisioned …
Toward semantic communication protocols: A probabilistic logic perspective
Classical medium access control (MAC) protocols are interpretable, yet their task-agnostic
control signaling messages (CMs) are ill-suited for emerging mission-critical applications. By …
control signaling messages (CMs) are ill-suited for emerging mission-critical applications. By …
Learning emergent random access protocol for LEO satellite networks
A mega-constellation of low-altitude earth orbit (LEO) satellites (SATs) are envisaged to
provide a global coverage SAT network in beyond fifth-generation (5G) cellular systems …
provide a global coverage SAT network in beyond fifth-generation (5G) cellular systems …
Learning generalized wireless MAC communication protocols via abstraction
To tackle the heterogeneous requirements of beyond 5G (B5G) and future 6G wireless
networks, conventional medium access control (MAC) procedures need to evolve to enable …
networks, conventional medium access control (MAC) procedures need to evolve to enable …
Towards Semantic Communication Protocols for 6G: From Protocol Learning to Language-Oriented Approaches
The forthcoming 6G systems are expected to address a wide range of non-stationary tasks.
This poses challenges to traditional medium access control (MAC) protocols that are static …
This poses challenges to traditional medium access control (MAC) protocols that are static …
Vision-aided radio: User identity match in radio and video domains using machine learning
VM De Pinho, MLR De Campos, LU Garcia… - IEEE …, 2020 - ieeexplore.ieee.org
5G is designed to be an essential enabler and a leading infrastructure provider in the
communication technology industry by supporting the demand for the growing data traffic …
communication technology industry by supporting the demand for the growing data traffic …
Multiple Access in the Era of Distributed Computing and Edge Intelligence
This paper focuses on the latest research and innovations in fundamental next-generation
multiple access (NGMA) techniques and the coexistence with other key technologies for the …
multiple access (NGMA) techniques and the coexistence with other key technologies for the …
Digital twin-based multiple access optimization and monitoring via model-driven bayesian learning
Commonly adopted in the manufacturing and aerospace sectors, digital twin (DT) platforms
are increasingly seen as a promising paradigm to control and monitor software …
are increasingly seen as a promising paradigm to control and monitor software …