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Intelligent traffic steering in beyond 5G open RAN based on LSTM traffic prediction
(2023-11)
Open radio access network (ORAN) Alliance offers a disaggregated RAN functionality built using open interface specifications between blocks. To efficiently support various competing services, namely enhanced mobile broadband ...
Joint communication and computation offloading for ultra-reliable and low-latency with multi-tier computing
(2023-02)
In this paper, we study joint communication and computation offloading (JCCO) for hierarchical edge-cloud systems with ultra-reliable and low latency communications (URLLC). We aim to minimize the end-to-end (e2e) latency ...
Joint communications and sensing design for multi-carrier MIMO systems
(2023)
With the emergence of ultra-reliable and low latency communication (URLLC) services, link adaptation (LA) plays a pivotal role in improving the robustness and reliability of communication networks via appropriate modulation ...
Intelligent blockchain-based edge computing via deep reinforcement learning: Solutions and challenges
(2022)
The convergence of mobile edge computing (MEC) and blockchain is transforming the current computing services in wireless Internet-of-Things (IoT) networks, enabling task offloading with security enhancement based on ...
Joint RIS-Aided Precoding and Multislot Scheduling for Maximum User Admission in Smart Cities
(2024-01-01)
Reconfigurable intelligent surfaces (RISs) have emerged as a game-changing technology to improve wireless network performance by intelligently manipulating and customizing the physical propagation environment. Such capability ...
Network-Aided Intelligent Traffic Steering in 6G O-RAN: A Multi-Layer Optimization Framework
(2018)
To enable an intelligent, programmable and multi-vendor radio access network (RAN) for 6G networks, considerable efforts have been made in standardization and development of open RAN (O-RAN). So far, however, the applicability ...
Fairness-aware dynamic VNF mapping and scheduling in SDN/NFV-enabled satellite edge networks
(2023-09)
Satellite edge computing (SEC) has emerged as a promising technology to deliver network services to remote users. Coupled with software-defined networking (SDN) and network function virtualization (NFV), SEC can provide ...
Fairness enhancement of UAV systems with hybrid active-passive RIS
(2023-09-20)
We consider unmanned aerial vehicle (UAV)-enabled wireless systems where downlink communications between a multi-antenna UAV and multiple users are assisted by a hybrid active-passive reconfigurable intelligent surface ...
Joint Resource Allocation and Link Adaptation for Ultra-Reliable and Low-Latency Services
(2023)
With the emergence of ultra-reliable and low latency communication (URLLC) services, link adaptation (LA) plays a pivotal role in improving the robustness and reliability of communication networks via appropriate modulation ...
Task-oriented communication design in cyber-physical systems: A survey on theory and applications
(2023-05-25)
Communication system design has been traditionally guided by task-agnostic principles, which aim at efficiently transmitting as many correct bits as possible through a given channel. However, in the era of cyber-physical ...