Wireless network digital twin for 6G: Generative AI as a key enabler
Digital twin, which enables emulation, evaluation, and optimization of physical entities
through synchronized digital replicas, has gained increasing attention as a promising …
through synchronized digital replicas, has gained increasing attention as a promising …
Machine and Deep Learning for Digital Twin Networks: A Survey
B Qin, H Pan, Y Dai, X Si, X Huang… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Digital twin (DT) is a technology that precisely replicates physical entities and seamlessly
connects physical entities with virtual counterparts, which facilitates precise understanding …
connects physical entities with virtual counterparts, which facilitates precise understanding …
Self-Healing in Knowledge-Driven Autonomous Networks: Context, Challenges, and Future Directions
With the advancement of communication and computer technology, network architectures
have become increasingly complex, accompanied by the continual emergence of novel …
have become increasingly complex, accompanied by the continual emergence of novel …
Variable Granularity Vehicle Digital Twin Construction Scheme for DT-Assisted IoVs
L Tang, Z Pu, Z Cheng, D Fang… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
As an important application scenario for 5G, the Internet of Vehicles (IoVs) achieves
extensive and stable connections and real-time information interaction and sharing between …
extensive and stable connections and real-time information interaction and sharing between …
Jamming avoidance trajectory planning and load balancing user association in mmWave UAV-assisted HetECN
X Wei, L Peng, R Xu, H Wang - Computer Networks, 2024 - Elsevier
Emergency communication network (ECN) can provide fast, efficient and high-capacity
communication services for specific areas by using mmWave transmission and unmanned …
communication services for specific areas by using mmWave transmission and unmanned …
Distributed-Optimization with Centralized-Refining for Efficient Resource Allocation in Future Wireless Networks
Future wireless networks are expected to support diverse Internet of Things (IoT)
applications under dynamic network conditions through effective resource allocation …
applications under dynamic network conditions through effective resource allocation …
OTFS-MDMA: An Elastic Multi-Domain Resource Utilization Mechanism for High Mobility Scenarios
By harnessing the delay-Doppler (DD) resource domain, orthogonal time-frequency space
(OTFS) substantially improves the communication performance under high-mobility …
(OTFS) substantially improves the communication performance under high-mobility …
Digital Twin Enabled Intelligent Network Orchestration for 6G: A Dual-Layered Approach
Meeting diverse service requirements concurrently in the future 6th-generation (6G)
networks is becoming extremely challenging due to the dramatically increased network and …
networks is becoming extremely challenging due to the dramatically increased network and …
Learning-Based Intermittent CSI Estimation with Adaptive Intervals in Integrated Sensing and Communication Systems
Due to the distinct objectives and multipath utilization mechanisms between the
communication module and radar module, the system design of integrated sensing and …
communication module and radar module, the system design of integrated sensing and …
Hierarchical Digital Twin for Efficient 6G Network Orchestration via Adaptive Attribute Selection and Scalable Network Modeling
Achieving a holistic and long-term understanding through accurate network modeling is
essential for orchestrating future networks with increasing service diversity and infrastructure …
essential for orchestrating future networks with increasing service diversity and infrastructure …