5 papers
Learning-Enabled Elastic Network Topology for Distributed ISAC Service Provisioning
Jie Chen, Xianbin Wang
Conventional mobile networks, including both localized cell-centric and cooperative cell-free networks (CCN/CFN), are built upon rigid network topologies. However, neither architec…
Cross-Layer Traffic Allocation and Contention Window Optimization for Wi-Fi 7 MLO: When DRL Meets LSTM
Zhang Liu, Xianbin Wang, Shumin Lian +3
To support future diverse applications, multi-link operation (MLO) has been introduced in the Wi-Fi 7 standard (IEEE 802.11be) to enable concurrent communication over multiple freq…
Agentic AI for SAGIN Resource Management_Semantic Awareness, Orchestration, and Optimization
Linghao Zhang, Haitao Zhao, Bo Xu +2
Space-air-ground integrated networks (SAGIN) promise ubiquitous 6G connectivity but face significant resource management challenges due to heterogeneous infrastructure, dynamic top…
Beyond ISAC: Toward Integrated Heterogeneous Service Provisioning via Elastic Multi-Dimensional Multiple Access
Jie Chen, Xianbin Wang, Dusit Niyato
Due to the growing complexity of vertical applications, current integrated sensing and communications (ISAC) in wireless networks remains insufficient for supporting all required b…
Radiation Footprint Control in Cell-Free Cooperative ISAC: Optimal Joint BS Activation and Beamforming Coordination
Jie Chen, Xianbin Wang
Coordinated beamforming across distributed base stations (BSs) in cell-free wireless infrastructure can efficiently support integrated sensing and communication (ISAC) users by enh…