📶 QoS-aware MAC-layer Resource Allocation for 5G/6G Networks
QoS-aware MAC-layer Resource Allocation for 5G/6G Networks
- Designing flow-level scheduling algorithms for QoS provisioning in B5G/6G systems
- Translating CN-RAN QoS semantics (5QI, PDB, PER, GFBR) into per-TTI resource allocation decisions
- Applying both optimization-based formulations and reinforcement learning approaches
🔗 Distributed Resource Allocation in Wireless Networks
Distributed Resource Allocation in Wireless Networks
- Addressing exposed and hidden terminal problems in dense wireless networks
- Improving spatial reuse and overall performance by estimating states of neighboring devices
- Studying Wi-Fi and cellular systems from a MAC-layer perspective
🎛️ Cross-layer Resource Management and System-level Orchestration
Cross-layer Resource Management and System-level Orchestration
- Connecting lower-layer scheduling decisions with application- and service-level requirements
- Coordinating transport-, PDCP/RLC-, and MAC-layer parameters for multi-slice allocation
- Leveraging orchestration frameworks such as O-RAN and network slicing
🛟 Resilient Multi-RAT Connectivity for Edge and Mobility Services
Resilient Multi-RAT Connectivity for Edge and Mobility Services
- Studying service- and power-aware fallback across 5G, Wi-Fi/local connectivity, NTN, and low-power wireless technologies
- Measuring how heterogeneous monitoring and safety-control traffic behaves under staged power and connectivity conditions
- Investigating RAT selection and coordination for maintaining service continuity during network and power disruptions
🛰️ Decentralized and Resilient Network Infrastructure
Decentralized and Resilient Network Infrastructure
- Exploring how future communication systems can reduce dependency on centralized terrestrial infrastructure
- Maintaining distributed service continuity when terrestrial connectivity, power supply, or central cloud access is disrupted
- Connecting resilience, decentralization, and edge-supported service continuity as a long-term research direction