Research
2025
Published:
Accurate detection of respiratory patterns is critical for the early diagnosis of respiratory disorders, timely medical intervention, and long-term health monitoring. Conventional respiration monitoring techniques typically rely on specialized medical equipment and trained personnel, which constrains their applicability for real-time use in home care and self-monitoring. Recent advancements in contactless vital sign sensing have enabled the monitoring of key physiological indicators, such as res Read more...2024
Published:
The rapid advancement of connected and autonomous vehicles has significantly increased the demand for efficient and reliable Vehicle-to-Everything (V2X) communication systems, which are essential for ensuring real-time data exchange between vehicles, infrastructure, and other entities. Network slicing is a technique that creates multiple virtual networks optimized for specific services, and is important in addressing the diverse Quality of Service (QoS) requirements of V2X communication, such as Read more...
Published:
Open Radio Access Network (O-RAN) offers a transformative approach to cellular network design by promoting a virtualized, open, and intelligent architecture. The increasing complexity and security demands of modern cellular networks necessitate robust methods for device identification and management. This paper provides a way for integrating Federated Learning for device fingerprinting within the Open Radio Access Network (O-RAN) framework, enhancing network security and device management. Our a Read more...