Research

Research Overview 

RAISE Lab focuses on the intelligent integration of Signaling, Power, and Communication for the next generation of railway systems. We leverage Artificial Intelligence (AI) and Advanced RF Technologies to enhance the safety, efficiency, and autonomy of rail mobility. 

Next-Generation Railway Communiction 

• 5G-R/6G and LTE-R Wireless Networks for High-speed Railways

• Reconfigurable Intelligent Surfaces (RIS) for Dead Zone Elimination

• Train-to-Train (T2T) and V2X Communications

AI-based Autonomous Train Perception 

• Multi-sensor Fusion (LiDAR, Radar, and Camera)

• Deep Learning-based Hazard Analysis and Obstacle Detection

• Autonomous Environmental Perception using OSDaR23 Datasets

RF Energy Harvesting & Smart Maintenance 

• RF Energy Harvesting for Battery-less Wireless Sensors

• Self-powered Monitoring Systems for Rail Conditions

• Smart IoT Platforms for Railway Infrastructure

Intelligent Signaling & Smart Mobility 

• Advanced Railway Signaling (KTCS-2/3)

• BLE-based Beamforming for Precise Terminal Tracking

• Tagless Fare Payment Systems and Digital Twin Applications