Intelligent Signal Processing Lab

Lab Highlights

• Conducting cutting-edge research in AI-driven signal processing and edge intelligence

• Developing practical technologies that bridge academic research and industrial applications

• Advancing intelligent systems for energy, communication, sensing, and embedded platforms

• Continuously exploring emerging technologies to address future industrial and societal challenges

• Key research outcomes [refer to the Research Projects tab]: Battery Management System for Electric Vehicles, Smart Streetlights based on Ultracapacitors, Emotion Recognition System based on Biosignals, Thermal Imaging Camera Image Processing, Analysis of Seoul Subway Operation Data, Development of Braille Keyboard, Sign Language Translation Algorithm, Unmanned Shooting Robot, Kitchen Appliance Monitoring/Control App Development

Current Research Topics

1. Edge AI and TinyML Systems

   • FPGA-based AI acceleration

   • Embedded AI optimization

2. AI for Energy Systems

   • Battery state estimation (SOC/SOH/RUL)

   • AI-driven battery diagnostics

3. Intelligent Communication Systems

   • AI-assisted wireless communications

   • Underwater acoustic networks

4. Large Language Models (LLM) for Intelligent Systems

   • Domain-specific LLM applications for smart healthcare and intelligent services

Join ISP Lab

We are always looking for highly motivated students and researchers.

If you are passionate about developing next-generation intelligent systems, we encourage you to join our lab.

Application Requirements