Yubin Choi

I'm an M.S. student in Electrical and Computer Engineering at Seoul National University (SNU), South Korea, advised by Prof. Saewoong Bahk and Prof. Jeongyeup Paek at Chung-Ang University (CAU). I received my B.S. degree in Electrical and Electronic Engineering from Yonsei University, South Korea. I am currently seeking opportunities to pursue a Ph.D. program.

At Yonsei, I built MEC-driven systems that link computer vision, robotics, and communication to control smart-factory robots. At SNU, my research focuses on real-world communication systems, including drone-based communication networks and power-line communication, as well as neural network–based CSI feedback systems for beyond-5G MIMO beamforming.

Email  /  CV  /  Github

Research Interest

Building upon my previous work in communication systems, I aim to explore cyber-physical systems (CPS) and multimodal integrated sensing and communication (ISAC) for practical applications such as cooperative autonomous driving and robotics.

Publications

My research focuses on real-world implementation–based communication systems and AI for communication and networking.

High-datarate duplex DC power line communication system with a custom PHY design and MAC protocol to enable simultaneous power and data transfer over a single pair of wires.

Demo of programmable DC-PLC prototype that enables simultaneous power transfer and bidirectional communication over a single DC line.

Variable-rate feedback quantization neural network for channel reconstruction in 5G NR with low parameter overhead at the user side.

Preprints

Preprints and manuscripts under review.

A generally applicable multi-rate quantization network for CSI feedback in beyond-5G autoencoder-based CSI feedback systems for MU-MIMO.

A UAV placement design enabling high-throughput relaying between ground users and cellular base stations in coverage shadow zones, validated through real-world experiments.

Design and source code from source code