Undergraduate Research Assistant
Conducted research on probabilistic constellation shaping for 16-QAM under Prof. Jeonghun Park.
Investigated techniques enhancing spectral efficiency in digital communication systems, contributing to improved communication performance.
- Developed a Monte Carlo mutual information estimator for performance analysis under AWGN channels.
- Applied Maxwell-Boltzmann distributions to optimize symbol probabilities, boosting communication efficiency.
- Evaluated trade-offs between spectral efficiency and error performance across various SNR regimes, informing design decisions for robust communication systems.
- Demonstrated shaping gains, positioning PCS as a promising capacity-approaching technique for future research applications.

