This document presents a performance analysis of a bi-directional broadband passive optical network (BPON) using traveling wave semiconductor optical amplifiers (TWSOA), focusing on factors affecting bit error rate (BER). The study finds that BER increases with the number of users, fiber length, and data rate, while decreasing with increased drive current of TWSOA. Additionally, it concludes that non-return-to-zero (NRZ) modulation format performs better than return-to-zero (RZ) format under the studied conditions.