Li, C. 2026. Single-Frame LiDAR Bird’s-Eye View with Lightweight Transformer for Self-Driving Vehicle Trajectory Prediction Baseline Research: -- Open-source Lightweight Solution for Mapless Urban Driving. Frontiers in Computing and Intelligent Systems. 16, 2 (Apr. 2026), 81–84. DOI:https://doi.org/10.54097/xg7py126.