Optimal unmanned aerial vehicle (UAV) placement in a 3-dimensional (3D) space to build connection between base station (BS) and ground user is studied herein. A key challenge avoid signal propagation blockage due obstacles. Much prior work uses probabilistic terrain models with model parameters learned from the statistics over large area, therefore, optimization for specific small local area po...