Improved Fusion of Optical Flow and Dead Reckoning for UAV Navigation Using Digital Terrain Models and Data-Driven Velocity Correction
Three targeted improvements to a software pipeline for optical flow-assisted UAV navigation are presented, including a one-dimensional Kalman filter with an innovation gate that suppresses velocity spikes caused by abrupt terrain transitions and a compact data-driven correction module that estimates a multiplicative ve...