Preprint Open access
UCON: Uncertainty-aware Navigation with Historical Re-association in Dynamic Environments
Autonomous navigation in dynamic environments is hindered by two fundamental challenges: perception instability and uncertainty-optimization mismatch. The former leads to identity switches and unreliable motion estimation, while the latter prevents principled incorporation of motion uncertainty into trajectory optimiza …