Aiming at the problem of low efficiency and large memory consumption in mobile robot path planning, this paper proposes an improved version RRT*Fixed Nodes( RRT*FN )algorithm based on adaptive threshold, named A-RRT*FN. The algorithm constructs a sampling tree two directions starting point, target point adaptively sets threshold according to environment both sides improve environmental adaptabi...