In recent years. robot path planning has gained high attention. The traditional adaptive Monte Carlo localization (AMCL) has such problems as limitations in global localization. and incomplete path and time-consuming problem in path planning due to too much calculation of meaningless nodes by the jump point search (JPS) algorithm. https://ashleyshomestores.shop/product-category/twin-xl-mattress/