Research on the optimization of delivery routes for vehicles with drones under no-fly zone restrictions.

ABSTRACT: With the rapid development of e-commerce, logistics and distribution systems face the dual pressures of efficiency improvement and cost control. Unmanned Aerial Vehicle (UAV) delivery, featuring flexibility, high efficiency, and low carbon emissions, has become an effective means to solve the "last-mile" problem. However, the widespread no-fly zones in urban environments (e.g., airports, government agencies, and high-voltage power lines) severely limit the application scope of UAVs and increase the complexity of path planning. Against this backdrop, the vehicle-assisted UAV collaborative delivery model has emerged: through the division of labor and collaboration between ground vehicles and UAVs, it not only expands the service radius of UAVs but also overcomes the constraints of no-fly zon

SUBMITTER: Mao Y 

PROVIDER: S-EPMC12571331 | biostudies-literature | 2025

REPOSITORIES: biostudies-literature