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Drone-Fleet-Enabled Logistics: A Joint Design of Flight Trajectory and Package Delivery.

Authors :
Jia Y
Zhang Y
Luo K
Wen W
Source :
Sensors (Basel, Switzerland) [Sensors (Basel)] 2022 Apr 15; Vol. 22 (8). Date of Electronic Publication: 2022 Apr 15.
Publication Year :
2022

Abstract

In this work, we focus on a drone-fleet-enabled package delivery scenario, in which multiple drones fly from a start point and cooperatively deliver packages to the ground users in the presence of a number of no-fly zones (NFZs). We first mathematically model the package delivery scenario in a rigorous manner. Then, a package value maximization problem is established to optimize the flight trajectory and package delivery under the constraints of drone load and collision as well as NFZs. The formulated problem is a highly challenging mixed-integer non-convex problem. To facilitate solving it, we transform the formulated problem into an equivalent problem with special structure by using some appropriate transformations, based on which a low-complexity algorithm with favorable performance is developed using the penalty convex-concave procedure method. Finally, numerical results demonstrate the superiority of the proposed solution.

Subjects

Subjects :
Algorithms
Unmanned Aerial Devices

Details

Language :
English
ISSN :
1424-8220
Volume :
22
Issue :
8
Database :
MEDLINE
Journal :
Sensors (Basel, Switzerland)
Publication Type :
Academic Journal
Accession number :
35459039
Full Text :
https://doi.org/10.3390/s22083056