학술논문

Energy Minimization of Dynamic Multi-UAV Communication Network for Cooperative MultiHop Data Gathering
Document Type
Periodical
Source
IEEE Transactions on Aerospace and Electronic Systems IEEE Trans. Aerosp. Electron. Syst. Aerospace and Electronic Systems, IEEE Transactions on. 59(3):3082-3099 Jun, 2023
Subject
Aerospace
Robotics and Control Systems
Signal Processing and Analysis
Communication, Networking and Broadcast Technologies
Task analysis
Autonomous aerial vehicles
Minimization
Soft sensors
Data models
Trajectory
Schedules
Language
ISSN
0018-9251
1557-9603
2371-9877
Abstract
This study proposes a minimum-energy operational planning problem for multiple unmanned aerial vehicles (UAVs) conducting a cooperative multihop data-gathering mission. A multi-UAV ad hoc network collects data from multiple sources and transmits them to a ground base station. The proposed mixed-integer nonlinear programming formulation simultaneously determines cooperative task allocation, data gathering schedule, dynamic aerial data flow, and UAV trajectories to minimize operational energy consumption. A hierarchical two-phase solution procedure that decomposes the original problem into a series of less complex problems and solves them efficiently is developed. The effectiveness of the proposed formulation and the solution procedure is demonstrated through numerical experiments and comparison with benchmarking operational schemes.