상세정보
학술지
Energy Minimization of Dynamic Multi-UAV Communication Network for Cooperative MultiHop Data Gathering
- 저자
- 최의환, 문채환, 안재명
- 발행일
- 202306
- 출처
- IEEE Transactions on Aerospace and Electronic Systems, v.59 no.3, pp.3082-3099
- ISSN
- 0018-9251
- 출판사
- IEEE
- 협약과제
- 22ZS1200, 인간중심의 자율지능시스템 원천기술연구, 최정단
- 초록
- This study proposes a minimum-energy operational planning problem for multiple unmanned aerial vehicles (UAVs) conducting a cooperative multi-hop 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 (MINLP) 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.
- KSP 제안 키워드
- Ad Hoc Networks, Cooperative task allocation, Data Flow, Data gathering, Energy minimization, Ground base station, Minimum energy, Mixed-integer nonlinear programming, Multi-Hop, Multiple Unmanned Aerial Vehicles, Multiple sources