Summary
2023
Session Number:A2L-2
Session:
Number:A2L-24
Resource Allocation for Large Scale UAV Networks Using Coherent Ising Machine
Fujita Tsukumo, Li Aohan, Do Vinh Quang, Jeong Seon-Geun, Hwang Won-Joo, Takesue Hiroki, Inaba Kensuke, Aihara Kazuyuki, Hasegawa Mikio,
pp.34-37
Publication Date:2023-09-21
Online ISSN:2188-5079
Summary:
Unmanned aerial vehicles (UAVs) are expected to be the next-generation wireless communication technology to enhance the service experience for mobile users on the ground. This article investigates wireless resource allocation in a large-scale UAV wireless network, where multiple UAVs communicate with ground users. To improve communication efficiency for all users in the presence of co-channel interference, we propose using a quantum annealing method for fast and accurate UAV-user association and resource allocation. We evaluate our proposed method through simulation using a quantum annealing machine called Coherent Ising Machine (CIM) for optimization, and the simulation results show that our proposed method leads to better solutions than other methods.