Intelligent resource allocation schemes for UAV-swarm-based cooperative sensing

T Li, S Leng, Z Wang, K Zhang… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
UAVs may be intensified due to limited bandwidth resources. To address the mentioned
challenges, we propose a UAV swarm… , computing, and communication resources. Specifically, …

Joint training and resource allocation optimization for federated learning in UAV swarm

Y Shen, Y Qu, C Dong, F Zhou… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
… the power allocation and scheduling to improve the convergence of FL in a UAV swarm,
this article focuses on how to boost the performance of energyefficient FL in a UAV swarm by …

Particle swarm optimization for resource allocation in UAV cooperative control

J Cruz, G Chen, D Li, X Wang - AIAA Guidance, Navigation, and Control …, 2004 - arc.aiaa.org
resource allocation problem as an optimal assignment problem and present a new algorithm
that is based on the principles of Particle Swarm … to the resource allocation problem in the …

Review of dynamic task allocation methods for UAV swarms oriented to ground targets

Q Peng, H Wu, R Xue - Complex System Modeling and …, 2021 - ieeexplore.ieee.org
… In this context, UAV swarm task planning has emerged at a historic moment. UAV swarm task
allocation is … 1 , the task allocation of UAV swarms involves assigning optimal plans to each …

Swarm UAVs task and resource dynamic assignment algorithm based on task sequence mechanism

X Fu, P Feng, X Gao - IEEE Access, 2019 - ieeexplore.ieee.org
… a UAV swarm task and resource dynamic assignment algorithm based on task sequence
mechanism. Each UAV … In order to represent the task resource allocation status of UAV Ui to …

Joint computation offloading and resource allocation in UAV swarms with multi-access edge computing

W Liu, Y Xu, N Qi, K Yao, Y Zhang… - … Conference on Wireless …, 2020 - ieeexplore.ieee.org
… and channel access in UAV swarm. Considering the distributed characteristics of UAV swarms,
We … Moreover, we utilize a two-stage resource allocation algorithm that combined convex …

Joint scheduling and resource allocation for federated learning in SWIPT-enabled micro UAV swarm networks

W Wen, Y Jia, W Xia - China Communications, 2022 - ieeexplore.ieee.org
… a micro-UAV swarm network consisting of one base station (BS) and multiple UAVs, where
the BS uses FL to train an ML model over the data collected by the swarm. During training, …

Federated learning in the sky: Joint power allocation and scheduling with UAV swarms

T Zeng, O Semiari, M Mozaffari, M Chen… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
… For instance, in [5], the authors solve the joint learning, wireless resource allocation, and
user selection problem to minimize the FL convergence time while optimizing the FL …

Efficient resource allocation for multi-UAV communication against adjacent and co-channel interference

L Zhou, X Chen, M Hong, S Jin… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… Abstract—Unmanned aerial vehicle (UAV) swarm has emerged as a promising novel … To
reap the potential gains of UAV swarm, the remote control signal sent by ground control unit (…

Task offloading in uav swarm-based edge computing: Grouping and role division

W Huang, H Guo, J Liu - 2021 IEEE Global Communications …, 2021 - ieeexplore.ieee.org
… -hop transmission among UAVs may lead to a … resources brought by the UAV swarm,
design the UAV grouping strategy is significant. In this paper, the scenario where a UAV swarm