TY - JOUR
T1 - Structure management scheme of flying ad-hoc networks (FANET)
T2 - 2022 International Symposium on Intelligent Unmanned Systems and Artificial Intelligence, SIUSAI 2022
AU - Wang, Xiangyu
AU - Zhang, Yanyu
AU - Liu, Zhengyang
AU - Long, Li
AU - Jian, Chunxiao
AU - Cui, Weijia
AU - Shi, Fengyuan
N1 - Publisher Copyright:
© Published under licence by IOP Publishing Ltd.
PY - 2022
Y1 - 2022
N2 - To resolve the problem of structure management in Unmanned Aerial Vehicle(UAV) formation, a dynamic weight values weighted clustering algorithm(DWVWCA) is proposed in this article, in which the cluster scheme for network optimization is used. Firstly, the residual energy model is improved to be more realistic. Secondly, the combined weighting method is introduced to make the comprehensive weight value of the UAV subjective and objective. Finally, the dynamic weight threshold is introduced to calculate the comprehensive weight value in real-time. The simulation results show that DWVWCA can effectively improve the objectivity of cluster head election, extend the UAV formation survival cycle, balance the network structure, reduce the number of cluster reorganization and fusion, and enhance the network stability.
AB - To resolve the problem of structure management in Unmanned Aerial Vehicle(UAV) formation, a dynamic weight values weighted clustering algorithm(DWVWCA) is proposed in this article, in which the cluster scheme for network optimization is used. Firstly, the residual energy model is improved to be more realistic. Secondly, the combined weighting method is introduced to make the comprehensive weight value of the UAV subjective and objective. Finally, the dynamic weight threshold is introduced to calculate the comprehensive weight value in real-time. The simulation results show that DWVWCA can effectively improve the objectivity of cluster head election, extend the UAV formation survival cycle, balance the network structure, reduce the number of cluster reorganization and fusion, and enhance the network stability.
UR - http://www.scopus.com/inward/record.url?scp=85138306810&partnerID=8YFLogxK
U2 - 10.1088/1742-6596/2330/1/012004
DO - 10.1088/1742-6596/2330/1/012004
M3 - Conference article
AN - SCOPUS:85138306810
SN - 1742-6588
VL - 2330
JO - Journal of Physics: Conference Series
JF - Journal of Physics: Conference Series
IS - 1
M1 - 012004
Y2 - 20 May 2022 through 22 May 2022
ER -