Combined time bound optimization of control, communication, and data processing for FSO‐based 6G UAV aerial networks

ETRI Journal

关键词: apache spark streaming;    free space optics;    hierarchical unmanned aerial vehicle network;    time bound optimization;    unmanned aerial vehicle aerial network;   

DOI  :  10.4218/etrij.2020-0210

来源: DOAJ

【 摘 要 】

Because of the rapid increase of mobile traffic, flexible broadband supportive unmanned aerial vehicle (UAV)‐based 6G mobile networks using free space optical (FSO) links have been recently proposed. Considering the advancements made in UAVs, big data processing, and artificial intelligence precision control technologies, the formation of an additional wireless network based on UAV aerial platforms to assist the existing fixed base stations of the mobile radio access network is considered a highly viable option in the near future. In this paper, a combined time bound optimization scheme is proposed that can adaptively satisfy the control and communication time constraints as well as the processing time constraints in FSO‐based 6G UAV aerial networks. The proposed scheme controls the relation between the number of data flows, input data rate, number of worker nodes considering the time bounds, and the errors that occur during communication and data processing. The simulation results show that the proposed scheme is very effective in satisfying the time constraints for UAV control and radio access network services, even when errors in communication and data processing may occur.

【 授权许可】

Unknown