Maximizing Computed Data in In-Band Full-Duplex UAV-Assisted IIoT Networks

In this article, we consider an unmanned aerial vehicle (UAV) with an in-band full-duplex radio that is used to interconnect industrial Internet of things (IIoT) devices and exploit their computation and energy resources to help process data. We formulate a mixed integer linear program to optimize t...

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Veröffentlicht in:IEEE transactions on industrial informatics 2024-10, p.1-10
Hauptverfasser: Yang, Changlin, Liu, Ying, Chin, Kwan-Wu, He, Tengjiao, Zheng, Zibin
Format: Artikel
Sprache:eng
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Zusammenfassung:In this article, we consider an unmanned aerial vehicle (UAV) with an in-band full-duplex radio that is used to interconnect industrial Internet of things (IIoT) devices and exploit their computation and energy resources to help process data. We formulate a mixed integer linear program to optimize the first sampling rate of each device, second amount of data the UAV transmits and receives to/from a device, third position of the UAV over time, and finally the number of virtual machines used by devices and UAV to compute data. We also propose a distributed protocol to determine quantity using aforementioned points. Our results show that an IBFD-UAV has a higher max-min computed sampling rate as compared to when the UAV uses a half duplex radio. Moreover, the said protocol achieves a max-min rate that is 80% optimal.
ISSN:1551-3203
1941-0050
DOI:10.1109/TII.2024.3477550