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QoS-Oriented Sensing-Communication-Control Co-Design for UAV-Enabled Positioning
Wang Zijie1; Liu Rongke1,2; Liu Qirui1; Han Lincong1; Wu Yuan3; Thompson John S.4
2023-01
Source PublicationIEEE Transactions on Green Communications and Networking
ISSN2473-2400
Volume7Issue:1Pages:497-511
Abstract

Unmanned aerial vehicle (UAV)-enabled positioning that uses UAVs as aerial anchor nodes has been envisioned as a promising solution for providing positioning services in harsh environments. In previous research, state sensing and control of UAVs was either ignored or assumed to be performed continuously, resulting in system instability or a waste of wireless resources. Therefore, in this paper, we propose a quality-of-service (QoS)-oriented sensing-communication-control (SCC) co-design scheme for UAV-enabled positioning systems. We first establish mathematical models of UAV state sensing and control. Then, we analyze the influence of sensing scheduling and transmission failure on the stability of UAV, as well as the performance of positioning services in the presence of UAV control error. Based on these models and analysis results, we further study the problem of minimizing the amount of data transmitted by optimizing the sensing scheduling and blocklength allocation under the condition of meeting each user's requirement on position accuracy. Finally, a heuristic algorithm is developed to solve this mixed-integer nonlinear problem. Numerical results demonstrate the validity and superiority of the proposed scheme. Compared with two benchmark schemes, our scheme reduces the failure rate or resource consumption of positioning services by more than 75% or 80%.

KeywordQuality-of-service (Qos) Sensing-communication-control (Scc) Co-design Uav-enabled Positioning Unmanned Aerial Vehicle (Uav)
DOI10.1109/TGCN.2023.3234139
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaTelecommunications
WOS SubjectTelecommunications
WOS IDWOS:000944152100039
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855-4141
Scopus ID2-s2.0-85147206800
Fulltext Access
Citation statistics
Document TypeJournal article
CollectionTHE STATE KEY LABORATORY OF INTERNET OF THINGS FOR SMART CITY (UNIVERSITY OF MACAU)
Corresponding AuthorLiu Rongke
Affiliation1.School of Electronic and Information Engineering, Beihang University, Beijing 100191, China
2.Shenzhen Institute of Beihang University, Shenzhen 523699, China
3.State Key Laboratory of Internet of Things for Smart City and the Department of Computer and Information Science, University of Macau, Macau, China
4.Institute for Digital Communications, School of Engineering, University of Edinburgh, EH9 3JL Edinburgh, U.K.
Recommended Citation
GB/T 7714
Wang Zijie,Liu Rongke,Liu Qirui,et al. QoS-Oriented Sensing-Communication-Control Co-Design for UAV-Enabled Positioning[J]. IEEE Transactions on Green Communications and Networking, 2023, 7(1), 497-511.
APA Wang Zijie., Liu Rongke., Liu Qirui., Han Lincong., Wu Yuan., & Thompson John S. (2023). QoS-Oriented Sensing-Communication-Control Co-Design for UAV-Enabled Positioning. IEEE Transactions on Green Communications and Networking, 7(1), 497-511.
MLA Wang Zijie,et al."QoS-Oriented Sensing-Communication-Control Co-Design for UAV-Enabled Positioning".IEEE Transactions on Green Communications and Networking 7.1(2023):497-511.
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