cell-free massive MIMO; integrated sensing and communication; mobile unmanned aerial vehicle; tethered unmanned aerial vehicle; Aerial vehicle; Cell-free; Cell-free massive MIMO; Integrated sensing; Integrated sensing and communication; Mobile unmanned aerial vehicles; Multiple inputs; Multiple outputs; Performance; Tethered unmanned aerial vehicle; Computer Networks and Communications; Electrical and Electronic Engineering
Résumé :
[en] The employment of unmanned aerial vehicles (UAVs) aligned with multistatic sensing in integrated sensing and communication (ISAC) systems can provide remarkable performance gains in sensing, by taking advantage of the cell-free massive multiple-input multiple-output (mMIMO) architecture. Under these considerations, in this paper, the achievable sensing signal-to-noise-plus-interference ratio (SINR) of a cell-free mMIMO ISAC UAV-based network is evaluated for two different deployments of UAVs, namely, mobile and tethered. In both scenarios, a transmit precoder that jointly optimizes the sensing and communication requirements subjected to power constraints is designed. Specifically, for the scenario with mobile UAVs, beyond the transmit precoding, we also optimize the position of the transmit UAVs through particle swarm optimization (PSO). The results show that, although tethered UAVs have a more efficient power allocation, the proposed position control algorithm for the mobile UAVs can achieve a superior gain in terms of sensing SINR.
Centre de recherche :
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > SIGCOM - Signal Processing & Communications Centre for Wireless Communications - University of Oulu
Disciplines :
Ingénierie électrique & électronique
Auteur, co-auteur :
FLORES CABEZAS, Xavier Alejandro ✱; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom ; Centre for Wireless Communications (CWC), University of Oulu, Finland
Da Silva, Isabella W.G. ✱; Centre for Wireless Communications (CWC), University of Oulu, Finland ; Centre for Wireless Innovation (CWI), Queen's University Belfast, United Kingdom
Juntti, Markku; Centre for Wireless Communications (CWC), University of Oulu, Finland
✱ Ces auteurs ont contribué de façon équivalente à la publication.
Co-auteurs externes :
yes
Langue du document :
Anglais
Titre :
Performance of UAV-based Cell-free mMIMO ISAC Networks: Tethered vs. Mobile
Date de publication/diffusion :
20 août 2024
Nom de la manifestation :
ICC 2024 - IEEE International Conference on Communications
Lieu de la manifestation :
Denver, Usa
Date de la manifestation :
09-06-2024 => 13-06-2024
Manifestation à portée :
International
Titre de l'ouvrage principal :
ICC 2024 - IEEE International Conference on Communications
Editeur scientifique :
Valenti, Matthew
Maison d'édition :
Institute of Electrical and Electronics Engineers Inc.
A. V. Savkin, W. Ni, and M. Eskandari, "Effective UAV navigation for cellular-assisted radio sensing, imaging, and tracking, " IEEE Trans. on Veh. Technol., vol. 72, no. 10, pp. 13729-13733, 2023.
S. Martínez-Rozas, D. Alejo, F. Caballero, and L. Merino, "Path and trajectory planning of a tethered UAV-UGV marsupial robotic system, " IEEE Robot. and Autom Lett., vol. 8, no. 10, pp. 6475-6482, 2023.
S. Khemiri, M. A. Kishk, and M.-S. Alouini, "Tethered UAV deployment strategies: The coverage and energy efficiency trade-off, " IEEE Open J. of the Commun. Soc., vol. 4, pp. 2561-2577, 2023.
C. Qiu et al., "Multiple UAV-mounted base station placement and user association with joint fronthaul and backhaul optimization, " IEEE Trans. on Commun., vol. 68, no. 9, pp. 5864-5877, 2020.
M. M. Abdelhakam et al., "Joint trajectory and CoMP clustering optimization in UAV-assisted cellular systems: A coalition formation game approach, " EURASIP J. on Wireless Commun. and Networ., vol. 2023, no. 1, p. 93, 2023.
T. Wild, V. Braun, and H. Viswanathan, "Joint design of communication and sensing for beyond 5G and 6G systems, " IEEE Access, vol. 9, pp. 30845-30857, 2021.
J. Wu, W. Yuan, and L. Hanzo, "When UAVs meet ISAC: Real-time trajectory design for secure communications, " IEEE Trans. on Veh. Technol., pp. 1-6, 2023.
Z. Lyu, G. Zhu, and J. Xu, "Joint maneuver and beamforming design for UAV-enabled integrated sensing and communication, " IEEE Trans. on Wireless Commun., vol. 22, no. 4, pp. 2424-2440, 2023.
Z. Behdad et al., "Multi-static target detection and power allocation for integrated sensing and communication in cell-free massive MIMO, " arXiv preprint arXiv: 2305. 12523, 2023.
Y. Huang et al., "Coordinated power control for network integrated sensing and communication, " IEEE Trans. on Veh. Technol., vol. 71, no. 12, pp. 13361-13365, 2022.
P. Wang et al., "Joint transceiver and large intelligent surface design for massive MIMO mmWave systems, " IEEE Tran. on Wireless Commun., vol. 20, no. 2, pp. 1052-1064, 2021.
T. Cheng et al., "IRS-enabled secure G2A communications for UAV system with aerial eavesdropping, " IEEE Sys. J., vol. 17, no. 3, pp. 3670-3681, 2023.
X. A. F. Cabezas, D. P. M. Osorio, and M. Juntti, "A multi-armed bandit framework for efficient UAV-based cooperative jamming coverage, " IEEE Trans. on Veh. Technol., pp. 1-6, 2023.
Y. del Valle et al., "Particle swarm optimization: Basic concepts, variants and applications in power systems, " IEEE Trans. on Evol. Computat., vol. 12, no. 2, pp. 171-195, 2008.
I. W. G. da Silva, D. P. M. Osorio, and M. Juntti, "Multi-static ISAC in cell-free massive MIMO: Precoder design and privacy assessment, " arXiv preprint arXiv: 2309. 13368, 2023.
I. W. G. da Silva, E. E. B. Olivo, M. Katz, and D. P. M. Osorio, "Secure precoding and user association for multiuser hybrid RF/VLC systems, " 2023.
