RIS-Assisted UAV-Enabled JSAC System: Joint Radio Resource and Phase Shift Optimization Framework
2023 (English)In: 2023 IEEE Globecom Workshops, GC Wkshps 2023, Institute of Electrical and Electronics Engineers (IEEE) , 2023, p. 763-768Conference paper, Published paper (Refereed)
Abstract [en]
We propose a reconfigurable intelligent surface (RIS)-assisted unmanned aerial vehicle (UAV)-enabled joint communication and sensing (JSAC) system in which multiple JSAC nodes equipped with both sensing and communication functions are deployed to perform sensing and communication simultaneously, and a communication-enabled RIS is installed to provide strong wireless links for JSAC nodes to communicate with the UAV (i.e., aerial base station). We then formulate the problem of maximizing the sum communication rate of JSAC nodes while ensuring their minimum sensing performance requirements, i.e., minimum estimation rate requirements, by jointly optimizing sub-band assignment, adaptive bandwidth allocation, and the RIS phase shift. The resulting problem is a mixed-integer nonlinear programming (MILP) problem with a non-convex structure, thus, to solve the problem efficiently, we decompose the problem into two coupled sub-problems, a sub-band assignment and adaptive bandwidth allocation problem, and a RIS phase shift problem. We propose a low-complexity iterative algorithm for solving the sub-problems in an alternating manner. Extensive simulations show that the proposed algorithm can increase the communication rate by up to 27.51 %,48.747%, and 62.0942% compared to RSA, RPS, and RSRPS schemes.
Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE) , 2023. p. 763-768
Keywords [en]
dual decomposition, Joint sensing and communication, one-to-one matching game, reconfigurable intelligent surface, unmanned aerial vehicle, whale optimization
National Category
Communication Systems
Identifiers
URN: urn:nbn:se:kth:diva-350259DOI: 10.1109/GCWkshps58843.2023.10464969Scopus ID: 2-s2.0-85190271427OAI: oai:DiVA.org:kth-350259DiVA, id: diva2:1883424
Conference
2023 IEEE Globecom Workshops, GC Wkshps 2023, Kuala Lumpur, Malaysia, Dec 4 2023 - Dec 8 2023
Note
Part of ISBN 9798350370218
QC 20240710
2024-07-102024-07-102024-07-10Bibliographically approved