A Fast UAV Trajectory Planning Framework in RIS-Assisted Communication Systems With Accelerated Learning via Multithreading and Federating
South Dakota State University · Pennsylvania State University · +2 more institutions
Abstract
Reconfigurable Intelligent Surface (RIS)-assisted uncrewed Aerial Vehicle (UAV) communications have been realized as essential to space-air-group system integration in the 6 G technology landscape. Trajectory planning plays a crucial role in RIS-assisted UAV communications to face the challenges of UAV’s limited power capacities and dynamic wireless channels. Existing solutions assume complete channel state information, focus on single-rotor UAVs, and rely heavily on time-consuming training processes for machine learning; thus, they lack applicability to deal with highly dynamic real-world scenarios. To fill these research gaps, we aim to characterize RIS-assisted UAV communications and design responsive and…
Citation impact
- FWCI
- 55.38
- Percentile
- 100%
- References
- 48
Authors
5Topics & keywords
- Computer science
- Multithreading
- Trajectory
- Computer network
- Operating system
- Distributed computing
- Thread (computing)
- Physics