학술논문

Aerial RIS-Assisted Direction Finding Under Doppler Effect Based on Atomic Norm Minimization
Document Type
Periodical
Source
IEEE Transactions on Vehicular Technology IEEE Trans. Veh. Technol. Vehicular Technology, IEEE Transactions on. 73(3):4482-4486 Mar, 2024
Subject
Transportation
Aerospace
Doppler shift
Millimeter wave communication
Manganese
Channel estimation
Symbols
Training
Receiving antennas
Direction finding
reconfigurable intelligent surface (RIS)
millimeter-wave (mmWave)
atomic norm minimization
Language
ISSN
0018-9545
1939-9359
Abstract
The integration of reconfigurable intelligent surface (RIS) into aerial platforms is crucial for seamless coverage in future wireless communication systems. However, to fully harness the potential benefits of aerial RIS-assisted networks, accurate knowledge of the RIS location, particularly for millimeter-wave (mmWave) frequencies, is essential. This paper addresses aerial RIS-assisted direction finding in the presence of Doppler shifts. By employing block-wise processing, we formulate reduced-dimension optimization subproblems in the vertical and horizontal directions. Leveraging the sparsity of mmWave channels, we propose an efficient direction finding algorithm based on atomic norm minimization. We analyze the performance of the proposed algorithm in comparison to existing methods, considering training overhead and computational complexity.