Impact of Rotary-Wing UAV Wobbling on Millimeter-Wave Air-to-Ground Wireless Channel

Millimeter-wave rotary-wing (RW) unmanned aerial vehicle (UAV) air-to-ground (A2G) links face unpredictable Doppler effect arising from the inevitable wobbling of RW UAV. Moreover, the time-varying channel characteristics during transmission lead to inaccurate channel estimation, which in turn resul...

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Bibliographic Details
Published in:IEEE transactions on vehicular technology 2022-09, Vol.71 (9), p.9174-9185
Main Authors: Yang, Songjiang, Zhang, Zitian, Zhang, Jiliang, Zhang, Jie
Format: Article
Language:English
Subjects:
Analytical models
Autocorrelation functions
Autonomous aerial vehicles
Channel modeling
Doppler effect
Hovering
Mathematical models
millimeter wave
Millimeter wave communication
Millimeter wave propagation
Millimeter wave technology
Millimeter waves
rotary-wing UAV
Unmanned aerial vehicles
Vibrations
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Summary:Millimeter-wave rotary-wing (RW) unmanned aerial vehicle (UAV) air-to-ground (A2G) links face unpredictable Doppler effect arising from the inevitable wobbling of RW UAV. Moreover, the time-varying channel characteristics during transmission lead to inaccurate channel estimation, which in turn results in the deteriorated bit error probability performance of the UAV A2G link. This paper studies the impact of mechanical wobbling on the Doppler effect of the millimeter-wave wireless channel between a hovering RW UAV and a ground node. Our contributions of this paper lie in: i) modeling the wobbling process of a hovering RW UAV; ii) developing an analytical model to derive the temporal autocorrelation function (ACF) for the millimeter-wave RW UAV A2G link in a closed-form expression; and iii) investigating how RW UAV wobbling impacts the Doppler effect on the millimeter-wave RW UAV A2G link. Numerical results show that different RW UAV wobbling patterns impact the amplitude and the frequency of ACF oscillation in the millimeter-wave RW UAV A2G link. For UAV wobbling, the temporal ACF decreases quickly and the impact of the Doppler effect is significant on the millimeter-wave A2G link.
ISSN:0018-9545
1939-9359
DOI:10.1109/TVT.2022.3181334