학술논문

Location Error Analysis for Collaborative Beamforming in UAVs Random Array
Document Type
Periodical
Source
IEEE Wireless Communications Letters IEEE Wireless Commun. Lett. Wireless Communications Letters, IEEE. 13(3):904-907 Mar, 2024
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Signal Processing and Analysis
Array signal processing
Collaboration
Autonomous aerial vehicles
Gaussian distribution
Attenuation
Azimuth
Distribution functions
UAVs array
relative position-based formation
location error
collaborative beamforming
Language
ISSN
2162-2337
2162-2345
Abstract
Spatially randomly distributed unmanned aerial vehicles (UAVs) cooperate with each other to form a virtual array and implement collaborative beamforming, which can improve communication distance. However, due to limitations in location algorithm and airflow disturbances, the location of UAV is difficult to estimate accurately, which leads to the degradation of collaborative beamforming performance. Hence, in this letter, by considering the UAVs random array adopts relative position-based formation, where the location error of one UAV may accumulate in subsequent UAVs, the expressions of average far-field beampattern, peak power attenuation, and complementary cumulative distribution function (CCDF) for collaborative beamforming are deduced and analyzed. The results demonstrate that with the increase of location error, average far-field beampattern and CCDF deteriorate, and peak power attenuation increases. In addition, when the number of UAVs is large, even slight location errors lead to sharp drops in peak power and CCDF.