Modeling analysis of UAV communication cyclostationary signal based on virtual reality

Article type: Research Article

Authors: Fan, Yu

Affiliations: School of Information Technology, Jiangsu Open University, Nanjing, Jiangsu 210000, China | E-mail: fy202155@126.com

Correspondence: [*] Corresponding author: School of Information Technology, Jiangsu Open University, Nanjing, Jiangsu 210000, China. E-mail: fy202155@126.com.

Abstract: In order to reduce the redundancy of the analysis process of UAV communication cyclostationary signal, a modeling and analysis method of UAV communication cyclostationary signal based on virtual reality technology is proposed. Using the VR technology, the 3D scene of UAV flight is reconstructed, and the mutual information and correlation dimension are obtained. Using the maximum negative entropy FastICA algorithm and non-cyclic stationary signal processing algorithm, the anti-jamming model of cyclic stationary signal processing is established by analyzing the signal compression performance and time delay of pseudo-random sequence. The experimental results show that there is no obvious signal fluctuation in the time domain of the oscillation signal and the reconstruction results of the oscillation signal, and the amplitude fluctuation is not large.

Keywords: Virtual reality technology, UAV communication, cyclostationary signal, anti-jamming

DOI: 10.3233/JCM-226458

Journal: Journal of Computational Methods in Sciences and Engineering, vol. 23, no. 2, pp. 899-911, 2023