A UAV-Aided Real-Time Channel Sounder for Highly Dynamic Nonstationary A2G Scenarios

Kai Mao, Qiuming Zhu*, Yanheng Qiu, Xin Liu, Maozhong Song, Wei Fan, Andre B.J. Kokkeler, Yang Miao

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

95 Citations (Scopus)
213 Downloads (Pure)

Abstract

With the rapid development and broad applications of unmanned aerial vehicle (UAV)-based wireless stations in the sky, fundamental understanding and characterization of the realistic air-to-ground (A2G) communication link properties are crucial. In this article, a UAV-aided channel sounder with a real-time processing hardware system is developed for highly dynamic and nonstationary A2G channel measurements. In the hardware system, a global positioning system (GPS)-based triggering signal is designed, the equivalent antenna pattern affected by the UAV airframe is considered, and an appropriate sounding signal is selected, to improve the accuracy of measured channel impulse response (CIR). Moreover, real-time hardware processing algorithms for raw channel data, that is, CIR extraction, system response elimination (SRE), power loss recovery (PLR), and adaptive multipath component (MPC) recognition are developed and implemented on a single field-programmable gate array (FPGA) chip. In this way, the required storage size of channel data and the processing time for one slice of CIR is greatly decreased, which can meet the requirement of nonstationary A2G channel measurement with a high sampling rate and long-time measurement. A commercial channel emulator is used to reproduce controllable channels and verify the performance of the developed channel sounder. Finally, the developed channel sounder is applied to carry out A2G measurement campaigns at 3.5 GHz in a campus scenario. The channel characteristics, that is, path loss (PL), K -factor, and path angle are analyzed. The measured channel characteristics are consistent with existing measurements under a similar scenario. The estimated path angles are also validated by the theoretical results. Thus, the channel sounder can be used to capture the nonstationary A2G channel characteristics for the system design and algorithm optimization of A2G communications.

Original languageEnglish
Article number6504515
JournalIEEE transactions on instrumentation and measurement
Volume72
DOIs
Publication statusPublished - 2023

Keywords

  • Channel characterization
  • Channel impulse response (CIR)
  • Channel sounder
  • Nonstationary air-to-ground (A2G) channel
  • Unmanned aerial vehicle (UAV) communications
  • 2024 OA procedure

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