# UWB Air-to-Ground Propagation Channel Measurements and Modeling using UAVs

## TL;DR

This study investigates UWB air-to-ground propagation channels using UAVs through extensive measurements in open areas, analyzing the effects of antenna orientation, UAV movement, and obstructions on signal characteristics.

## Contribution

It provides new empirical data and models for UWB AG channels with UAVs, considering various scenarios and antenna orientations, enhancing understanding for communication system design.

## Key findings

- Received power depends mainly on antenna radiation pattern in elevation.
- Antenna gain can be approximated by trigonometric functions of elevation angle.
- UAV movement and obstructions significantly affect channel characteristics.

## Abstract

This paper presents an experimental study of the air-to-ground (AG) propagation channel through ultrawideband(UWB) measurements in an open area using unmanned-aerial-vehicles (UAVs). Measurements were performed using UWB radios operating at a frequency range of 3.1 GHz - 4.8 GHz and UWB planar elliptical dipole antennas having an omni-directional pattern in the azimuth plane and typical donut shaped pattern in the elevation plane. Three scenarios were considered for the channel measurements: (i)two receivers (RXs) at different heights above the ground and placed close to each other in line-of-sight (LOS) with the transmitter (TX) on the UAV and the UAV is hovering; (ii) RXs are in obstructed line-of-sight (OLOS) with the UAV TX due to foliage, and the UAV is hovering; and, (iii) UAV is moving in a circular path. Different horizontal and vertical distances between the RXs and TX were used in the measurements. In addition, two different antenna orientations were used on the UAV antennas (vertical and horizontal) to analyze the effects of antenna radiation patterns on the UWB AG propagation. From the empirical results, it was observed that the received power depends mainly on the antenna radiation pattern in the elevation plane when the antennas are oriented in the same direction, as expected for these omni-azimuth antennas. Moreover, the overall antenna gain at the TX and RX can be approximated using trigonometric functions of the elevation angle.