학술논문

Snow Depth Measurements With Ultra-Wideband Compact FMCW Radar on a Small Unmanned Aircraft System
Document Type
Periodical
Source
IEEE Journal of Radio Frequency Identification IEEE J. Radio Freq. Identif. Radio Frequency Identification, IEEE Journal of. 7:343-351 2023
Subject
Fields, Waves and Electromagnetics
Communication, Networking and Broadcast Technologies
Signal Processing and Analysis
Snow
Radar measurements
Chirp
Laser radar
Spaceborne radar
Optical variables measurement
Autonomous aerial vehicles
Ultra wideband radar
FMCW radar
low power
snow depth measurement
small unmanned aircraft system (sUAS)
Language
ISSN
2469-7281
2469-729X
Abstract
This paper presents results from a field deployment of a small Unmanned Aircraft System (sUAS) radar in Colorado-Grand Mesa during Spring-2022 for measurements over snow. The stand-alone, low-power, compact, and Frequency Modulated Continuous Wave (FMCW) radar on a sUAS is used for these measurements. The radar operates over the frequency range of 2.8-5.8 GHz. The transmit signal is obtained by down-converting 77–81 GHz chirp generated with an automotive radar. The radar operates with a low output power of only 3 dBm (2 mW) to mitigate interference to nearby communication systems with a chirp duration of $250 \mu \text{s}$ . The received signal is up-converted back to 77–81 GHz for digitization and processing using the automotive radar data capture board. The radar data are processed with a fully focused Synthetic Aperture Radar (SAR) algorithm after applying phase and amplitude corrections to the transmitter chirp to obtain nearly ideal point target responses. The radar mapped air-snow and snow-ground surface interfaces as well as the snow internal layers with snow depth exceeding 2 m in areas covered with 15–25 m tall trees. In addition, the radar-generated snow thicknesses are within ±10 cm of in-situ measurements.