Title :
Remote Relative Wind Velocity Estimation using Airborne Doppler Radar and Spectrum Analysis
Author :
Zhang, Yan ; Wang, Shang
Author_Institution :
Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA
fDate :
7/1/2011 12:00:00 AM
Abstract :
This study addresses the impacts of a three-dimensional wind field on the weather hazard sensing and the engineering tradeoffs for the remote sensing of wind fields with a single-channel airborne Doppler radar. It is shown that the radial component of relative air speed in a hazardous weather cell can be retrieved through Doppler analysis. Under the forward-looking conditions, a micro-Doppler frequency component is observed from the cross-correlation of received signals with time separations, and can be used to estimate the tangential air speeds. It is also presented that multiple parameters have a significant impact on the wind-estimation performance, including the coherent observation time (COT), turbulence, and uncorrelated random noise. Monte-Carlo simulations for airborne wind hazard estimations are performed, and the results are discussed based on 1) a single radar resolution volume with arbitrary wind-vector, and 2) realistic weather model output generated from the advanced regional prediction system (ARPS). The relative air speed estimation techniques are also verified with flight test data obtained from an X-band airborne pulsed Doppler radar.
Keywords :
Doppler radar; Monte Carlo methods; airborne radar; remote sensing by radar; ARPS; COT; Monte-Carlo simulation; X-band airborne pulsed Doppler radar; advanced regional prediction system; coherent observation time; engineering tradeoffs; flight test data; micro Doppler frequency component; relative air speed estimation techniques; remote relative wind velocity estimation; remote sensing; single-channel airborne Doppler radar; spectrum analysis; weather hazard sensing; Airborne radar; Correlation; Doppler radar; Estimation; Wind;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2011.5937256