Title :
Multi-scale parallel wind field estimation on-line in flight of UAVs
Author :
Yaohong Qu ; Lili Yu ; Qiang Wei ; Youmin Zhang
Author_Institution :
Sch. of Autom., Northwestern Polytech. Univ., Xi´an, China
Abstract :
A method of estimating three dimensional wind field based on the multi-scale parallel algorithm in flight of the UAVs is presented in this paper. The primary employment is to establish the sideslip angle estimation model and further to obtain the wind field model; a second employment is to research the multi-scale parallel algorithm for estimating the wind field in frequency. Results of simulation show that the wind estimation model can accurately recover the real wind and the proposed multi-scale parallel algorithm can reflect multiple frequencies of the wind simultaneously.
Keywords :
autonomous aerial vehicles; estimation theory; mobile robots; parallel algorithms; UAVs; multiscale parallel 3D wind field estimation; multiscale parallel algorithm; sideslip angle estimation model; wind field estimation model; Equations; Estimation; Global Positioning System; Mathematical model; Noise; Parallel algorithms; Wind speed; UAV; multi-scale parallel algorithm; the sideslip angle; wind field estimation;
Conference_Titel :
Guidance, Navigation and Control Conference (CGNCC), 2014 IEEE Chinese
Conference_Location :
Yantai
Print_ISBN :
978-1-4799-4700-3
DOI :
10.1109/CGNCC.2014.7007426