摘要
A method of spectrum estimation based on the genetic simulated annealing(GSA)algorithm is proposed,which is applied to retrieve the three-dimensional wind field of typhoon Nangka observed by our research group.Compared to the genetic algorithm(GA),the GSA algorithm not only extends the detection range and guarantees the accuracy of retrieval results but also demonstrates a faster retrieval speed.Experimental results indicate that both the GA and GSA algorithms can enhance the detection range by 35%more than the least squares method.However,the convergence speed of the GSA algorithm is 17 times faster than that of the GA,which is more beneficial for real-time data processing.
作者
刘珍
原禄城
汤杰
张云鹏
刘继桥
竹孝鹏
杨巨鑫
时伟
陈卫标
Zhen Liu;Lucheng Yuan;Jie Tang;Yunpeng Zhang;Jiqiao Liu;Xiaopeng Zhu;juxinYang;Wei Shi;Weibiao Chen(Aerospace Laser Technology and Systems Department,Shanghai Institute of Optics and Fine Mechanics,Chinese Academy of Sciences,Shanghai 201800,China;Center of Materials Science and Optoelectronics Engineering,University of Chinese Academy of Sciences,Bejing 100049,China;Shanghai Typhoon Institute,China Meteorological Administration,Shanghai 200030,China)
基金
supported by the Pre-research Project of Civilian Space(No.D040103)
the Joint Project of National Natural Science Foundation of China(No.U23A20379)。
