典型文献
An anti-main-lobe jamming algorithm for airborne early warning radar based on APC-SVRGD joint optimization
文献摘要：
Main lobe jamming seriously affects the detection performance of airborne early warning radar.The joint pro-cessing of polarization-space has become an effective way to suppress the main lobe jamming.To avoid the main beam dis-tortion and wave crest migration caused by the main lobe jam-ming in adaptive beamforming,a joint optimization algorithm based on adaptive polarization canceller(APC)and stochastic variance reduction gradient descent(SVRGD)is proposed.First,the polarization plane array structure and receiving signal model based on primary and auxiliary array cancellation are estab-lished,and an APC iterative algorithm model is constructed to calculate the optimal weight vector of the auxiliary channel.Second,based on the stochastic gradient descent principle,the variance reduction method is introduced to modify the gradient through internal and external iteration to reduce the variance of the stochastic gradient estimation,the airspace optimal weight vector is calculated and the equivalent weight vector is intro-duced to measure the beamforming effect.Third,by setting up a planar polarization array simulation scene,the performance of the algorithm against the interference of the main lobe and the side lobe is analyzed,and the effectiveness of the algorithm is verified under the condition of short snapshot number and cer-tain signal to interference plus noise ratio.
文献关键词：
中图分类号：
作者姓名：
PENG Fang;WU Jun;WANG Shuai;LI Zhijun;XIANG Jianjun
作者机构：
Aviation Engineering School,Air Force Engineering University,Xi'an 710038,China;Air Traffic Control and Navigation School,Air Force Engineering University,Xi'an 710051,China
文献出处：
引用格式：
[1]PENG Fang;WU Jun;WANG Shuai;LI Zhijun;XIANG Jianjun-.An anti-main-lobe jamming algorithm for airborne early warning radar based on APC-SVRGD joint optimization)[J].系统工程与电子技术（英文版）,2022(01):134-143
A类：
SVRGD,tortion,canceller
B类：
An,anti,main,lobe,jamming,algorithm,airborne,early,warning,radar,APC,joint,optimization,Main,seriously,affects,detection,performance,cessing,polarization,become,way,suppress,To,avoid,dis,wave,crest,migration,caused,by,adaptive,beamforming,stochastic,variance,reduction,gradient,descent,proposed,First,plane,array,structure,receiving,signal,model,primary,auxiliary,cancellation,are,estab,lished,iterative,constructed,optimal,weight,vector,channel,Second,principle,method,introduced,modify,through,internal,external,iteration,reduce,estimation,airspace,calculated,equivalent,measure,Third,setting,planar,simulation,scene,against,interference,side,analyzed,effectiveness,verified,under,condition,short,snapshot,number,cer,tain,plus,noise
AB值：
0.46922
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