%0 Journal Article
%T StochasticDistributionControlofSingularSystems:OutputPDFShaping
%A H.YUE
%A A.J.A.LEPRAND
%A H.WANG
%J 自动化学报
%P 151-160
%D 2005
%X ？Thispaperpresentsanewalgorithmdesignedtocontroltheshapeoftheoutputprobabilitydensityfunction(PDF)ofsingularsystemssubjectedtonon-Gaussianinput.TheaimistoselectacontrolinputuksuchthattheoutputPDFismadeascloseaspossibletoagivenPDF.BasedontheB-splineneuralnetworkapproximationoftheoutputPDF,thecontrolalgorithmisformulatedbyextendingthedevelopedPDFcontrolstrategiesofnon-singularsystemstosingularsystems.Ithasbeenshownthatundercertainconditionsthestabilityoftheclosed-loopsystemcanbeguaranteed.Simulationexamplesaregiventoshowtheeffectivenessoftheproposedcontrolalgorithm.
%K Singularsystems
%K dynamicstochasticsystems
%K probabilitydensityfunction(PDF)
%K B-splinesneuralnetworks
%U http://www.aas.net.cn/CN/abstract/abstract15499.shtml