估计理论,信息融合,优化学习,远程预警数据处理应用等
1.国家自然科学基金面上项目面向远程预警大数据处理的分层EM理论及方法研究(负责人),2014-2017
2.国家自然科学基金重点项目基于联合决策与估计的高频超视距雷达信息处理与融合(第二)2012-2016
3.总装备部武器装备预研基金基于辅助信源信息融合的××处理研究(负责人),2012-2014
4.航空科学基金目标特性与环境特性深度耦合下同源航迹回朔与粘连(负责人),2012-2014
5.国家自然科学基金面上项目量测随机缺失多速率系统估计理论与应用(负责人),2011-2013
6.国家自然科学基金重点项目具有复杂系统特征的运动目标多模多尺度自适应估计与辨识(第四),2007-2010
7.教育部新世纪优秀人才支持计划项目(负责人),2006-2009
8.国家自然科学基金青年项目网络化混合系统多源信息估计与融合的关键问题(负责人),2005
9.国家自然科学基金面上项目针对多种异类信息的混合估计与融合理论及其应用研究(负责人),2003
10.中电14所项目贝叶斯检测与跟踪一体化算法(负责人),2014-2015
11.总装武器装备论证中心项目××分辨建模研究(负责人),2012-2013
12.中航613所项目××络智能化管理技术研究(负责人),2010-2011
13.中电10所项目××体系基本生成软件(负责人),2010-2011
14.中电14所项目××雷达数据处理算法与工程实现(负责人),2005-2009
15.中电10所项目××多传感器信息融合(负责人),2005-2008
16.中电14所项目××跟踪算法性能评估系统(负责人),2003-2005
在IEEETSP、TAC、Automatica等处发表和录用SCI期刊论文30余篇,出版专著3部。中国科学引文数据库他引321次,Google近五年引用600余次。授权技术发明专利5项,成功应用于中电14所、10所、中航613所等国防科研单位。
专著
梁彦,潘泉,杨峰等.《复杂系统的现代估计理论及应用》.科学出版社,2009
潘泉,梁彦,杨峰等.《现代目标跟踪与信息融合》.国防工业出版社,2009
赵春晖,潘泉,梁彦等.《视频图像运动目标分析》.国防工业出版社,2011
SCI国际期刊论文
2014-2015
兰华,梁彦,潘泉等.JointmultipathdataassociationandfusionforOTHRtargettracking,IEEETransactionsonSignalProcessing,2014,62(11),2814-2826
王小旭,梁彦,潘泉等.NonlinearGaussiansmootherswithcoloredmeasurementnoise,IEEETransactionsonAutomaticControl,2015,DOI:10.1109/TAC.2014.2337991
王小旭,梁彦,潘泉等.Generalequivalencebetweentwokindsofnoise-correlationfilters,Automatica,2014,50(12),3316-3318
焦连猛,潘泉,Denoeux,Thierry,梁彦.Beliefrule-basedclassificationsystem:ExtensionofFRBCSinbelieffunctionsframework,InformationSciences,2015,26-49
冯肖雪,SnoussiHichem,梁彦,焦连猛.Constrainedstateestimationforindividuallocalizationinwirelessbodysensornetworks,Sensors,2014,14(11),21195-21212
耿航,梁彦,王小旭等.Faultdetectionformulti-ratesensorfusionundermultipleuncertainties,IETControlTheory&Application,2015,DOI:10.1049/iet-cta.2014.1134
耿航,梁彦,张晓婧.Linear-minimum-mean-square-erroroberverformulti-ratesensorfusionwithmissingmeasurements,IETControlTheory&Application,2014,8(14),1375-1383
王小旭,梁彦,潘泉等.NonlinearGaussiansmootherswithcoloredmeasurementnoise,IETControltheory&Applications,2014,8(11),996-1008
杨衍波,梁彦,潘泉等.Linearminimum-mean-squareerrorestimationofMarkovianjumplinearsystemswithStochasticcoefficientmatrices,IETControltheory&Applications,2014,8(12),1112-1126
周林,梁彦,潘泉等.Linearminimummeansquaredestimationofmeasurementbiasdrivenbystructuredunknowninputs,IETRadar,Sonar&Navigation,2014,8(8),977-986
冯肖雪,梁彦,周林等.JointmodeidentificationandlocalizationimprovementofOTHRwithforward-basedreceivers,IETRadar,Sonar&Navigation,2014,8(5),490-500
秦月梅,梁彦,杨衍波等.Adaptivefilterofnon-linearsystemswithgeneralisedunknowndisturbances,IETRadar,Sonar&Navigation,2014,8(4),307-317
耿航,梁彦,张晓婧等.Fast-rateresidualgeneratorbasedonmultipleslow-ratesensors,IETSignalProcessing,2014,8(8),878-884
杨衍波,梁彦,杨峰等.Linearminimum-mean-squareerrorestimationofMarkovianjumplinearsystemswithrandomlydelayedmeasurements,IETSignalProcessing,2014,8(6),658-667
王莉,梁彦,王小旭等.GaussiansumfilterofMarkovjumpnonlinearsystems,IETSignalProcessing,2015,DOI:10.1049/iet-spr.2014.0066
凌志刚,梁彦等.AdaptiveExtendedPiecewiseHistogramEqualizationforDarkImageEnhancement,IETImageProcessing,录用
王小旭,梁彦,潘泉等.DesignandimplementationofGaussianfilterfornonlinearsystemwithrandomlydelayedmeasurementsandcorrelatednoises.AppliedMathematics&Computation,2014,232,1011-1024
刘勇,梁彦,刘准钆等.AnovelrobustMMfilteragainstoutliers,AsianJournalofControl,2014,DOI:10.1002/asjc.1042
王小旭,潘泉,梁彦,李汉周.Gaussiansumapproximationfilterfornonlineardynamictime-delaysystem,NonlinearDynamics,2015,DOI:10.1007/s11071-015-2171-5
2012-2013
王小旭,梁彦,杨峰等.AGaussian-approximationrecursivefilterfornonlinearsystemswithcorrelatednoises,Automatica,2013,48(9),pp2290-2297
王小旭,潘泉,梁彦.Gaussiansmoothersfornonlinearsystemswithone-steprandomlydelayedmeasurements,IEEETransactionsonAutomaticControl,2013,58(3),pp192-204
梁彦,冯肖雪,杨峰等.Thedistributedinfectiousdiseasemodelanditsapplicationtocollaborativesensorwakeupofwirelesssensornetworks,InformationSciences,2013,223,pp192-204
王小旭,梁彦,潘泉.Gaussianfilterfornonlinearsystemswithone-steprandomlydelayedmeasurements,Automatica,2012,49(4),pp976-986
兰华,梁彦,杨峰等.Jointestimationandidentificationforstochasticsystemswithunknowninputs,IETControlTheory&Applications,2013,7(10),pp1377-1386
2003-2010
梁彦,陈通文,潘泉.Optimallinearstateestimatorwithmultiplepacketdropouts,IEEETransactionsonAutomaticControl,2010,55(6),1428-1433
梁彦,陈通文,潘泉.Multi-ratestochasticH∞filteringfornetworkedmulti-sensorfusion,Automatica,2010,46(2),437-444
梁彦,曹建农,张磊等.Abiologicallyinspiredsensorwakeupcontrolmethodforwirelesssensornetworks,IEEETransactionsonSystemsManandCyberneticsPartC-ApplicationsandReviews.2010,40(5),525-538
左军毅,梁彦,张怡哲等.Particlefilterwithmultimodesamplingstrategy,SignalProcessing,2013,93,3192-3201
梁彦,安德玺,周东华等.Afinite-horizonadaptiveKalmanfilterforlinearsystemswithunknowndisturbances,SignalProcessing,2004,84(11),2175-2194
梁彦,张磊,周东华等.Estimationofsystemswithstatistically-constrainedinputs.AppliedMathematics&Computation.2010,217(6),2644-2656
王永忠,梁彦,张磊等.Adaptivespatiotemporalbackgroundmodeling,IETComputerVision,2012,6(5),451-458
梁彦,张磊,潘泉等.StatesmoothinginMarkovjumpsystemswithlaggedmodeobservation.InternationalJournalofAdaptiveControl&SignalProcessing,2010,24(11),1005-1020
连玮,张磊,梁彦等.Aquadraticprogrammingbasedclustercorrespondenceprojectionalgorithmforfastpointmatching,ComputerVision&ImageUnderstanding,2010,114(3),322-333
梁彦,陈通文,潘泉.Multi-rateoptimalstateestimation,InternationalJournalofControl,2009,82(11),2059-2076
梁彦,周东华,张磊等.Adaptivefilteringforstochasticsystemswithgeneralizeddisturbanceinputs,IEEESignalProcessingLetters,2008,15,645-648
梁彦,安德玺,周东华等.Estimationoftime-varyingtimedelayandparametersofaclassofjumpMarkovnonlinearstochasticsystems,Computers&ChemicalEngineering,2003,27(12),1761-1778
陕西省科学技术二等奖“机载不确定信息融合理论及其应用”(2014,排名第一)
陕西省科学技术二等奖“复杂系统现代估计理论及应用”(2010,排名第一)
陕西省科学技术二等奖“多源信息、多尺度、多模估计与融合技术”(2004,排名第三)
陕西省青年科技奖(2004,荣誉)
国防科技进步三等奖“多传感器数据融合技术及其××应用研究”(2003,排名第五)
教育部科技进步三等奖“鲁棒实时主被动跟踪及图像处理与识别技术”(1999,排名第八)