Journal Home Online First Current Issue Archive For Authors Journal Information 中文版

Strategic Study of CAE >> 2005, Volume 7, Issue 3

Performance Evaluation in Automatic Target Recognition Based on Fuzzy Comprehensive Evaluation and Statistics

Institute of Space Electronics in Electronic Science and Engineering School of National University of Defense Technology , Changsha 410073 , China

Funding project:国家自然科学基金资助项目(69901005);国防预研资助项目(41303040203);国家杰出青年资助项目(600125102) Received: 2004-04-22 Revised: 2004-09-05 Available online: 2005-03-20

Next Previous

Abstract

Aiming at performance evaluation of Automatic Target Recognition (ATR), the evaluation indexes and their measurement method are chosen with the application of statistics. Then, with the application of fuzzy comprehensive evaluation, an opening performance evaluation model is formed. This model can offer quantitative object conclusion. In the end, simulation is carried out by test data.

References

[ 1 ] NasrHN Automaticobjectrecognition[A].SPIEProceedings1990SPIEAutomaticObjectRecognitionConference, VolIS7[C].CocoaBeach, Florida, 1990.2~3

[ 2 ] 郁文贤.智能化识别方法及其在舰船雷达目标识别系统中的应用[D].长沙:国防科技大学ATR国家重点实验室, 1992

[ 3 ] ArnoldCW .ImproveATRperformanceevaluationviamodeseeking[A ].SPIEProceedingsSignalProcessing, SensorFusion, andTargetRecognitionIVConference, Vol2484[C ].Orlando, FL , Bellingham, WA , 1995.574~582

[ 4 ] MohdMA .PerformancecharacterizationandsensitivityanalysisofATRalgorithmstoscene        distortions[A ].SPIEProceedingsArchitecture, Hardware, andForward lookingInfraredIssuesinAutomaticTargetRecognition, Vol1957[C ].Orlando, FL , Bellingham, WA , 1993.203~214

[ 5 ] NasrHN .Automatedinstrumentationevaluationanddiagnosticsofautomatictargetrecognitionsystems[A].SPIEProceedings1990SPIEAutomaticObjectRecognitionConference, VolIS7[C].CocoaBeach, Florida, 1990.202~213

[ 6 ] BasshamCB .Automatictargetrecognitionclassificationsystemevaluationmethodology[D].US :AirForceInstituteofTechnology, 2002

[ 7 ] MossingJC , RossTD , BradleyJ .EvaluationofSARATRAlgorithmPerformanceSensitivitytoMSTARExtendedOperatingConditions[R].AvailableFromNTISNoADA357055/XAB , Arp1998

[ 8 ] DudgeonDE .ATRPerformanceModelingandEstimation[R ].AvailableFromNTISNoADA357723/XAB , 1998

[ 9 ] 贺仲雄.模糊数学及其应用[M ].天津:天津科学技术出版社, 1982.188~218 link1

[10] 李洪兴, 汪 群, 段钦治, 等.工程糊数学方法及其应用[M ].天津:天津科学技术出版社, 1993.132~136

[11] 盛 骤, 谢式千, 潘承毅.概率论与数理统计[M].北京:高等教育出版社, 1989.72~179 link1

[12] 付耀文.基于信息融合的雷达目标识别研究[D].长沙:国防科技大学ATR国家重点实验室, 2003

[13] 王保义, 时振栋.电磁场在目标识别中的应用[M].北京:电子工业出版社, 1995.72~77 link1

[14] 姜卫东.光学区雷达目标结构成像的理论及其在雷达目标识别中的应用[D].长沙:国防科技大学ATR国家重点实验室, 2000 link1

Related Research