系统工程与电子技术
繫統工程與電子技術
계통공정여전자기술
SYSTEMS ENGINEERING AND ELECTRONICS
2014年
7期
1269-1274
,共6页
关欣%孙贵东%郭强%何友
關訢%孫貴東%郭彊%何友
관흔%손귀동%곽강%하우
雷达辐射源识别%区间数%证据理论%基本概率赋值
雷達輻射源識彆%區間數%證據理論%基本概率賦值
뢰체복사원식별%구간수%증거이론%기본개솔부치
radar emitter recognition%interval number%evidence theory%basic probability assignment(BPA)
针对雷达辐射源参数的不确定性,研究区间类型的雷达辐射源参数识别,构造区间参数的雷达辐射源数据库。首先,利用区间数距离形成区间相似度并基于此构造一种切合实际的基本概率赋值(basic probability assignment,BPA)。再将其与证据理论结合形成辐射源识别的信度区间,利用证据组合规则对信度区间进行区间重组。最后进行自适应判决识别,得到识别结果。仿真结果表明,区间证据理论方法能够较好的处理区间类型以及区间值和标量值混合类型的辐射源参数,得到满意的识别结果,具有一定实际意义。
針對雷達輻射源參數的不確定性,研究區間類型的雷達輻射源參數識彆,構造區間參數的雷達輻射源數據庫。首先,利用區間數距離形成區間相似度併基于此構造一種切閤實際的基本概率賦值(basic probability assignment,BPA)。再將其與證據理論結閤形成輻射源識彆的信度區間,利用證據組閤規則對信度區間進行區間重組。最後進行自適應判決識彆,得到識彆結果。倣真結果錶明,區間證據理論方法能夠較好的處理區間類型以及區間值和標量值混閤類型的輻射源參數,得到滿意的識彆結果,具有一定實際意義。
침대뢰체복사원삼수적불학정성,연구구간류형적뢰체복사원삼수식별,구조구간삼수적뢰체복사원수거고。수선,이용구간수거리형성구간상사도병기우차구조일충절합실제적기본개솔부치(basic probability assignment,BPA)。재장기여증거이론결합형성복사원식별적신도구간,이용증거조합규칙대신도구간진행구간중조。최후진행자괄응판결식별,득도식별결과。방진결과표명,구간증거이론방법능구교호적처리구간류형이급구간치화표량치혼합류형적복사원삼수,득도만의적식별결과,구유일정실제의의。
To solve the uncertainty of radar emitter recognition,interval parameters are researched,and a radar emitter database is constructed with interval parameters.Interval similarity is formed by calculating the distance between the intervals,based on which a more facial basic probability assignment (BPA).Then the reli-ability interval of the emitters is introduced based on evidence theory and BPA,and reliability interval is restruc-tured by evidence combination rules.In the end,the recognition results is obtained by adaptive classification. Simulation results show that the interval evidence theory can deal with both the interval parameters and the sca-lar mixed with interval parameters well,a satisfactory recognition results are obtained,which is of practical.