CAJ | 학술논문

针对装备保障信息存在不确定性，仅利用单一信息进行决策误差大的问题，将DSmT算法引入装备保障信息融合过程，构建了装备保障信息融合模型，详细说明了广义基本置信分配的构建过程，在此基础上，根据信息中心的特点，为数据中心设定相应权值并据此对广义基本置信分配作进一步改进。经仿真算例验证表明，融合模型能较好地处理不确定性和高冲突性信息，有效显示多源数据中蕴含的信息，为装备保障指挥决策提供有益的参考。
침대장비보장신식존재불학정성，부이용단일신식진행결책오차대적문제，장DSmT산법인입장비보장신식융합과정，구건료장비보장신식융합모형，상세설명료엄의기본치신분배적구건과정，재차기출상，근거신식중심적특점，위수거중심설정상응권치병거차대엄의기본치신분배작진일보개진。경방진산례험증표명，융합모형능교호지처리불학정성화고충돌성신식，유효현시다원수거중온함적신식，위장비보장지휘결책제공유익적삼고。
Aiming at uncertain of equipment support information and high error while making decision with single information source,this paper introduces DSmT arithmetic into fusing of equipment support information,propose a new information fusion model for equipment support,describes the process of constructing Generalized Basic Belief Assignment (GBBA),on the base of GBBA,setting weight for information centers every level according to their characteristics,and then,improves the GBBA with the weights. The simulation results show that the fusion model is of higher reliability when deal with uncertain or conflict information,can get helpful information from uncertain data,and useful for equipment support decision making.