多传感器数据融合系统闭环控制模式的构成与分析
CONSTRUCTION AND ANALYSIS OF CLOSED LOOP CONTROL SCHEME FOR MULTISENSOR DATA FUSION SYSTEMS
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摘要: 本文从闭环控制的角度,通过对数据融合系统功能的划分,提出了由传感器子系统、数据融合子系统、决策支持子系统和传感器管理子系统构成的数据融合系统的闭环控制模式;然后分析了该控制模式中四个子系统的功能、构成及采用的融合算法;最后论述了闭环控制模式的整体优化功能.Abstract: From the view of closed loop control, the closed loop control scheme of data fusion systems is proposed. The scheme is composed of by sensor subsystem, data fusion subsystem, decision support subsystem and sensor management subsystem via functional partition of data fusion systems. Then, functions, constitutions and adoptive fusion algorithms of four subsystems are analyzed. Finally, the whole optimal functions of closed loop control scheme is discussed.