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Multiple model radar tracking filter and systems and methods employing same

机译:多模型雷达跟踪滤波器及其应用系统和方法

摘要

A multiple model (MM) radar tracking filter which controls the weighting applied to outputs of first and second model functions responsive to non-Markovian switching logic, includes the first and second model functions, switching logic receiving unweighted outputs from the first and second model functions and generating first and second weighting signals, first and second multipliers generating respective first and second weighted output signals responsive to received ones of the unweighted outputs of the first and second model functions and the first and second weighting signals, and a feed back loop for providing a feedback signal to respective inputs of the first and second model functions responsive to the weighted outputs of the first and second multipliers. If desired, the MM radar tracking filter may also include a summer for generating a signal output responsive to the weighted outputs of the first and second multipliers. A method for controlling the MM radar tracking filter employing alternatives (non-Markov) switching logic is also described.
机译:多模型(MM)雷达跟踪滤波器可响应非马尔可夫切换逻辑来控制应用于第一模型功能和第二模型功能的输出的权重,包括第一模型功能和第二模型功能,切换逻辑可从第一模型功能和第二模型功能接收未加权的输出产生第一和第二加权信号,第一和第二乘法器响应于接收到的第一和第二模型函数的未加权输出以及第一和第二加权信号而产生相应的第一和第二加权输出信号,以及反馈回路,用于提供响应于第一和第二乘法器的加权输出,反馈到第一和第二模型的各个输入的反馈信号。如果需要,MM雷达跟踪滤波器还可包括求和器,用于响应于第一和第二乘法器的加权输出来生成信号输出。还描述了一种采用替代(非马尔可夫)切换逻辑的MM雷达跟踪滤波器的控制方法。

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