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RADAR SIGNAL PROCESSING DEVICE, RADAR SENSOR SYSTEM, AND SIGNAL PROCESSING METHOD

机译:雷达信号处理装置,雷达传感器系统和信号处理方法

摘要

This radar signal processing device (1) operates in cooperation with a sensor unit (10). The radar signal processing device (1) is provided with: a frequency analysis unit (49) that performs frequency analysis on reception signals in one or more reception channels generated in a sensor unit (10); a target object recognition unit (61) that calculates, on the basis of the frequency analysis result, measurement values of one or more types of feature amounts characterizing the state of a target object moving in an observation space; and a learned data storage unit (63) that stores one or more learned data sets which define a distribution of probability that the one or more types of feature amounts are measured when one or more recognition targets have been observed in the observation space. The target object recognition unit (61) refers to the learned data storage unit (63), calculates posterior probability that a target object belongs to one or more classes, on the basis of the measurement values by using the learned data sets, and recognizes the target object on the basis of the calculated posterior probability.
机译:该雷达信号处理装置(1)与传感器单元(10)配合操作。雷达信号处理装置(1)提供:频率分析单元(49),其对在传感器单元(10)中产生的一个或多个接收信道中的接收信号中执行频率分析;一个目标对象识别单元(61),其基于频率分析结果计算一个或多种类型的特征量的测量值,其表征在观察空间中移动的目标对象的状态;存储一个或多个学习数据集的学习数据存储单元(63),其定义了在观察空间中观察到一个或多个识别目标时测量一个或多种类型的特征量的概率分布。目标对象识别单元(61)指的是学习的数据存储单元(63),基于测量值通过使用学习的数据集来计算目标对象所属的后概率,并且识别目标对象基于计算的后验概率。

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