雷达
计算机科学
调制(音乐)
脉冲重复频率
火车
脉冲波
启发式
脉搏(音乐)
脉冲多普勒雷达
公制(单位)
人工智能
模式识别(心理学)
语音识别
算法
电子工程
雷达成像
声学
电信
工程类
地理
物理
抖动
探测器
地图学
运营管理
作者
Yu‐Shan Liang,You-Gang Chen,Teresa Bei-Yi Shen
标识
DOI:10.1109/ecice55674.2022.10042927
摘要
We present a novel heuristic approach for pulse repetition interval (PRI) modulation recognition by identifying the temporal pattern based on a symbolic radar pulse train analysis. The analysis of the symbolization of radar pulse trains is presented as a metric for the ability to identify the temporal PRI modulation characteristic. The recognition approach developed based on a time series analysis technique has to transform the radar pulse trains into a corresponding sequence of symbols. We retain temporal information from transforming the time series of pulse trains through numerical computations. The PRI pattern is obtained for real-time monitoring, and then the modulation types are identified based on characteristics. The simulation results show that the proposed algorithm can effectively recognize the PRI modulation type of radar pulse trains.
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