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FM interference suppression for PRC-CW radar based on adaptive STFT and time-varying filtering 被引量:9
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作者 Zhao Zhao Xiangquan Shi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2010年第2期219-223,共5页
The influence of frequency modulation (FM) interfer- ence on correlation detection performance of the pseudo random code continuous wave (PRC-CW) radar is analyzed. It is found that the correlation output deterior... The influence of frequency modulation (FM) interfer- ence on correlation detection performance of the pseudo random code continuous wave (PRC-CW) radar is analyzed. It is found that the correlation output deteriorates greatly when the FM inter- ference power exceeds the anti-jamming limit of the radar. Accord- ing to the fact that the PRC-CW radar echo is a wideband pseudo random signal occupying the whole TF plane, while the FM in- terference only concentrates in a small portion, a new method is proposed based on adaptive short-time Fourier transform (STFT) and time-varying filtering for FM interference suppression. This method filters the received signal by using a binary mask to excise only the portion of the TF plane corrupted by the interference. Two types of interference, linear FM (LFM) and sinusoidal FM (SFM), under different signal-to-jamming ratio (S JR) are studied. It is shown that the proposed method can effectively suppress the FM interference and improve the performance of target detection. 展开更多
关键词 interference suppression frequency modulation in- terference adaptive short-time Fourier transform (STFT) time- varying filtering pseudo random code continuous wave (PRC-CW) radar.
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基于多分类器ESM与雷达情报融合识别 被引量:7
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作者 张桂林 王红杰 +2 位作者 朱霞 徐欣 于永生 《指挥信息系统与技术》 2013年第6期54-58,共5页
针对平台型号融合识别问题,依据电子支援措施(ESM)和雷达情报源,利用载频、脉冲间隔和脉宽等信号参数特征,以及速度、高度和雷达散射截面(RCS)等状态参数特征,再利用活动区域、机场位置和飞行模式等先验信息有关的目标位置和航迹特征,... 针对平台型号融合识别问题,依据电子支援措施(ESM)和雷达情报源,利用载频、脉冲间隔和脉宽等信号参数特征,以及速度、高度和雷达散射截面(RCS)等状态参数特征,再利用活动区域、机场位置和飞行模式等先验信息有关的目标位置和航迹特征,提出了能获得信号级、状态级和态势级分类信息的3种单分类器。在此基础上,设计了基于加权和规则的融合分类器。仿真验证结果表明,融合分类器的分类性能优于各单分类器,能充分发挥ESM和雷达情报多种参数以及先验配置信息在识别中的作用,整体上提高了目标识别性能。 展开更多
关键词 多分类器 目标识别 电子支援措施 雷达情报
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基于神经网络的雷达实际探测距离研究
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作者 程子光 尹康银 +1 位作者 叶全国 王前 《舰船电子工程》 2020年第2期57-61,共5页
雷达实际探测距离是一项十分重要的能力指标,凭经验或查阅威力图等得到的值与实际值往往存在较大偏差,不利于精细化任务行动。在量化分析影响雷达探测距离的天气、干扰、目标高度、大小等因素基础上,设计了BP神经网络框架模型,给出了样... 雷达实际探测距离是一项十分重要的能力指标,凭经验或查阅威力图等得到的值与实际值往往存在较大偏差,不利于精细化任务行动。在量化分析影响雷达探测距离的天气、干扰、目标高度、大小等因素基础上,设计了BP神经网络框架模型,给出了样本数据获得方法,通过样本训练和实验找到了比较合理的神经网络结构参数。检验结果表明,该网络模型能准确算出各种条件下的雷达实际探测距离,具有应用简单、容错性高等特点。 展开更多
关键词 神经网络 雷达探测距离 BP网络 影响因素 量化分析 人工智能
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PERFORMANCE EVALUATION OF OSSO-CFAR WITH BINARY INTEGRATION IN WEIBULL BACKGROUND
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作者 Meng Xiangwei 《Journal of Electronics(China)》 2013年第1期83-90,共8页
The performance of the Ordered-Statistic Smallest Of (OSSO) Constant False Alarm Rate (CFAR) with binary integration in Weibull background with known shape parameter is analyzed, in the cases that the processor operat... The performance of the Ordered-Statistic Smallest Of (OSSO) Constant False Alarm Rate (CFAR) with binary integration in Weibull background with known shape parameter is analyzed, in the cases that the processor operates in homogeneous background and non-homogeneous situation caused by multiple targets and clutter edge. The analytical models of this scheme for the performance evaluation are given. It is shown that the OSSO-CFAR with binary integration can greatly improve the detection performance with respect to the single pulse processing case. As the clutter background becomes spiky, a high threshold S of binary integration (S/M) is required in order to obtain a good detection performance in homogeneous background. Moreover, the false alarm performance of the OSSO-CFAR with binary integration is more sensitive to the changes of shape parameter or power level of the clutter background. 展开更多
关键词 radar detection Constant False Alarm Rate (CFAR) Weibull distribution Binary in- tegration
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