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针对传统无线电引信在复杂电磁环境下作用效果较差的问题,以连续波多普勒引信为例,通过对引信检波输出信号频域的分析,提出一种基于熵的特征提取方法,并利用KFCM算法对信号进行分类识别。由于实际战场环境复杂且不可预测,其背景噪声强度与实验环境下存在差异,因此结合KFCM增量更新特性,使分类模型根据噪声强度变化而实时更新调整,从而达到更好的分类效果。实验结果证明,基于增量更新KFCM算法能显著提高不同信噪比下引信目标识别能力,将KFCM增量更新算法运用到无线电引信抗干扰能取得良好效果。 相似文献
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Weak wide-band signal detection method based on small-scale periodic state of Duffing oscillator 下载免费PDF全文
The conventional Duffing oscillator weak signal detection method, which is based on a strong reference signal, has inherent deficiencies. To address these issues, the characteristics of the Duffing oscillator's phase trajectory in a smallscale periodic state are analyzed by introducing the theory of stopping oscillation system. Based on this approach, a novel Duffing oscillator weak wide-band signal detection method is proposed. In this novel method, the reference signal is discarded, and the to-be-detected signal is directly used as a driving force. By calculating the cosine function of a phase space angle, a single Duffing oscillator can be used for weak wide-band signal detection instead of an array of uncoupled Duffing oscillators. Simulation results indicate that, compared with the conventional Duffing oscillator detection method,this approach performs better in frequency detection intervals, and reduces the signal-to-noise ratio detection threshold,while improving the real-time performance of the system. 相似文献
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为明晰超宽带电磁脉冲对典型无线电引信的干扰和损伤影响,应用时域有限积分法对典型无线电引信腔体耦合效应进行了数值模拟研究。以典型无线电引信腔体及其低频电路板实际结构为对象进行建模,仿真研究了超宽带电磁脉冲对该引信腔体的耦合特性,分析了引信高低频电路间连线过孔参数和脉冲参数对耦合效应的影响规律,研究了加装印刷电路板对耦合效应的影响。结果表明:与圆形和正方形孔缝相比,矩形孔缝的耦合系数受极化方向的影响显著;脉冲上升时间越小,耦合系数越大;加装印刷电路板后,腔体相同位置处耦合系数下降,谐振频率改变。 相似文献
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