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Waveform Agile Sensing Approach for Tracking Benchmark in the Presence of ECM using IMMPDAF

机译:IMMPDAF的ECM存在下的波形捷变传感跟踪方法

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摘要

This paper presents an efficient approach based on waveform agile sensing, to enhance the performance of benchmark target tracking in the presence of strong interference. The waveform agile sensing library consists of different waveforms such as linear frequency modulation (LFM), Gaussian frequency modulation (GFM) and stepped frequency modulation (SFM) waveforms. Improved performance is accomplished through a waveform agile sensing technique. In this method, the selection of waveform to be transmitted at each scan is determined, by jointly computing ambiguity function of waveform and Cramer-Rao Lower Bound (CRLB) matrix of measurement errors. Electronic counter measures (ECM) comprises of stand-off jammer (SOJ) and self-screening jammer (SSJ). Interacting multiple model probability data association filter (IMMPDAF) is employed for tracking benchmark trajectories. Experimental results demonstrate that, waveform agile sensing approach require only 39.98 percent lower mean average power compared to earlier studies. Further, it is observed that the position and velocity root mean square error values are decreasing as the number of waveforms are increasing from 5 to 50.
机译:本文提出了一种基于波形敏捷感测的有效方法,以在存在强烈干扰的情况下提高基准目标跟踪的性能。波形敏捷感测库由不同的波形组成,例如线性频率调制(LFM),高斯频率调制(GFM)和步进频率调制(SFM)波形。通过波形敏捷感测技术可实现性能的提高。在这种方法中,通过共同计算波形的模糊度函数和测量误差的Cramer-Rao下界(CRLB)矩阵,可以确定每次扫描要发送的波形的选择。电子对抗措施(ECM)包括隔离干扰器(SOJ)和自屏蔽干扰器(SSJ)。交互多模型概率数据关联过滤器(IMMPDAF)用于跟踪基准轨迹。实验结果表明,与早期研究相比,波形敏捷感测方法所需的平均平均功率仅低39.98%。此外,可以观察到,随着波形数从5增加到50,位置和速度均方根误差值减小。

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