基于人工神经网络的战术飞机无线电紧凑型测向阵列

L. Scorrano, G. Pelosi, M. Righini, S. Selleri
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引用次数: 5

摘要

本文成功地将宽带加载单极子天线组成的圆形阵列应用于战术飞机通信的到达方向估计。与文献中发现的其他方法相比,基于人工神经网络估计器的新方法计算速度更快,计算资源更便宜。通过近场测量装置对最终的阵列配置进行了评估,然后展示了神经网络估计器的性能,显示出良好的宽带性能和精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Compact Direction Finding Array for Tactical Aircraft Radios Through Artificial Neural Networks Estimator
In this contribution, a circular array made of wideband loaded monopole antennas is successfully applied to the direction of arrival estimate of tactical aircraft communications. The proposed novel approach, based on an artificial neural network estimator, turns out to be computationally faster and less expensive in terms of computational resources in comparison with other methods already found in literature. The final array configuration is evaluated by a near-field measurement setup and the performances of the neural network estimator are then presented showing excellent wideband behavior and accuracy.
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