一种混合场圆形和非圆形源定位算法,基于精确的空间传播几何
Wei Lin1, Weijia Cui1, Bin Ba1
1Institute of Information Engineering, PLA Strategic Support Force Information Engineering University, Zhengzhou 450001, China.
Sensors (Basel, Switzerland)
|July 29, 2023
概括
本研究引入了用于定位混合场源的新算法,通过使用精确的空间几何和非圆形信号属性来提高准确性. 该方法有效地从模型错误中区分源,而不会导致性能损失.
科学领域:
- 信号处理 信号处理
- 阵列信号处理系统的信号处理.
- 电磁学 电磁学 电磁学 电磁学
背景情况:
- 被动本地化面临的挑战是混合的近场 (NF) 和远场 (FF) 源.
- 现有的算法经常使用简化的模型,导致错误和非循环信号属性的不足利用.
研究的目的:
- 为循环和非循环信号开发一个强大的混合场源定位算法.
- 通过利用精确的空间传播几何和非圆形性质来提高估计准确性.
主要方法:
- 使用精确的空间几何学的初始源参数估计.
- 音乐算法与非圆形信号属性相结合,用于精细估计.
主要成果:
- 拟议的算法有效地区分混合场源.
- 准确的估计可以实现,而不会因模型不匹配而导致性能下降.
- 有效利用非圆形属性来提高估计准确度.
结论:
- 开发的算法为混合场源本地化提供了更好的性能.
- 它克服了简化模型的局限性,并通过利用信号特征来提高准确性.
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