基于最大概率算法对多束频束扫描LWA进行一致的DOA估计.
Yifan Yang1, Rihui Zeng1, Qingqing Zhu2
1China Mobile Group Design Institute Co., Ltd. Guangdong Branch, Guangzhou 510623, China.
Sensors (Basel, Switzerland)
|June 27, 2025
概括
本研究引入了一种使用多束频率扫描泄漏波天线 (FBS-LWA) 估计到达方向 (DOA) 的新方法. 该技术通过减轻寄生性方向干扰来准确估计多个连贯源,即使在具有挑战性的信号条件下也是如此.
科学领域:
- 天线理论和设计.
- 信号处理 信号处理
- 电磁学 电磁学 电磁学 电磁学
背景情况:
- 多束频率扫描泄漏波天线 (FBS-LWA) 能够在到达方向 (DOA) 估计系统中实现硬件小型化.
- 在FBS-LWA中的多重空间波导致DOA估计的模糊性.
- 非线性频率响应阻止了对连贯信号的标准等级恢复技术.
研究的目的:
- 提出一种新的DOA估计方法,用于使用多束FBS-LWA的连贯信号.
- 解决估计模糊性和不有效处理连贯信号的挑战.
- 在多个连贯源的存在下,实现准确的DOA估计.
主要方法:
- 接收到的信号通过快速里埃转换 (FFT) 转换为频域.
- 从信号数据矩阵计算的协差矩阵.
- 常规光束成形 (CBF) 用于初始角度估计,通过较小的网格进行细化.
- 基于随机原理的最大概率 (Sto-ML) 算法用于干扰抑制和最终DOA选择.
主要成果:
- 拟议的方法有效地减轻了寄生虫的方向干扰.
- 实现了多个连贯源的准确DOA估计.
- 该方法在低和中高信号噪声比 (SNR) 条件下表现良好.
结论:
- 新的DOA估计方法克服了FBS-LWA现有技术的局限性.
- 通过拟议的方法,对连贯源的准确和明确的DOA估计是可行的.
- 这种方法为先进的DOA估计系统提供了强大的解决方案.
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