适应式调制跟踪用于在多路径高频频道中高精度时间延迟估计.
Qiwei Ji1,2, Huabing Wu1,3
1National Time Service Center, Chinese Academy of Sciences, Xi'an 710600, China.
Sensors (Basel, Switzerland)
|July 30, 2025
概括
一种名为调制信号的基于自适应时间延迟估计 (MATE) 的新算法改善了高频 (HF) 时间延迟估计. MATE显著减少了复杂高频通道中的错误,提高了通信系统的可靠性.
科学领域:
- 电气工程 电气工程
- 信号处理 信号处理
- 电信 电信服务 电信服务 电信服务
背景情况:
- 高频 (HF) 通信对于诸如超视界定位等应用至关重要.
- 在高频频道中精确的时间延迟估计是具有挑战性的,因为多路径色,多普勒位移和噪声.
研究的目的:
- 提出和评估基于调制信号的适应时间延迟估计 (MATE) 算法用于高频时间延迟估计.
- 在复杂的高频频道环境中解决现有方法的局限性.
主要方法:
- 开发了MATE算法,集成相锁循环 (PLL) 和延迟锁循环 (DLL) 技术.
- 利用八相变位键 (8PSK) 信号的自相关性.
- 使用沃特森通道模型和真实世界的测量数据验证了性能.
主要成果:
- MATE实现了~0.01 ms的平均时间延迟估计误差,标准偏差为~0.01 ms.
- 与通用交叉相关 (GCC) 方法相比,平均误差减少了94.12%,标准偏差减少了96.43%.
- 使用实际测量数据确认了MATE对通道变化的稳定性.
结论:
- MATE为高频时间延迟估计提供了高精度,低复杂度的解决方案.
- 该算法显著有利于高频通信系统,提高了准确性和可靠性.
- 在高频传感器网络和遥感中,MATE对于到达时间 (TOA) 检测特别有价值.
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