High-Accuracy Wideband Frequency Measurement With Dual Optical Combs Using Solution Space Partitioning Method

IF 4.5 1区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Meiling Yang;Shenshen Luan;Xuchun Hao;Shuguo Xie;Yan Yang
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引用次数: 0

Abstract

Noncooperative electromagnetic radiation source sensing faces challenges such as wide bandwidth and an unknown number of sources, which hinder various applications like electromagnetic compatibility, radar detection, and passive positioning. Traditional sweep reception methods, based on antennas and superheterodyne receivers, struggle to meet real-time requirements. Optical undersampling sensing technologies enable rapid reception in ultrawideband. Frequency measurement in these systems, however, requires triple-comb or higher-dimensional information, introducing complexity and instability. The dual-comb-based frequency measurement method is further complicated by dead zones due to its underdetermined nature. In this article, we demonstrate, for the first time, the boundedness and reachability of the solution to the dual-comb ultrawideband frequency measurement problem. We propose a boundary determination method that ensures error-free solutions. Simulation and experimental results demonstrate that our method achieves 98% accuracy for a single source with seven octave bandwidths and over 90% accuracy for the coexistence of two-five sources. This method can achieve accurate measurement with only a 5 dB signal-to-noise ratio (SNR) and exhibits high robustness. Our work clearly defines the theoretical limits of frequency measurement for dual-comb undersampling systems, significantly enhancing both test accuracy and engineering practicability. This method can be widely applied to frequency measurement and signal estimation in RF and optical systems, paving new high-speed, accurate and robust pathways in microwave photonics metrology and ultrawideband signal processing.
基于解空间分割法的双光梳高精度宽带频率测量
非合作式电磁辐射源传感面临着带宽宽和辐射源数量未知等挑战,这阻碍了电磁兼容、雷达探测和被动定位等多种应用。传统的扫描接收方法基于天线和超外差接收机,难以满足实时性要求。光学欠采样传感技术实现了超宽带的快速接收。然而,这些系统中的频率测量需要三重梳或更高维度的信息,从而引入复杂性和不稳定性。基于双梳的频率测量方法由于其欠定特性而使死区进一步复杂化。在本文中,我们首次证明了双梳超宽带频率测量问题解决方案的有界性和可达性。我们提出了一种保证无误差解的边界确定方法。仿真和实验结果表明,该方法对7倍频宽的单信号源精度达到98%,对2 - 5倍频宽共存的信号源精度达到90%以上。该方法可以在5 dB的信噪比下实现精确测量,具有较高的鲁棒性。我们的工作明确了双梳欠采样系统频率测量的理论极限,显著提高了测试精度和工程实用性。该方法可广泛应用于射频和光学系统的频率测量和信号估计,为微波光子测量和超宽带信号处理开辟了高速、精确和鲁棒的新途径。
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来源期刊
IEEE Transactions on Microwave Theory and Techniques
IEEE Transactions on Microwave Theory and Techniques 工程技术-工程:电子与电气
CiteScore
8.60
自引率
18.60%
发文量
486
审稿时长
6 months
期刊介绍: The IEEE Transactions on Microwave Theory and Techniques focuses on that part of engineering and theory associated with microwave/millimeter-wave components, devices, circuits, and systems involving the generation, modulation, demodulation, control, transmission, and detection of microwave signals. This includes scientific, technical, and industrial, activities. Microwave theory and techniques relates to electromagnetic waves usually in the frequency region between a few MHz and a THz; other spectral regions and wave types are included within the scope of the Society whenever basic microwave theory and techniques can yield useful results. Generally, this occurs in the theory of wave propagation in structures with dimensions comparable to a wavelength, and in the related techniques for analysis and design.
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