Interference-Mitigated Doppler Frequency Estimation for Broadband Incoherent ADCPs in Ocean Current Profiling

IF 1.5 4区 管理学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Xiang Li, Ke Zhang, Xuesong Li, Qilin Wu, Yunfeng Tang, Congcong Ma, Hanhao Zhu
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引用次数: 0

Abstract

Acoustic Doppler current profilers (ADCPs) are important acoustic remote sensing instruments for measuring ocean current velocity profiles in marine observation systems. This paper addresses the degradation of real-time velocity measurement performance in broadband incoherent ADCPs used for ocean current profiling under strong interference. The pulse-pair method is analytically interpreted as a first-order spectral moment estimator of the observed Doppler spectrum. A point-scattering-based volume echo model is established, and the impact of strong interference on Doppler spectral structure is analysed, revealing the generation of a bimodal spectrum. To mitigate this issue, a method based on spectral integration is proposed to identify interference components and extract valid spectral regions for Doppler frequency estimation. Based on the filtered spectrum, an interference-mitigation Doppler frequency estimation algorithm is developed. Simulation results show that, compared with the conventional pulse-pair method, which suffers from severe bias and up to 200% variance degradation under strong interference, the proposed method effectively mitigates interference effects, maintains near-unbiased mean performance and limits variance degradation to approximately 30%. These improvements enhance the robustness and reliability of Doppler-based ocean current measurements and demonstrate the potential of the proposed method for acoustic remote sensing applications in challenging marine environments.

海流剖面中宽带非相干adcp的干扰抑制多普勒频率估计
声学多普勒海流剖面仪(ADCPs)是海洋观测系统中测量海流速度剖面的重要声学遥感仪器。本文研究了强干扰下用于海流剖面的宽带非相干adcp实时测速性能的退化问题。脉冲对方法解析地解释为观测到的多普勒频谱的一阶谱矩估计。建立了基于点散射的体回波模型,分析了强干扰对多普勒谱结构的影响,揭示了双峰谱的产生。为了解决这一问题,提出了一种基于频谱积分的方法来识别干扰分量并提取有效的频谱区域进行多普勒频率估计。基于滤波后的频谱,提出了一种抗干扰多普勒频率估计算法。仿真结果表明,与传统脉冲对方法在强干扰下存在严重偏置和高达200%的方差退化相比,该方法有效地减轻了干扰影响,保持了接近无偏均值的性能,并将方差退化限制在30%左右。这些改进增强了基于多普勒的海流测量的鲁棒性和可靠性,并证明了该方法在具有挑战性的海洋环境中声学遥感应用的潜力。
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来源期刊
Iet Radar Sonar and Navigation
Iet Radar Sonar and Navigation 工程技术-电信学
CiteScore
4.10
自引率
11.80%
发文量
137
审稿时长
3.4 months
期刊介绍: IET Radar, Sonar & Navigation covers the theory and practice of systems and signals for radar, sonar, radiolocation, navigation, and surveillance purposes, in aerospace and terrestrial applications. Examples include advances in waveform design, clutter and detection, electronic warfare, adaptive array and superresolution methods, tracking algorithms, synthetic aperture, and target recognition techniques.
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