基于海浪感应磁场模型的水下磁干扰补偿方法OA
A compensation method for marine submarine magnetic interference based on a wave-induced magnetic field model
针对海洋水下磁测中因海浪运动产生的低频磁场噪声影响测量精度的问题,提出一种能够有效抑制海浪感应磁场干扰的补偿方法.通过分析Weaver海浪感应磁场模型,对传统T-L模型进行改进,构建了融合载体干扰与海浪干扰的TLW补偿模型.为克服模型中参数估计的非线性与不确定性问题,引人基于Adam梯度修正的黑翅鸢优化算法(BKA)对20项补偿系数进行高精度求解.海上实测结果表明:与经典T-L模型相比,TLW模型在近岸与远岸两种测线下,补偿后磁测数据的标准差显著降低,补偿效果(改善比)提升19.7%~31.6%.研究证实,所提模型与算法能够有效增强海面磁测系统的抗干扰能力,为高精度海洋地磁探测提供可靠的技术支持.
Aiming at low-frequency magnetic noise from seawater motion degrading measurement accuracy in marine underwater magnetic surveys,this paper proposes a compensation method to effectively suppress wave-induced magnetic interference.By analyzing the Weaver wave-induced magnetic field model,we improve the traditional T-L model and construct a TLW compensation model integrating carrier-induced and wave-induced interference.To address nonlinearity and uncertainty in parameter estimation,the Adam gradient-modified Black-winged Kite Optimization algorithm(BKA)is adopted to accurately solve the 20 compensation coefficients.Sea trial results show that compared with the classical T-L model,the TLW model significantty reduces the standard deviation of compensated magnetic data for both nearshore and offshore survey lines,with the improvement rate ranging from 19.7%to 31.6%.This study verifies that the proposed model and algorithm effectively enhance the anti-interference capability of sea-surface magnetic measurement systems,thus providing reliable technical support for high-precision marine geomagnetic detection.
王子淇;姜显扬;贺锦涛
杭州电子科技大学 通信工程学院,浙江 杭州 310018杭州电子科技大学 通信工程学院,浙江 杭州 310018杭州电子科技大学 通信工程学院,浙江 杭州 310018
天文与地球科学
海洋水下磁测T-L模型海浪感应磁场模型TLW补偿模型BKA优化算法
marine underwater magnetic surveyT-L modelwave-induced magnetic field modelTLW compensation modelBKA algorithm
《海洋测绘》 2026 (2)
10-13,4
国家自然科学基金项目(62371174).
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