{"title":"A joint matching method for underwater target localization based on vertical interference structures at medium and very-low frequencies","authors":"Junwei Zeng, Yixin Yang, Huixin Shen, Mengling Yu, Shuhao Xu, Danqing Ma","doi":"10.3389/fmars.2026.1947106","DOIUrl":null,"url":null,"abstract":"To address the challenging problem of range and depth estimation in the deep-ocean direct arrival zone (DAZ), especially in the far field, this paper proposes a joint matching method based on vertical interference structures at medium (1~10 kHz) and very-low (10~100 Hz) frequencies for underwater target range and depth estimation. To mitigate the significant estimation errors of multipath arrival parameters obtained by the image source method (ISM) under far-field condition, we first utilize an image-ray-family scanning technique to rapidly estimate the multipath arrival parameters, enabling efficient acquisition of multipath arrival times and arc lengths over the entire DAZ, and thus allowing rapid generation of replica vertical interference structures at medium and very-low frequencies. Subsequently, since the very-low-frequency interference structure is sensitive to range but insensitive to depth, we achieve robust range estimation by matching the measured interference structure with replica interference structures. Finally, based on the estimated range, the source depth is estimated by matching the medium-frequency interference structure, which is sensitive to depth. Numerical simulation results show that, in the far field of the DAZ, compared with the ISM-based matching method, the range and depth estimation accuracy of the proposed method are improved by approximately 85% and 96%, respectively. Moreover, the method is insensitive to depth-prior deviation and variations in geoacoustic parameters, showing good engineering application potential under weak observation conditions near the deep-ocean bottom.","PeriodicalId":12479,"journal":{"name":"Frontiers in Marine Science","volume":"7 1","pages":""},"PeriodicalIF":3.4000,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Marine Science","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.3389/fmars.2026.1947106","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MARINE & FRESHWATER BIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
To address the challenging problem of range and depth estimation in the deep-ocean direct arrival zone (DAZ), especially in the far field, this paper proposes a joint matching method based on vertical interference structures at medium (1~10 kHz) and very-low (10~100 Hz) frequencies for underwater target range and depth estimation. To mitigate the significant estimation errors of multipath arrival parameters obtained by the image source method (ISM) under far-field condition, we first utilize an image-ray-family scanning technique to rapidly estimate the multipath arrival parameters, enabling efficient acquisition of multipath arrival times and arc lengths over the entire DAZ, and thus allowing rapid generation of replica vertical interference structures at medium and very-low frequencies. Subsequently, since the very-low-frequency interference structure is sensitive to range but insensitive to depth, we achieve robust range estimation by matching the measured interference structure with replica interference structures. Finally, based on the estimated range, the source depth is estimated by matching the medium-frequency interference structure, which is sensitive to depth. Numerical simulation results show that, in the far field of the DAZ, compared with the ISM-based matching method, the range and depth estimation accuracy of the proposed method are improved by approximately 85% and 96%, respectively. Moreover, the method is insensitive to depth-prior deviation and variations in geoacoustic parameters, showing good engineering application potential under weak observation conditions near the deep-ocean bottom.
期刊介绍:
Frontiers in Marine Science publishes rigorously peer-reviewed research that advances our understanding of all aspects of the environment, biology, ecosystem functioning and human interactions with the oceans. Field Chief Editor Carlos M. Duarte at King Abdullah University of Science and Technology Thuwal is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, policy makers and the public worldwide.
With the human population predicted to reach 9 billion people by 2050, it is clear that traditional land resources will not suffice to meet the demand for food or energy, required to support high-quality livelihoods. As a result, the oceans are emerging as a source of untapped assets, with new innovative industries, such as aquaculture, marine biotechnology, marine energy and deep-sea mining growing rapidly under a new era characterized by rapid growth of a blue, ocean-based economy. The sustainability of the blue economy is closely dependent on our knowledge about how to mitigate the impacts of the multiple pressures on the ocean ecosystem associated with the increased scale and diversification of industry operations in the ocean and global human pressures on the environment. Therefore, Frontiers in Marine Science particularly welcomes the communication of research outcomes addressing ocean-based solutions for the emerging challenges, including improved forecasting and observational capacities, understanding biodiversity and ecosystem problems, locally and globally, effective management strategies to maintain ocean health, and an improved capacity to sustainably derive resources from the oceans.