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Keywords = hydroacoustic environment

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21 pages, 46386 KB  
Article
Novel Application of Ultrashort Pulses for Underwater Positioning in Marine Engineering
by Kebang Lu, Minglei Guan, Zheng Cong, Dejin Zhang, Jialong Sun, Haigang Zhang and Keqing Yang
J. Mar. Sci. Eng. 2025, 13(9), 1651; https://doi.org/10.3390/jmse13091651 - 28 Aug 2025
Viewed by 436
Abstract
Noise interference and multipath effects in complex marine environments seriously constrain the performance of hydroacoustic positioning systems. Traditional millisecond-level signal application and processing methods are widely used in existing research; however, it is difficult to meet the requirements of centimeter-level positioning accuracy in [...] Read more.
Noise interference and multipath effects in complex marine environments seriously constrain the performance of hydroacoustic positioning systems. Traditional millisecond-level signal application and processing methods are widely used in existing research; however, it is difficult to meet the requirements of centimeter-level positioning accuracy in marine engineering. To address this problem, this study proposes a hydroacoustic positioning method based on a short baseline system for the cooperative reception of multi-channel signals. The method adopts ultra-short pulse signals with microsecond pulse width, and significantly improves the system signal-to-noise ratio and anti-interference capability through multi-channel signal alignment and coherent superposition techniques; meanwhile, a joint energy gradient-phase detection algorithm is designed, which solves the instability problem of the traditional cross-correlation algorithm in the detection of ultra-short pulse signals through the identification of signal stability intervals and accurate phase estimation. Simulation verification shows that the 8-hydrophone × 4-channel configuration can achieve 36.06% signal-to-noise gain under harsh environmental conditions (−10 dB), and the performance of the joint energy gradient-phase detection algorithm is improved by about 19.1% compared with the traditional method in an integrated manner. Marine tests further validate the engineering practicability of the method, with an average SNR gain of 2.27 dB achieved for multi-channel signal reception, and the TDOA estimation stability of the new algorithm is up to 32.0% higher than that of the conventional method, which highlights the significant advantages of the proposed method in complex marine environments. The results show that the proposed method can effectively mitigate the noise interference and multipath effects in complex marine environments, significantly improve the accuracy and stability of hydroacoustic positioning, and provide reliable technical support for centimeter-level accuracy applications in marine engineering. Full article
(This article belongs to the Section Ocean Engineering)
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24 pages, 13347 KB  
Article
Efficient Modeling of Underwater Target Radiation and Propagation Sound Field in Ocean Acoustic Environments Based on Modal Equivalent Sources
by Yan Lv, Wei Gao, Xiaolei Li, Haozhong Wang and Shoudong Wang
J. Mar. Sci. Eng. 2025, 13(8), 1456; https://doi.org/10.3390/jmse13081456 - 30 Jul 2025
Viewed by 520
Abstract
The equivalent source method (ESM) is a core algorithm in integrated radiation-propagation acoustic field modeling. However, in challenging marine environments, including deep-sea and polar regions, where sound speed profiles exhibit strong vertical gradients, the ESM must increase waveguide stratification to maintain accuracy. This [...] Read more.
The equivalent source method (ESM) is a core algorithm in integrated radiation-propagation acoustic field modeling. However, in challenging marine environments, including deep-sea and polar regions, where sound speed profiles exhibit strong vertical gradients, the ESM must increase waveguide stratification to maintain accuracy. This causes computational costs to scale exponentially with the number of layers, compromising efficiency and limiting applicability. To address this, this paper proposes a modal equivalent source (MES) model employing normal modes as basis functions instead of free-field Green’s functions. This model constructs a set of normal mode bases using full-depth hydroacoustic parameters, incorporating water column characteristics into the basis functions to eliminate waveguide stratification. This significantly reduces the computational matrix size of the ESM and computes acoustic fields in range-dependent waveguides using a single set of normal modes, resolving the dual limitations of inadequate precision and low efficiency in such environments. Concurrently, for the construction of basis functions, this paper also proposes a fast computation method for eigenvalues and eigenmodes in waveguide contexts based on phase functions and difference equations. Furthermore, coupling the MES method with the Finite Element Method (FEM) enables integrated computation of underwater target radiation and propagation fields. Multiple simulations demonstrate close agreement between the proposed model and reference results (errors < 4 dB). Under equivalent accuracy requirements, the proposed model reduces computation time to less than 1/25 of traditional ESM, achieving significant efficiency gains. Additionally, sea trial verification confirms model effectiveness, with mean correlation coefficients exceeding 0.9 and mean errors below 5 dB against experimental data. Full article
(This article belongs to the Section Ocean Engineering)
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18 pages, 3999 KB  
Article
An Investigation of Reverberation Received by a Vertical Antenna at Short Ranges in Shallow Seas
by Dmitry A. Kosteev, Alexey V. Ermoshkin, Vera I. Kalinina and Mikhail B. Salin
J. Mar. Sci. Eng. 2025, 13(6), 1122; https://doi.org/10.3390/jmse13061122 - 4 Jun 2025
Viewed by 581
Abstract
In this paper, we discuss the results of hydroacoustic sounding in the frequency range of units of kHz, conducted during voyage No. 90 of the research vessel “Akademik Mstislav Keldysh”. The employment of a vertical antenna array and electronic phasing to the recorded [...] Read more.
In this paper, we discuss the results of hydroacoustic sounding in the frequency range of units of kHz, conducted during voyage No. 90 of the research vessel “Akademik Mstislav Keldysh”. The employment of a vertical antenna array and electronic phasing to the recorded data made it possible to determine both the reflection coefficient from the bottom at incidence close to normal, and the diffuse scattering coefficients at oblique angles for the surface and the bottom. Based on the processing of experimental data, and with the help of computer modeling, an analysis of the structure of hydroacoustic signals scattered by the bottom and free surface of water was carried out. An approach combining the Green’s function and the scattering function was used to model the reverberation signal. The models of formation of the Doppler spectrum of the scattered acoustic signal were refined, taking into account the influence of sound propagation conditions in the marine environment. The comparison of the results of experimental studies of bottom reverberation in the waters of the Barents and Kara Seas with numerical calculations of the ray structure of the acoustic field demonstrates good agreement. Full article
(This article belongs to the Special Issue Ocean Observations)
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36 pages, 68826 KB  
Article
A Holistic High-Resolution Remote Sensing Approach for Mapping Coastal Geomorphology and Marine Habitats
by Evagoras Evagorou, Thomas Hasiotis, Ivan Theophilos Petsimeris, Isavela N. Monioudi, Olympos P. Andreadis, Antonis Chatzipavlis, Demetris Christofi, Josephine Kountouri, Neophytos Stylianou, Christodoulos Mettas, Adonis Velegrakis and Diofantos Hadjimitsis
Remote Sens. 2025, 17(8), 1437; https://doi.org/10.3390/rs17081437 - 17 Apr 2025
Cited by 5 | Viewed by 1913
Abstract
Coastal areas have been the target of interdisciplinary research aiming to support studies related to their socio-economic and ecological value and their role in protecting backshore ecosystems and assets from coastal erosion and flooding. Some of these studies focus on either onshore or [...] Read more.
Coastal areas have been the target of interdisciplinary research aiming to support studies related to their socio-economic and ecological value and their role in protecting backshore ecosystems and assets from coastal erosion and flooding. Some of these studies focus on either onshore or inshore areas using sensors and collecting valuable information that remains unknown and untapped by other researchers. This research demonstrates how satellite, aerial, terrestrial and marine remote sensing techniques can be integrated and inter-validated to produce accurate information, bridging methodologies with different scope. High-resolution data from Unmanned Aerial Vehicle (UAV) data and multispectral satellite imagery, capturing the onshore environment, were utilized to extract underwater information in Coral Bay (Cyprus). These data were systematically integrated with hydroacoustic including bathymetric and side scan sonar measurements as well as ground-truthing methods such as drop camera surveys and sample collection. Onshore, digital elevation models derived from UAV observations revealed significant elevation and shoreline changes over a one-year period, demonstrating clear evidence of beach modifications and highlighting coastal zone dynamics. Temporal comparisons and cross-section analyses displayed elevation variations reaching up to 0.60 m. Terrestrial laser scanning along a restricted sea cliff at the edge of the beach captured fine-scale geomorphological changes that arise considerations for the stability of residential properties at the top of the cliff. Bathymetric estimations derived from PlanetScope and Sentinel 2 imagery returned accuracies ranging from 0.92 to 1.52 m, whilst UAV reached 1.02 m. Habitat classification revealed diverse substrates, providing detailed geoinformation on the existing sediment type distribution. UAV data achieved 89% accuracy in habitat mapping, outperforming the 83% accuracy of satellite imagery and underscoring the value of high-resolution remote sensing for fine-scale assessments. This study emphasizes the necessity of extracting and integrating information from all available sensors for a complete geomorphological and marine habitat mapping that would support sustainable coastal management strategies. Full article
(This article belongs to the Special Issue Remote Sensing in Geomatics (Second Edition))
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11 pages, 746 KB  
Article
Hydroacoustic Simulation of a Reτ = 180 Channel Flow
by Renato Montillo
Water 2025, 17(4), 553; https://doi.org/10.3390/w17040553 - 14 Feb 2025
Viewed by 658
Abstract
This study presents a numerical methodology for analyzing hydroacoustic noise generation and its propagation in a homogeneous domain using Lighthill’s analogy, the finite volume method, and hybrid-Higdon boundary conditions. The approach consists of three key steps: performing an eddy-resolving Large Eddy Simulation to [...] Read more.
This study presents a numerical methodology for analyzing hydroacoustic noise generation and its propagation in a homogeneous domain using Lighthill’s analogy, the finite volume method, and hybrid-Higdon boundary conditions. The approach consists of three key steps: performing an eddy-resolving Large Eddy Simulation to capture the unsteady fluid dynamics, extracting the turbulent field to compute the acoustic source term via Lighthill’s analogy, and solving a homogeneous wave equation to propagate the noise in an open domain. The methodology is applied to a turbulent plane channel flow, simulating the acoustic field for a fluid with water-like density at a Mach number of 0.1. The results reveal the spatial distribution of the acoustic pressure, highlighting the dominant noise sources and their spectral characteristics. The acoustic domain extends beyond the turbulent region, enabling the study of pressure propagation outside the flow. The findings demonstrate that noise generation is strongly linked to turbulent structures near the walls, with significant acoustic radiation occurring in the low-wavenumber range. This framework provides a powerful tool for modeling noise propagation in marine and industrial applications, offering insights into turbulence-induced sound in underwater environments. Future work could extend the approach to more complex geometries, higher Reynolds numbers, and heterogeneous domains, further advancing its applicability to real-world acoustic challenges. Full article
(This article belongs to the Section Hydraulics and Hydrodynamics)
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19 pages, 8318 KB  
Article
Effects of Flow Velocity on the Dynamics of Juvenile Fish Habitats in River Meanders of the Irtysh River
by Andrey A. Chemagin, Elena I. Popova and Martin Schletterer
Diversity 2025, 17(1), 68; https://doi.org/10.3390/d17010068 - 19 Jan 2025
Cited by 1 | Viewed by 1475
Abstract
Understanding the spatial distribution of freshwater fish in heterogeneous aquatic environments is crucial for understanding riverine ecosystems and the rational use of aquatic biological resources. This study investigates the distribution patterns of juvenile fish in the lower reaches of the Irtysh River, including [...] Read more.
Understanding the spatial distribution of freshwater fish in heterogeneous aquatic environments is crucial for understanding riverine ecosystems and the rational use of aquatic biological resources. This study investigates the distribution patterns of juvenile fish in the lower reaches of the Irtysh River, including hydrodynamic conditions during different water level regimes. With hydroacoustic surveys, we assessed fish density and distribution in two wintering riverbed depressions during the spring flood and summer low water period. The main fish aggregations consisted of Cyprinidae and Percidae, with juveniles predominantly occupying areas with reduced flow velocities (0.15–0.75 m s−1). Correlation analysis showed strong direct relationships between the area occupied by juvenile carp and perch and zones with specific flow velocities. The study highlights that hydrodynamic characteristics, particularly flow velocity, are key factors influencing the distribution and aggregation of juvenile fish. These findings underscore the importance of considering hydrodynamic factors and species-specific traits in understanding fish distribution patterns and in managing freshwater ecosystems effectively. This research contributes to the understanding of the multifunctional roles of riverbed depressions in supporting juvenile fish populations and emphasizes the importance of hydroacoustics to predict fish distributions in dynamic aquatic environments. Full article
(This article belongs to the Special Issue Socioecology and Biodiversity Conservation—2nd Edition)
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14 pages, 2670 KB  
Article
Analysis of the Effectiveness of Multifrequency OFDM Systems with a Constant Envelope in a Hydroacoustic Simulator and During In Situ Tests
by A. Yu. Rodionov, L. G. Statsenko, A. A. Chusov, D. A. Kuzin and M. M. Smirnova
Acoustics 2024, 6(4), 1140-1153; https://doi.org/10.3390/acoustics6040062 - 12 Dec 2024
Viewed by 1380
Abstract
The key elements in the operation of modern underwater robotic systems are hydroacoustic communication and navigation systems. Hydroacoustic data transmission channels are designed in such a way that the transmitted information signals must be resistant to various types of interference and distortion, even [...] Read more.
The key elements in the operation of modern underwater robotic systems are hydroacoustic communication and navigation systems. Hydroacoustic data transmission channels are designed in such a way that the transmitted information signals must be resistant to various types of interference and distortion, even without preliminary estimates of the channel parameters, due to their significant non-stationarity because of the roughness of the sea surface, currents, and the movement of underwater vehicles. Furthermore, due to the high mobility of underwater vehicles, the transmission time of navigation signals and necessary information packets must be significantly reduced, which can negatively affect the noise immunity of the packages. For these purposes, digital wideband signals and orthogonal frequency division multiplexing (OFDM) are widely used; however, a number of significant drawbacks of these types of modulations often do not allow for the forming of a reliable channel for transmitting information, and for the navigation of mobile underwater systems. Unfortunately, this problem is not comprehensively presented in the literature. The authors propose to use the algorithm of digital data transmission based on the OFDM constant envelope multifrequency modulation (CE-OFDM) with differential symbol coding, which is suitable for non-stationary hydroacoustic environments. The presented algorithm, due to the minimization of the signal peak factor, can improve the signal-to-noise ratio at the receiving end by 5–10 dB, with a number of other advantages, over the classical OFDM method. The authors also numerically found groups of short binary sequences from 14–55 elements long, with the best autocorrelation properties for the formation of synchronization and navigation preambles with high noise immunity to Doppler and multipath effects that are characteristic of the hydroacoustic communication channel. The proposed algorithms were tested on the certain channel models on the Watermark acoustic simulator, as well as in shallow water at distances up to 2 km. Full article
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16 pages, 6277 KB  
Article
Spatial and Temporal Distribution Patterns of Fish in Large Deep-Water Lakes and Their Association with Environmental Factors Assessed Through Hydroacoustic Methods: A Case Study of Qiandao Lake, China
by Lei Hao, Haibin Lin, Shuaikang Cui, Xiaoli Lu, Jianqiang Shao, Jiayong Pan, Guangxi He, Qigen Liu and Zhongjun Hu
Water 2024, 16(24), 3543; https://doi.org/10.3390/w16243543 - 10 Dec 2024
Cited by 2 | Viewed by 1722
Abstract
A comprehensive understanding of the spatial and temporal distribution of fish and their relationship with aquatic environments is essential for assessing ecological impacts, advancing lake conservation, and optimizing fisheries management strategies. In this study, we investigated the distribution patterns of fish resources in [...] Read more.
A comprehensive understanding of the spatial and temporal distribution of fish and their relationship with aquatic environments is essential for assessing ecological impacts, advancing lake conservation, and optimizing fisheries management strategies. In this study, we investigated the distribution patterns of fish resources in Qiandao Lake, a large, deep-water lake in eastern China, using hydroacoustic methods. The results revealed pronounced spatial and temporal heterogeneity in the horizontal distribution of fish within the lake. Fish density peaked in autumn at 74.77 (±5.59) ind./1000 m2 and reached its lowest level in winter at 14.65 (±1.18) ind./1000 m2. Regionally, fish densities in the upstream (northwestern), midstream (central), and downstream (southeastern) areas were 84.80 (±4.32), 64.16 (±5.15), and 53.88 (±8.78) ind./1000 m2, respectively, showing an increasing trend with distance from the dam. The vertical distribution of fish also exhibited seasonal and regional variation. In spring, summer, and autumn, peak target strengths were recorded in the −50 to −45 dB range, with most fish measuring 10–20 cm in length. In contrast, during winter, peak target strengths shifted to the −45 to −40 dB range, with the smallest proportion of fish falling in the 1–10 cm size category, while size distributions across other ranges were relatively uniform. Generalized additive model (GAM) analysis revealed that fish density was significantly influenced by environmental factors such as dissolved oxygen (DO), pH, nitrite (NO2), phosphate (PO43−), and chemical oxygen demand (CODMn). These findings suggest that fish distribution in lakes is shaped by regional variations in water quality, with additional impacts from human activities, including the opening of shipping lanes and fisheries management policies. This research provides valuable insights for optimizing fisheries management in large deep-water lakes. Full article
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12 pages, 2582 KB  
Article
High-Efficiency Clustering Routing Protocol in AUV-Assisted Underwater Sensor Networks
by Yuzhuo Shi, Xufeng Xue, Beibei Wang, Kun Hao and Haoyi Chai
Sensors 2024, 24(20), 6661; https://doi.org/10.3390/s24206661 - 16 Oct 2024
Cited by 3 | Viewed by 1551
Abstract
Currently, underwater sensor networks are extensively applied for environmental monitoring, disaster prediction, etc. Nevertheless, owing to the complicacy of the underwater environment, the limited energy of underwater sensor nodes, and the high latency of hydroacoustic channels, the energy-efficient operation of underwater sensor networks [...] Read more.
Currently, underwater sensor networks are extensively applied for environmental monitoring, disaster prediction, etc. Nevertheless, owing to the complicacy of the underwater environment, the limited energy of underwater sensor nodes, and the high latency of hydroacoustic channels, the energy-efficient operation of underwater sensor networks has become an important challenge. In this paper, a high-efficiency clustering routing protocol in AUV-assisted underwater sensor networks (HECRA) is proposed to address the energy limitations and low data transmission reliability in underwater sensor networks. The protocol optimizes the cluster head selection strategy of the traditional low-energy adaptive clustering hierarchy (LEACH) protocol by introducing the residual energy and node degree in the cluster head selection phase and performs some optimizations in the cluster formation and data transmission phases, including selecting clusters for joining by ordinary nodes based on the residual energy of the cluster head nodes and weight computation based on the depth and residual energy of the cluster head nodes to select the optimal message forwarding nodes. In addition, this paper introduces an autonomous underwater vehicle (AUV) as a dynamic relay node to improve network transmission efficiency. According to the simulation results, compared with the existing LEACH, the energy efficient routing protocol based on layers and unequal clusters in underwater wireless sensor networks (EERBLC) and energy-efficient clustering multi-hop routing protocol in a UWSN (EECMR), the HECRA significantly improves network lifetime, the residual node energy, and the number of successfully transmitted packets, which can effectively prolong network lifetime and ensure efficient data transmission. Full article
(This article belongs to the Section Sensor Networks)
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11 pages, 11067 KB  
Article
The Impact of Special Marine Environments Such as the Kuroshio on Hydroacoustic Detection Equipment
by Xueqin Zhang, Kunde Yang and Xiaolin Yu
J. Mar. Sci. Eng. 2024, 12(9), 1594; https://doi.org/10.3390/jmse12091594 - 9 Sep 2024
Viewed by 922
Abstract
In order to study the impact of acoustic propagation characteristics in the northeastern South China Sea, GEBCO08 global terrain grid data and Argo data were used to numerically simulate the acoustic transmission characteristics of two stations in the northeast South China Sea affected [...] Read more.
In order to study the impact of acoustic propagation characteristics in the northeastern South China Sea, GEBCO08 global terrain grid data and Argo data were used to numerically simulate the acoustic transmission characteristics of two stations in the northeast South China Sea affected by the Kuroshio. The impact of different marine environments on acoustic transmission characteristics was analyzed. The results show that increasing the deployment depth of a sound source within a certain range will reduce the transmission loss; deploying a sound source near the axis of the surface acoustic channel or the deep-sea acoustic channel will also greatly increase the propagation distance of sound signals; and the presence of topography such as undersea mountains will increase the transmission loss. Full article
(This article belongs to the Section Ocean Engineering)
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12 pages, 5149 KB  
Article
GA-BP-Based Low-Noise FBG Hydroacoustic Monitoring System with Reference Sensor
by Yubin Zhou, Yuexia Zhao, Chengbing Song, Jiancun Wang, Weikun Xu and Zhengguang Li
Sensors 2024, 24(17), 5733; https://doi.org/10.3390/s24175733 - 4 Sep 2024
Cited by 1 | Viewed by 1290
Abstract
To address the issue of harsh marine background noise impacting the monitoring signal of fiber-optic hydrophones, we propose a low-noise fiber Bragg grating (FBG) hydroacoustic monitoring system with a reference sensor based on genetic algorithm backpropagation (GA-BP). Through theoretical analysis, we deduce the [...] Read more.
To address the issue of harsh marine background noise impacting the monitoring signal of fiber-optic hydrophones, we propose a low-noise fiber Bragg grating (FBG) hydroacoustic monitoring system with a reference sensor based on genetic algorithm backpropagation (GA-BP). Through theoretical analysis, we deduce the noise suppression steps of the GA-BP algorithm based on the reference sensor and construct train and test sets based on the data from the reference sensor and monitoring sensor at different times, optimizing the GA-BP algorithm to find the best fitting results and thereby obtaining the low-noise monitoring signal. Experimental results from the anechoic tank show that the proposed method can suppress background noise interference on effective signals and that the suppression effect improves as the background noise increases. The sound pressure sensitivity ranges from −173.76 dB to −171.33 dB at frequencies of 8 kHz to 12 kHz, with a response flatness of less than 2.43 dB. The noise suppression effect is obvious under the condition of poor signal-to-noise ratio (SNR), which can reach more than 18.3 dB. The advantages of the proposed algorithm in array signal processing are further demonstrated by the directivity experiment, which proves that the algorithm has a great potential for engineering applications in harsh marine environment. Full article
(This article belongs to the Section Optical Sensors)
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29 pages, 7345 KB  
Article
Practical Steps towards Establishing an Underwater Acoustic Network in the Context of the Marine Internet of Things
by Konstantin Kebkal, Aleksey Kabanov, Oleg Kramar, Maksim Dimin, Timur Abkerimov, Vadim Kramar and Veronika Kebkal-Akbari
Appl. Sci. 2024, 14(8), 3527; https://doi.org/10.3390/app14083527 - 22 Apr 2024
Viewed by 1694
Abstract
When several hydroacoustic modems operate simultaneously in an area of mutual coverage, collisions of data packets received from several sources may occur, which lead to information loss. With an increase in the number of simultaneously operating hydroacoustic modems, physical layer algorithms do not [...] Read more.
When several hydroacoustic modems operate simultaneously in an area of mutual coverage, collisions of data packets received from several sources may occur, which lead to information loss. With an increase in the number of simultaneously operating hydroacoustic modems, physical layer algorithms do not provide stable data transmission and the likelihood of collisions increases, which makes the operation of modems ineffective. To ensure effective operation in a hydroacoustic signal propagation environment and to reduce collisions when exchanging data between two modems that do not have the ability to operate synchronously and to reduce the access time to the signal propagation environment, methods of the medium access control layer using link layer protocols are required. Typically, this problem is solved using code separation of hydroacoustic channels. If you need to transfer over a network, this option will not work, since network transfer involves working on the basis of “broadcast” messages, particularly between data source and data sink that remain too far from each other, outside of their mutual audibility. In practical use, it is convenient to place these protocols into a software environment for developing specific user applications for solving network communication problems. This software framework allows for custom modification of existing network algorithms, as well as the inclusion of new network hydroacoustic communication algorithms. To build a predictive model, the DACAP, T-Lohi, Flooding, and ICRP protocols were used in this work. The implementation is performed in Erlang. The paper presents algorithms for implementing these protocols. A comparative analysis of network operation with and without protocols is provided. Efficiency of operation, i.e., data rates and probabilities of data delivery, was assessed. Full article
(This article belongs to the Special Issue Autonomous Underwater Vehicles (AUVs): Applications and Technologies)
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12 pages, 5358 KB  
Article
Research on a Feature Enhancement Extraction Method for Underwater Targets Based on Deep Autoencoder Networks
by Fang Ji, Guonan Li, Shaoqing Lu and Junshuai Ni
Appl. Sci. 2024, 14(4), 1341; https://doi.org/10.3390/app14041341 - 6 Feb 2024
Cited by 7 | Viewed by 1616
Abstract
The low-frequency line spectrum of the radiated noise signals of hydroacoustic targets contains features describing the intrinsic properties of the target that make the target susceptible to exposure. In order to extract the line spectral features of underwater acoustic targets, a method combining [...] Read more.
The low-frequency line spectrum of the radiated noise signals of hydroacoustic targets contains features describing the intrinsic properties of the target that make the target susceptible to exposure. In order to extract the line spectral features of underwater acoustic targets, a method combining image processing and a deep autoencoder network (DAE) is proposed in this paper to enhance the low-frequency weak line spectrum of underwater targets in an extremely low signal-to-noise ratio environment based on the measured data of large underwater vehicles. A Gauss–Bernoulli restricted Boltzmann machine (G–BRBM) for real-value signal processing was designed and programmed by introducing a greedy algorithm. On this basis, the encoding and decoding mechanism of the DAE network was used to eliminate interference from environmental noise. The weak line spectrum features were effectively enhanced and extracted under an extremely low signal-to-noise ratio of 10–300 Hz, after which the reconstruction results of the line spectrum features were obtained. Data from large underwater vehicles detected by far-field sonar arrays were processed and the results show that the method proposed in this paper was able to adaptively enhance the line spectrum in a data-driven manner. The DAE method was able to achieve more than double the extractable line spectral density in the frequency band of 10–300 Hz. Compared with the traditional feature enhancement extraction method, the DAE method has certain advantages for the extraction of weak line spectra. Full article
(This article belongs to the Special Issue Underwater Acoustic Signal Processing)
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21 pages, 12312 KB  
Article
Global Sound Absorption Prediction for a Composite Coating Laid on an Underwater Submersible in Debonding States
by Zhifu Zhang, Yizhe Huang, Jiaxuan Wang, Zhuang Li, Shiyuan Zhang and Xirui Zhang
J. Mar. Sci. Eng. 2023, 11(9), 1671; https://doi.org/10.3390/jmse11091671 - 25 Aug 2023
Cited by 4 | Viewed by 1557
Abstract
To address the problem that anechoic coatings frequently fall off from modern submersible hulls and are detrimental to the realization of underwater acoustic stealth, this paper focuses on the broadband sound absorbing of acoustic coverings in debonding states from fully bonded span to [...] Read more.
To address the problem that anechoic coatings frequently fall off from modern submersible hulls and are detrimental to the realization of underwater acoustic stealth, this paper focuses on the broadband sound absorbing of acoustic coverings in debonding states from fully bonded span to fully shedded conditions. Based on the non-uniform waveguide theory, subdomain splitting approach, and wave propagation theory in layered media, a global transfer matrix method (TMM) is developed for predicting the sound absorption of a composite overburden with periodic cavities in all peeling situations. Meanwhile, the corresponding acoustic-structure fully coupled finite element (FE) simulation and hydroacoustic impedance tube-based absorption experiment are sequentially performed for the lining in a semi-bonded state to comprehensively verify the accuracy and reliability of the present analytical methodology. Then, the influence laws of debonding states, material properties, and geometric parameters on the global absorption performance are investigated in depth to reveal the multiple energy dissipation mechanisms. The results show that the shedding state primarily affects the sound absorption characteristics of anechoic coatings in the low- to mid-frequency band below 7 kHz. Full article
(This article belongs to the Section Ocean Engineering)
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16 pages, 3297 KB  
Article
Spectrum-Weighted Fusion Cooperative Detection Algorithm Based on Double Thresholds for Underwater Acoustic Networks
by Jing Zhang, Liyuan Lin and Rui Zhang
Sensors 2023, 23(16), 7074; https://doi.org/10.3390/s23167074 - 10 Aug 2023
Cited by 1 | Viewed by 1311
Abstract
Spectrum-sensing technology is crucial for the development of underwater acoustic communication networks and plays a key role in detecting spectrum holes and channel occupancy. Energy detection technology, as the fundamental spectrum sensing technology in cognitive radio, has reached a mature level of development. [...] Read more.
Spectrum-sensing technology is crucial for the development of underwater acoustic communication networks and plays a key role in detecting spectrum holes and channel occupancy. Energy detection technology, as the fundamental spectrum sensing technology in cognitive radio, has reached a mature level of development. Its application in hydroacoustic communications can significantly enhance the utilization of the hydroacoustic spectrum. However, due to the complexity of the hydroacoustic channel compared with that of the radio channel, the traditional double-threshold energy detection technique faces challenges such as fixed threshold values and limited flexibility. To address this, we propose a model for the hydroacoustic channel that incorporates a weight factor based on the signal-to-noise ratio in the algorithm. This allows for adaptive threshold values based on the user’s signal-to-noise environment, reducing false detection rates and improving overall detection performance. Through simulation experiments and comparisons, our proposed signal-to-noise weighted collaborative spectrum-sensing technique demonstrates superior detection performance compared with other spectrum-sensing techniques. Full article
(This article belongs to the Section Sensor Networks)
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