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Evaluation of Reinforcement Learning-Based Adaptive Modulation in Shallow Sea Acoustic Communication
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作者 Yifan Qiu Xiaoyu Yang +1 位作者 Feng Tong Dongsheng Chen 《哈尔滨工程大学学报(英文版)》 2026年第1期292-299,共8页
While reinforcement learning-based underwater acoustic adaptive modulation shows promise for enabling environment-adaptive communication as supported by extensive simulation-based research,its practical performance re... While reinforcement learning-based underwater acoustic adaptive modulation shows promise for enabling environment-adaptive communication as supported by extensive simulation-based research,its practical performance remains underexplored in field investigations.To evaluate the practical applicability of this emerging technique in adverse shallow sea channels,a field experiment was conducted using three communication modes:orthogonal frequency division multiplexing(OFDM),M-ary frequency-shift keying(MFSK),and direct sequence spread spectrum(DSSS)for reinforcement learning-driven adaptive modulation.Specifically,a Q-learning method is used to select the optimal modulation mode according to the channel quality quantified by signal-to-noise ratio,multipath spread length,and Doppler frequency offset.Experimental results demonstrate that the reinforcement learning-based adaptive modulation scheme outperformed fixed threshold detection in terms of total throughput and average bit error rate,surpassing conventional adaptive modulation strategies. 展开更多
关键词 Adaptive modulation Shallow sea underwater acoustic modulation Reinforcement learning
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High-Velocity Magnetic Domain Wall Motion Driven by Acoustic Spin Transfer Torque
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作者 Jiacheng Lu Fa Chen +6 位作者 Yiming Shu Yukang Wen Hang Zou Yuhao Liu Shiheng Liang Wei Luo Yue Zhang 《Chinese Physics Letters》 2025年第6期229-238,共10页
We predict high-velocity magnetic domain wall(DW)motion driven by out-of-plane acoustic spin in surface acoustic waves(SAWs).We demonstrate that the SAW propagating at a 30-degree angle relative to the x-axis of a 128... We predict high-velocity magnetic domain wall(DW)motion driven by out-of-plane acoustic spin in surface acoustic waves(SAWs).We demonstrate that the SAW propagating at a 30-degree angle relative to the x-axis of a 128∘Y-LiNbO_(3) substrate exhibits uniform out-of-plane spin angular momentum.This acoustic spin triggers the DW motion at a velocity exceeding 50 m/s in a way that is similar to the spin-transfer-torque effect.This phenomenon highlights the potential of acoustic spin in enabling rapid DW displacement,offering an innovative approach to developing energy-efficient spintronic devices. 展开更多
关键词 acoustic spin rapid dw displacemen high velocity magnetic domain wall motion acoustic spin transfer torque plane spin angular momentum energy efficient spintronic devices surface acoustic waves
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Experimental verification of circular motion of Mie particles trapped within focused acoustic vortex beams
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作者 Zhengbao Li Hongyu Li Qingdong Wang 《Chinese Physics B》 2025年第9期284-289,共6页
Techniques for manipulating nanodroplets lie at the core of numerous miniaturized systems in chemical and biological research endeavors.In this study,we introduce a versatile methodology for calculating the acoustic v... Techniques for manipulating nanodroplets lie at the core of numerous miniaturized systems in chemical and biological research endeavors.In this study,we introduce a versatile methodology for calculating the acoustic vortex field,integrating hybrid wave equation principles with ray acoustics.This approach demonstrates remarkable consistency between simulated results and experimental observations.Importantly,both theoretical analysis and experimental validation confirm that particles whose diameters match the wavelength(Mie particles)can be effectively trapped within a focused acoustic vortex field,rotating in circular trajectories centered at the vortex center.This research significantly expands the scope of acoustic vortex manipulation for larger particles and introduces a novel implementation strategy with potential applications in targeted drug delivery for clinical adjuvant therapy. 展开更多
关键词 focused acoustic vortex ray acoustic topological charge circular trajectories Mie particles
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Thermoacoustic instability:Challenges,advances,and future directions in combustors
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作者 Ye TIAN Yitong ZHAO 《Chinese Journal of Aeronautics》 2025年第5期5-6,共2页
1.Challenges Thermoacoustic instability in combustors arises from the interaction between sound waves and unsteady heat release,commonly found in systems like gas turbines and aeroengines.This instability leads to und... 1.Challenges Thermoacoustic instability in combustors arises from the interaction between sound waves and unsteady heat release,commonly found in systems like gas turbines and aeroengines.This instability leads to undesirable consequences such as structural damage and performance deterioration.The challenge lies in predicting and mitigating these instabilities due to the complex interplay of various physical phenomena like acoustic propagation,turbulent flow,and combustion chemistry,which are summarized in detail in Aimee S.Morgans and Dong Yang's published article. 展开更多
关键词 acoustic propagationturbulent flowand predicting mitigating CHALLENGES gas turbines sound waves physical phenomena combustors thermoacoustic instability
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Implantable bio-chip for visible and controllable microwave-induced transcranial acoustic generation
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作者 Weian Chao Ruyi Wen +2 位作者 Yubin Gong Qiang Liu Lei Xi 《Journal of Innovative Optical Health Sciences》 2025年第5期135-147,共13页
Ultrasound neuromodulation is a powerful tool for brain investigation and holds great promise for treating brain diseases.However,due to the heterogeneous acoustic properties of skulls,existing ultrasound neuromodulat... Ultrasound neuromodulation is a powerful tool for brain investigation and holds great promise for treating brain diseases.However,due to the heterogeneous acoustic properties of skulls,existing ultrasound neuromodulation faces the challenge of severe transcranial acoustic attenuation.To overcome such limitations,we report an implantable bio-chip for visible and controllable mi-crowave-induced transcranial acoustic generation(MI-tAG).The bio-chip is soft,flexible,and biocompatible,with a thickness of 3mm,making it suitable for human intracranial implantation.The constituted fluid channels can cover an area of 50 mm×60 mm,enabling widefield neuronstimulation.The particles filled in the fluid channels have both high microwave absorption.ensuring efficient ultrasound generation,and magnetism,allowing noncontact and flexible ma-nipulation by external magnetic fields.The experimental results demonstrate that the optimal MI-tAG can be realized by the combination of particles arranged in a linear pattern and corre-sponding illumination via a linearly polarized microwave.Stability evaluation indicates that the particles can maintain a consistent acoustic intensity without degradation for at least seven days.The results of in vitro and in vivo experiments show that the MII-tAG can manipulate ultrasound sources and visibly locate them in real time.This study provides a potential innovative approach for future ultrasound neuromodulation,inspiring the development of more useful methods to advance brain research.This study introduces a promising innovative approach for transcranial acoustic generation,potentially inspiring the development of more effective methods for ad-vancing ultrasound neuromodulation. 展开更多
关键词 Electromagnetic techniques bio-chip IMPLANTABLE thermoacoustic transcranial acoustic generation.
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Shape Sensitivity Analysis of Acoustic Scattering with Series Expansion Boundary Element Methods
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作者 Fan Li Hongxue Liu +2 位作者 Yongsong Li Leilei Chen Haojie Lian 《Computer Modeling in Engineering & Sciences》 2025年第6期2785-2809,共25页
This study explores a sensitivity analysis method based on the boundary element method(BEM)to address the computational complexity in acoustic analysis with ground reflection problems.The advantages of BEM in acoustic... This study explores a sensitivity analysis method based on the boundary element method(BEM)to address the computational complexity in acoustic analysis with ground reflection problems.The advantages of BEM in acoustic simulations and its high computational cost in broadband problems are examined.To improve efficiency,a Taylor series expansion is applied to decouple frequency-dependent terms in BEM.Additionally,the SecondOrder Arnoldi(SOAR)model order reduction method is integrated to reduce computational costs and enhance numerical stability.Furthermore,an isogeometric sensitivity boundary integral equation is formulated using the direct differentiation method,incorporating Cauchy principal value integrals and Hadamard finite part integrals to handle singularities.The proposed method improves the computational efficiency,and the acoustic sensitivity analysis provides theoretical support for further acoustic structure optimization. 展开更多
关键词 Isogeometric boundary element method ground reflection broadband acoustics acoustic scattering
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Effects of Insect Acoustic and Music Acoustic Frequency on the Growth of 6 Kinds of Vegetables 被引量:1
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作者 柏明娥 姜仕仁 +2 位作者 李楠 洪利兴 洪文彬 《Agricultural Science & Technology》 CAS 2010年第3期90-93,100,共5页
[Objective] The aim was to study the effects of different acoustic frequency of insect sound (IS) and insect-music mixed sound (MS) treatment on the growth of 6 kinds of vegetables.[Method] The insect acoustic gro... [Objective] The aim was to study the effects of different acoustic frequency of insect sound (IS) and insect-music mixed sound (MS) treatment on the growth of 6 kinds of vegetables.[Method] The insect acoustic group,insect-music mixed group and normal control group were designed to determine the related indices of 6 kinds of vegetables in unified management regularly.[Result] After different acoustic frequency treatment,besides soybean plant height,dry root weight of cabbage and greengrocery,there was significant difference of plant height,fresh weight and dry weight between the other vegetables and control.Under acoustic frequency treatment,the growth situations of six kinds of vegetables were better than control.In the growth period,acoustic frequency treatment could promote height growth (except soybean) and edible part yield.[Conclusion] Both of IS and MS could promote the plant growth,but their effects had difference. 展开更多
关键词 Vegetation acoustic frequency Insect acoustic Music acoustic VEGETABLE
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Combined optical fiber interferometric sensors for the detection of acoustic emission 被引量:2
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作者 LIANG Yi-jun MU Lin-lin LIU Jun-feng YU Xiao-tao 《Optoelectronics Letters》 EI 2008年第3期184-187,共4页
A type of combined optical fiber interferometric acoustic emission sensor is proposed. The sensor can be independent on the laser source and make light interference by matching the lengths of two arms,so it can be use... A type of combined optical fiber interferometric acoustic emission sensor is proposed. The sensor can be independent on the laser source and make light interference by matching the lengths of two arms,so it can be used to monitor the health of large structure. Theoretical analyses indicate that the system can be equivalent to the Michelson interferometer with two optical fiber loop reflectors,and its sensitivity has been remarkably increased because of the decrease of the losses of light energy. PZT is powered by DC regulator to control the operating point of the system,so the system can accurately detect feeble vibration which is generated by ultrasonic waves propagating on the surface of solid. The amplitude and the frequency of feeble vibration signal are obtained by detecting the output light intensity of interferometer and using Fourier transform technique. The results indicate that the system can be used to detect the acoustic emission signals by the frequency characteristics. 展开更多
关键词 acoustic emissions acoustics Electric network analysis Fiber optics Fibers Fourier transforms Geodetic satellites INTERFEROMETERS Interferometry Lattice vibrations Light sources Michelson interferometers Optical fibers Optical in acoustic emission sensors acoustic Emission signals Fiber loop reflectors Fourier Frequency characteristics Interferometric sensors Laser sources Light energy Light intensities Operating points OPTICAL Vibration signals
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Controlling acoustic orbital angular momentum with artificial structures:From physics to application 被引量:1
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作者 Wei Wang Jingjing Liu +1 位作者 Bin Liang Jianchun Cheng 《Chinese Physics B》 SCIE EI CAS CSCD 2022年第9期41-55,共15页
Acoustic orbital angular momentum(OAM)associated with helicoidal wavefront recently attracts rapidly-growing attentions,offering a new degree of freedom for acoustic manipulation.Due to the unique dynamical behavior a... Acoustic orbital angular momentum(OAM)associated with helicoidal wavefront recently attracts rapidly-growing attentions,offering a new degree of freedom for acoustic manipulation.Due to the unique dynamical behavior and inherent mode orthogonality of acoustic OAM,its harnessing is of fundamental interests for wave physics,with great potential in a plethora of applications.The recent advance in materials physics further boosts efforts into controlling OAM-carrying acoustic vortices,especially acoustic metasurfaces with planar profile and subwavelength thickness.Thanks to their un-conventional acoustic properties beyond attainable in the nature,acoustic artificial structures provide a powerful platform for new research paradigm for efficient generation and diverse manipulation of OAM in ways not possible before,enabling novel applications in diverse scenarios ranging from underwater communication to object manipulation.In this article,we present a comprehensive view of this emerging field by delineating the fundamental physics of OAM-metasurface interac-tion and recent advances in the generation,manipulation,and application of acoustic OAM based on artificial structures,followed by an outlook for promising future directions and potential practical applications. 展开更多
关键词 acoustic orbital angular momentum acoustic metamaterials acoustic metasurfaces acoustic communications
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Laboratory-scale insight into ultrasonic and acoustic emission indicators for damage characterization and hazard assessment of deep shale 被引量:1
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作者 Jingjing Dai Jianfeng Liu +5 位作者 Changwu Liu Jianxiong Yang Fujun Xue Yifan Tang Dehang Liu Junjie Liu 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第5期2964-2986,共23页
The loaded rock experiences multiple stages of deformation.It starts with the formation of microcracks at low stresses(crack initiation,CI)and then transitions into unstable crack propagation(crack damage,CD)near the ... The loaded rock experiences multiple stages of deformation.It starts with the formation of microcracks at low stresses(crack initiation,CI)and then transitions into unstable crack propagation(crack damage,CD)near the ultimate strength.In this study,both the acoustic emission method(AEM)and the ultrasonic testing method(UTM)were used to examine the characteristics of AE parameters(b-value,peak frequency,frequency-band energy ratio,and fractal dimension)and ultrasonic(ULT)properties(velocity,amplitude,energy attenuation,and scattering attenuation)of bedded shale at CI,CD,and ultimate strength.The comparison involved analyzing the strain-based method(SBM),AEM,and UTM to determine the thresholds for damage stress.A fuzzy comprehensive evaluation model(FCEM)was created to describe the damage thresholds and hazard assessment.The results indicate that the optimal AE and ULT parameters for identifying CI and CD stress are ringing count,ultrasonic amplitude,energy attenuation,and scattering attenuation of the S-wave.Besides,damage thresholds were detected earlier by AE monitoring,ranging from 3 MPa to 10 MPa.CI and CD identified by UTM occurred later than SBM and AEM,and were in the range of 12 MPa.The b-value,peak frequency,energy ratio in the low-frequency band(0e62.5 kHz),correlation dimension,and sandbox dimension showed low values at the peak stress,while the energy ratio in a moderate-frequency band(187.5e281.25 kHz)and amplitude showed high values.The successful application of FCEM to laboratory testing of shales has demonstrated its ability to quantitatively identify AE/ULT precursors of seismic hazards associated with rock failure. 展开更多
关键词 Crack initiation Crack damage Deep shale acoustic emission Ultrasonic testing
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Semi-Active Sound Absorption Method with Acoustic Impedance Matching 被引量:1
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作者 ZHU Congyun ZHANG Shaoqi DING Guofang 《Journal of Donghua University(English Edition)》 2025年第1期64-70,共7页
The active sound absorption technique excels in mitigating low-frequency sound waves,yet it falls short when dealing with medium and high-frequency sound waves.To enhance the sound-absorbing effect of medium and high-... The active sound absorption technique excels in mitigating low-frequency sound waves,yet it falls short when dealing with medium and high-frequency sound waves.To enhance the sound-absorbing effect of medium and high-frequency sound waves,a novel semi-active sound absorption method has been introduced.This method modulates the surface impedance of a loudspeaker positioned behind the sound-absorbing material,thereby altering the sound absorption coefficient.The theoretical sound absorption coefficient is calculated using MATLAB and compared with the experimental one.Results show that the method can effectively modulates the absorption coefficient in response to varying incident sound wave frequencies,ensuring that it remains at its peak value. 展开更多
关键词 acoustic impedance semi-active sound absorption rigid wall cavity depth sound absorption coefficient
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《声学学报》《Chinese Journal of Acoustics》简介
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《声学学报》 北大核心 2025年第3期F0002-F0002,共1页
一、声学学报(中、英文版)两刊,是中国科学院声学研究所主办,中国声学学会、声学学报编辑委员会编辑出版的学术性刊物,刊载具有创造性的声学研究论文、实验性论文和重要应用性论文(包括实验工作、理论和应用研究、仪器研制),评述性论文... 一、声学学报(中、英文版)两刊,是中国科学院声学研究所主办,中国声学学会、声学学报编辑委员会编辑出版的学术性刊物,刊载具有创造性的声学研究论文、实验性论文和重要应用性论文(包括实验工作、理论和应用研究、仪器研制),评述性论文以编委会约定者为限。 展开更多
关键词 Chinese Journal of acoustics 声学学报
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《声学学报》《Chinese Journal of Acoustics》简介
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《声学学报》 北大核心 2025年第6期F0002-F0002,共1页
一、声学学报(中、英义版)两刊,是中国科学院声学研究所主办,中国声学学会、声学学报编辑委员会编辑出版的学术性刊物,刊载具有创造性的声学研究论文、实验性论文和重要应用性论文(包括实验工作、理论和应用研究、仪器研制),评述性论文... 一、声学学报(中、英义版)两刊,是中国科学院声学研究所主办,中国声学学会、声学学报编辑委员会编辑出版的学术性刊物,刊载具有创造性的声学研究论文、实验性论文和重要应用性论文(包括实验工作、理论和应用研究、仪器研制),评述性论文以编委会约定者为限。 展开更多
关键词 Chinese Journal of acoustics 声学学报
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《声学学报》《Chinese Journal of Acoustics》简介
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《声学学报》 北大核心 2025年第5期F0002-F0002,共1页
一、声学学报(中、英文版)两刊,是中国科学院声学研究所主办,中国声学学会、声学学报编辑委员会编辑出版的学术性刊物,刊载具有创造性的声学研究论文、实验性论文和重要应用性论文(包括实验工作、理论和应用研究、仪器研制),评述性论文... 一、声学学报(中、英文版)两刊,是中国科学院声学研究所主办,中国声学学会、声学学报编辑委员会编辑出版的学术性刊物,刊载具有创造性的声学研究论文、实验性论文和重要应用性论文(包括实验工作、理论和应用研究、仪器研制),评述性论文以编委会约定者为限。创刊主编为马大猷先生,现任主编为李晓东先生。二、来稿须知(1)交稿时做到清稿、定稿;(2)要求内容正确,层次分明,文字简练,并正确使用标点符号;(3)名词、术语、符号、单位等一律使用国家标准;(4)论文和快报都应以描述自己的创造性工作成果为主,一般的或在文献中已有的数学推导过程一律不可重复。 展开更多
关键词 Chinese Journal of acoustics 声学学报
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External and interior acoustics simulation for multi-propeller aircraft based on URANS+FW-H and acoustic-solid coupling
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作者 Liantan LUO Xianghua HUANG Tianhong ZHANG 《Chinese Journal of Aeronautics》 2025年第7期203-226,共24页
Feasible and accurate acoustic modeling of external and internal aircraft environments is essential for designing low-noise multi-propeller aircraft.This work proposes a novel sound source equivalent approach using Li... Feasible and accurate acoustic modeling of external and internal aircraft environments is essential for designing low-noise multi-propeller aircraft.This work proposes a novel sound source equivalent approach using Lighthill's sound sources(monopole and dipole point sources)for simulating propeller noise.It establishes data transmission interfaces between aerodynamic acoustics and acoustic-solid coupling.Equations are expanded from acoustic pressure to monopole amplitude and dipole moment vector.The basic assumption is that the propeller noise has similar spatial radiation directivity as the sound point source.The radiation relationships are explicitly built between harmonic propeller noise and dipole sources at cabin cross-sections,and between harmonic propeller noise and monopole sources along cabin longitudinal sections.External acoustic pressure distributions of cabin noise are calculated using Unsteady Reynolds-Averaged Navier-Stokes(URANS)and Ffowcs Williams-Hawkings(FW-H)approach.Interior noise is calculated using frequency domain acoustic-solid coupling.Sound source equivalent approach is used to calculate the equivalent intensity of monopole or dipole point sources for external excitation.To assess accuracy of the proposed approach,both external and interior noise of a turboprop aircraft with four sixbladed propellers are calculated and compared against flight trial results of a C-130J-30 Hercules.The turboprop aircraft adopts the same size parameters as the C-130J-30 Hercules.The present frequency domain acoustic approach is accurate for interior cabin noise.It is beneficial for enhancing the design of the low-noise turboprop aircraft. 展开更多
关键词 acoustic modeling PROPELLERS MONOPOLE Dipole INTERIOR AIRCRAFT
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Crystallization at the hexadecane/water interface observed under acoustic levitation
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作者 Smaragda-Maria Argyri Axel Stark +3 位作者 Viktor Eriksson Lars Evenäs Anna Martinelli Romain Bordes 《Journal of Environmental Sciences》 2025年第12期197-206,共10页
Alkanes are present in the atmosphere,commonly in the form of aerosols,and can thus interact with water droplets,leading to the formation of new interfaces.Yet,in the study of these interactions,traditional experiment... Alkanes are present in the atmosphere,commonly in the form of aerosols,and can thus interact with water droplets,leading to the formation of new interfaces.Yet,in the study of these interactions,traditional experimental methods often rely on the presence of sample containers,which can interfere with the observations.Acoustic levitation is a technique which allows the manipulation of samples in the microliter regime in a contact-free manner.Hence,interfacial phenomena can be studied without the presence of external surfaces,mimicking atmospheric conditions.Herein,we acoustically levitated a droplet of water in contact with a droplet of hexadecane and observed interfacial crystallization at the hexadecane/water interface that propagated to the entire droplet of hexadecane.It was found that the crystallization occurred up to 3 K above the melting temperature of hexadecane,and at a relative humidity below 30%.Moreover,the volume ratio between water and hexadecane influenced the fraction of crystallized surface area;for a hexadecane:water ratio above 1:2 full surface crystallization occurred.Combining acoustic levitation with Raman spectroscopy allowed the characterization of the phase transition in real time,demonstrating the existence of a solid crystal of alkane upon water evaporation.This study provides insights into the process of interfacial crystallization of hexadecane and demonstrates the suitability of acoustic levitation to study contact-free interfacial phenomena between two immiscible liquids. 展开更多
关键词 HEXADECANE Contact-free Surface crystallization acoustic levitation INTERFACE
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Time and place affect the acoustic structure of frogadvertisement calls
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作者 Logan S.James Michael J.Ryan 《Current Zoology》 2025年第2期196-204,共9页
Acoustic communication signals are important for species recognition and mate attraction across numerous taxa.For instance,most of thethousands of species of frogs have a species-specifc advertisement call that female... Acoustic communication signals are important for species recognition and mate attraction across numerous taxa.For instance,most of thethousands of species of frogs have a species-specifc advertisement call that females use to localize and discriminate among potential mates.Thus,the acoustic structure of the advertisement call is critical for reproductive success.The acoustic structure of calls will generally divergeover evolutionary time and can be infuenced by the calls of sympatric species.While many studies have shown the infuence of geographyon contemporary call variation in populations of frogs,no study has compared the acoustic structure of frog calls across many species to askwhether we can detect an infuence of divergence time and overall geographic overlap on the differences in acoustic structure of species-typicalcalls that we observe now.To this end,we compared acoustic features of the calls of 225 species of frogs within 4 families.Furthermore,weused a behavioral assay from 1 species of frog to determine which acoustic features to prioritize in our large-scale analyses.We found evidencethat both phylogeny(time)and geography(place)relate to advertisement call acoustics albeit with large variation in these relationships acrossthe 4 families in the analysis.Overall,these results suggest that,despite the many ecological and evolutionary forces that infuence call structure,the broad forces of time and place can shape aspects of advertisement call acoustics. 展开更多
关键词 acoustic communication character displacement EVOLUTION prezygotic isolation sexual selection SPECIATION
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Deep learning aided underwater acoustic OFDM receivers: Model-driven or data-driven?
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作者 Hao Zhao Miaowen Wen +3 位作者 Fei Ji Yaokun Liang Hua Yu Cui Yang 《Digital Communications and Networks》 2025年第3期866-877,共12页
The Underwater Acoustic(UWA)channel is bandwidth-constrained and experiences doubly selective fading.It is challenging to acquire perfect channel knowledge for Orthogonal Frequency Division Multiplexing(OFDM)communica... The Underwater Acoustic(UWA)channel is bandwidth-constrained and experiences doubly selective fading.It is challenging to acquire perfect channel knowledge for Orthogonal Frequency Division Multiplexing(OFDM)communications using a finite number of pilots.On the other hand,Deep Learning(DL)approaches have been very successful in wireless OFDM communications.However,whether they will work underwater is still a mystery.For the first time,this paper compares two categories of DL-based UWA OFDM receivers:the DataDriven(DD)method,which performs as an end-to-end black box,and the Model-Driven(MD)method,also known as the model-based data-driven method,which combines DL and expert OFDM receiver knowledge.The encoder-decoder framework and Convolutional Neural Network(CNN)structure are employed to establish the DD receiver.On the other hand,an unfolding-based Minimum Mean Square Error(MMSE)structure is adopted for the MD receiver.We analyze the characteristics of different receivers by Monte Carlo simulations under diverse communications conditions and propose a strategy for selecting a proper receiver under different communication scenarios.Field trials in the pool and sea are also conducted to verify the feasibility and advantages of the DL receivers.It is observed that DL receivers perform better than conventional receivers in terms of bit error rate. 展开更多
关键词 Deep learning Doubly-selective channels DATA-DRIVEN Model-driven Underwater acoustic communication OFDM
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Mechanical Behavior and Acoustic Emission Characteristics of Thermally Damaged Granite under Confining Pressure
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作者 Pei Guo Yong Zhang +1 位作者 Junjie Shi Jie Fang 《Applied Geophysics》 2025年第4期1182-1204,1496,1497,共25页
High temperature and high stress are critical challenges facing enhanced geothermal systems(EGS).This study investigates the physical and mechanical behavior and acoustic emission(AE)characteristics of granite subject... High temperature and high stress are critical challenges facing enhanced geothermal systems(EGS).This study investigates the physical and mechanical behavior and acoustic emission(AE)characteristics of granite subjected to heating–water cooling treatments at temperatures ranging from 25℃ to 400℃.Changes in physical properties,including volume expansion,mass loss,and P-wave velocity,were examined to quantify the extent of thermal damage.Results show that visible surface cracking occurs on granite samples treated above 300℃,with P-wave velocity being the most sensitive indicator of thermal damage.Uniaxial and triaxial compression tests were conducted to explore the effects of temperature and confining pressure on granite’s strength,deformation,failure modes,energy evolution,and brittleness.While peak strength remains largely unaffected by temperature,failure modes transition from axial splitting to shear as confining pressure increases.Thermal damage reduces the rock’s energy storage capacity and increases energy dissipation during loading.The brittleness index decreases with temperature and confining pressure,though granite still exhibits pronounced brittle behavior within the studied range.Distinct differences were observed in the AE temporal characteristics and energy evolution of granite samples under uniaxial and triaxial compression conditions.As the specimen approaches failure,the abrupt increase in AE hit rate occurs earlier than the corresponding rise in AE energy.The global b-value of the granite samples increased with treatment temperature,and the global b-value in triaxial compression tests was higher than that in uniaxial compression tests.The evolution of timedependent b-value also varied with increasing confining pressure.These findings,particularly the AE temporal characteristics and distinct b-value evolution under confinement of thermally damaged granite,provide important implications for microseismic-based stability assessment and early warning in thermally damaged rock masses. 展开更多
关键词 GRANITE Thermal damage Mechanical behavior acoustic emission Energy dissipation Brittleness index
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Mechanism of confining pressure-induced failure mode transition in granite:Implications from acoustic emission and numerical simulation
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作者 XU Meng-ling XU Nu-wen +3 位作者 LI Zhuang HE Yi-fan SUN Ling-feng JIA Nai-ze 《Journal of Central South University》 2025年第11期4500-4517,共18页
To elucidate the influence of confining pressure on microcrack evolution and macroscopic failure mechanisms in granite,a multi-perspective approach was adopted.This approach combined triaxial compression tests,acousti... To elucidate the influence of confining pressure on microcrack evolution and macroscopic failure mechanisms in granite,a multi-perspective approach was adopted.This approach combined triaxial compression tests,acoustic emission(AE)monitoring,and PFC simulations.The results show that:1)Confining pressure exhibits a pronounced linear correlation with both yield strength and compressive strength.The enhancement of confining pressure significantly improves the deformability of granite and promotes a progressive shift in failure mechanism from brittle rupture to ductile deformation;2)Increasing confining pressure elevates the stress threshold for microcrack initiation and suppresses crack propagation.As a result,the proportion of shear cracks increases(based on AE analysis)from 18.71%to 61.2%,marking a transition in the dominant failure mode from tensile to shear;3)Confining pressure facilitates the development of grain boundary shear cracks(GBSCs),establishing the primary damage pathways.In addition,local stress concentrations under high confinement conditions trigger intragranular cracking.This highlights the regulatory effect of confining pressure on microcrack evolution. 展开更多
关键词 GRANITE confining pressure rock mechanics failure mechanisms acoustic emission numerical simulation
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