Pub Date : 2024-06-12DOI: 10.1007/s40857-024-00327-x
Zhida Ma, Peng Zhou, Xin Zhang, Siyang Zhong
{"title":"Experimental Assessment of the Flow Recirculation Effect on the Noise Measurement of a Free-Flying Multi-rotor UAS in a Closed Anechoic Chamber","authors":"Zhida Ma, Peng Zhou, Xin Zhang, Siyang Zhong","doi":"10.1007/s40857-024-00327-x","DOIUrl":"https://doi.org/10.1007/s40857-024-00327-x","url":null,"abstract":"","PeriodicalId":54355,"journal":{"name":"Acoustics Australia","volume":"11 12","pages":""},"PeriodicalIF":1.7,"publicationDate":"2024-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141354165","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-28DOI: 10.1007/s40857-024-00325-z
Kang Zheng, Jixing Qin, Shuanglin Wu, Yuhan Liu, Zhaohui Peng
A method to distinguish the surface source and underwater source based on two-dimensional Fourier transform of interference pattern in deep-water environment with an incomplete sound channel is presented in this paper. Considering the modal characteristics of incomplete channel, the normal mode can be divided into three categories: trapped mode, bottom interacting mode and surface interacting-bottom interacting mode. Then, the interference spectrum can be obtained by performing a two-dimensional Fourier transform on the interference pattern. Due to the correlation between the interference structure and the source depth, the types and positions of interference spectral peaks vary at different source depths. Based on this, subspaces can be defined for the interference spectrum, and then the energy ratio of the different modal interference groups in the subspaces can be calculated for source depth discrimination. In this method, the identification of source depth is regarded as a binary classification problem, where the decision threshold is calculated from simulation results under a given false alarm probability. The source depth discrimination can be achieved through comparing the energy ratio with the given decision threshold. The effectiveness of the proposed method is verified using numerical simulations and experimental data.
{"title":"Source Depth Discrimination Based on Interference Spectrum in Deep Water with an Incomplete Channel","authors":"Kang Zheng, Jixing Qin, Shuanglin Wu, Yuhan Liu, Zhaohui Peng","doi":"10.1007/s40857-024-00325-z","DOIUrl":"10.1007/s40857-024-00325-z","url":null,"abstract":"<div><p>A method to distinguish the surface source and underwater source based on two-dimensional Fourier transform of interference pattern in deep-water environment with an incomplete sound channel is presented in this paper. Considering the modal characteristics of incomplete channel, the normal mode can be divided into three categories: trapped mode, bottom interacting mode and surface interacting-bottom interacting mode. Then, the interference spectrum can be obtained by performing a two-dimensional Fourier transform on the interference pattern. Due to the correlation between the interference structure and the source depth, the types and positions of interference spectral peaks vary at different source depths. Based on this, subspaces can be defined for the interference spectrum, and then the energy ratio of the different modal interference groups in the subspaces can be calculated for source depth discrimination. In this method, the identification of source depth is regarded as a binary classification problem, where the decision threshold is calculated from simulation results under a given false alarm probability. The source depth discrimination can be achieved through comparing the energy ratio with the given decision threshold. The effectiveness of the proposed method is verified using numerical simulations and experimental data.</p></div>","PeriodicalId":54355,"journal":{"name":"Acoustics Australia","volume":"52 2","pages":"247 - 261"},"PeriodicalIF":1.7,"publicationDate":"2024-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141167479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-15DOI: 10.1007/s40857-024-00324-0
Aaron Miller, Dominik Duschlbauer, Joseph Spagnol
The increasing application of DIN 4150-3 to above-ground structures such as commercial, residential and particularly heritage buildings in the preliminary planning stage of projects is problematic. DIN 4150-3 is often incorrectly interpreted when applied to Australian scenarios which has the potential for long-term consequences. Applying the DIN 4150-3 guide values for resonant vibration at the correct location (just below the roof) requires the consideration of potential amplification between the foundation and the roof level of the building, which does not appear to be common practice in Australia. A review of the literature found that roof vibration levels are typically 1.5 times higher than that at the foundation, but in practice can be up to four to six times higher, particularly in heritage structure applications. The correct application of DIN 4150-3 results in more stringent guide values at the foundation than those commonly applied in practice in Australia, the practical consequences of which are either an excessive number of pre-construction dilapidation surveys, or the restriction of vibration-intensive items of plant through increased buffer distances, which increases project costs and timelines. This paper proposes an alternative methodology to the application of DIN 4150-3 that, when complemented with the application of BS 7385-2, provides a sensible compromise for Australian scenarios between the competing requirements of asset owners and construction contractors that can be applied to all industrial, commercial and residential receivers, including those with “heritage” status.
在项目的初步规划阶段,DIN 4150-3 标准越来越多地应用于地面建筑,如商业建筑、住宅建筑,特别是文物建筑,这就产生了问题。DIN 4150-3 标准在应用于澳大利亚的情况时经常被错误地解释,这有可能造成长期的后果。将 DIN 4150-3 标准的共振指导值应用于正确的位置(屋顶正下方)需要考虑地基与建筑物屋顶之间的潜在放大效应,而这在澳大利亚似乎并不常见。查阅文献后发现,屋顶振动水平通常是地基振动水平的 1.5 倍,但在实际应用中可能高达 4 到 6 倍,尤其是在文物结构应用中。正确应用 DIN 4150-3 标准会导致地基处的指导值比澳大利亚实际应用中的指导值更为严格,其实际后果要么是施工前进行过多的失效调查,要么是通过增加缓冲距离来限制振动密集型设备,从而增加项目成本和工期。本文提出了一种替代 DIN 4150-3 标准的应用方法,该方法与 BS 7385-2 标准的应用相辅相成,在资产所有者和建筑承包商相互竞争的要求之间为澳大利亚的情况提供了一个合理的折中方案,可适用于所有工业、商业和住宅接收器,包括具有 "遗产 "地位的接收器。
{"title":"The Increasing Application of DIN 4150-3 for the Assessment of Potential Damage to Buildings from Construction Vibration and its Implications in Australia","authors":"Aaron Miller, Dominik Duschlbauer, Joseph Spagnol","doi":"10.1007/s40857-024-00324-0","DOIUrl":"10.1007/s40857-024-00324-0","url":null,"abstract":"<div><p>The increasing application of DIN 4150-3 to above-ground structures such as commercial, residential and particularly heritage buildings in the preliminary planning stage of projects is problematic. DIN 4150-3 is often incorrectly interpreted when applied to Australian scenarios which has the potential for long-term consequences. Applying the DIN 4150-3 guide values for resonant vibration at the correct location (just below the roof) requires the consideration of potential amplification between the foundation and the roof level of the building, which does not appear to be common practice in Australia. A review of the literature found that roof vibration levels are typically 1.5 times higher than that at the foundation, but in practice can be up to four to six times higher, particularly in heritage structure applications. The correct application of DIN 4150-3 results in more stringent guide values at the foundation than those commonly applied in practice in Australia, the practical consequences of which are either an excessive number of pre-construction dilapidation surveys, or the restriction of vibration-intensive items of plant through increased buffer distances, which increases project costs and timelines. This paper proposes an alternative methodology to the application of DIN 4150-3 that, when complemented with the application of BS 7385-2, provides a sensible compromise for Australian scenarios between the competing requirements of asset owners and construction contractors that can be applied to all industrial, commercial and residential receivers, including those with “heritage” status.</p></div>","PeriodicalId":54355,"journal":{"name":"Acoustics Australia","volume":"52 2","pages":"279 - 288"},"PeriodicalIF":1.7,"publicationDate":"2024-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140972986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-09DOI: 10.1007/s40857-024-00323-1
Kiri Mealings, Kelly Miles, Nicole Matthews, Joerg M. Buchholz
University is an important stage of learning for students, so it is vital that higher education spaces are acoustically accessible to all and are places that promote equity and inclusion. The aim of this study was to measure the unoccupied noise levels and reverberation times of all of the classrooms in a typical Australian university to assess acoustic accessibility with a view to planning for a more accessible campus. A total of 166 classrooms were measured and categorised into good, ok, and poor classrooms according to the Macquarie University (MQU) Design Guidelines Review Performance Standards. Regarding unoccupied noise levels, 52% of classrooms were within the recommended < 35 dBA limit. Regarding reverberation times, 65% of classrooms were within the recommended 0.4–0.6 s limit. Finally, 40% of classrooms met both the noise level and reverberation time limit. The plans at the university to incorporate these findings to make the campus more acoustically accessible are discussed, as well as future research avenues so that all students and teachers can flourish.
{"title":"Towards an Acoustically Accessible Campus: A Case Study of the Acoustic Conditions of an Australian University","authors":"Kiri Mealings, Kelly Miles, Nicole Matthews, Joerg M. Buchholz","doi":"10.1007/s40857-024-00323-1","DOIUrl":"10.1007/s40857-024-00323-1","url":null,"abstract":"<div><p>University is an important stage of learning for students, so it is vital that higher education spaces are acoustically accessible to all and are places that promote equity and inclusion. The aim of this study was to measure the unoccupied noise levels and reverberation times of all of the classrooms in a typical Australian university to assess acoustic accessibility with a view to planning for a more accessible campus. A total of 166 classrooms were measured and categorised into good, ok, and poor classrooms according to the Macquarie University (MQU) Design Guidelines Review Performance Standards. Regarding unoccupied noise levels, 52% of classrooms were within the recommended < 35 dBA limit. Regarding reverberation times, 65% of classrooms were within the recommended 0.4–0.6 s limit. Finally, 40% of classrooms met both the noise level and reverberation time limit. The plans at the university to incorporate these findings to make the campus more acoustically accessible are discussed, as well as future research avenues so that all students and teachers can flourish.</p></div>","PeriodicalId":54355,"journal":{"name":"Acoustics Australia","volume":"52 2","pages":"273 - 278"},"PeriodicalIF":1.7,"publicationDate":"2024-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s40857-024-00323-1.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140934298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-08DOI: 10.1007/s40857-024-00320-4
Apoorva A. Dandge, Akshay P. Patil
This article presents the acoustic characterization of two well-known Hemadpanti-style Indian Hindu temples in Maharashtra, India, built during the twelfth century. The studies of architectural acoustics in Indian Hindu temples are sparse. Therefore, characterizing the acoustic nature of such historical Hindu temples is vital. This study may provide insight into the role of architectural characteristics that support the desired sound field, ensuring that the music ritual, singing of devotional songs, and Vedic chanting are suitable in Hemadpanti-style Hindu temples. The research aimed to report and investigate the acoustic behavior of the Hindu temples through in-situ measurements in an unoccupied condition. Virtual acoustic models were developed and validated using the in-situ measurements under the same conditions. Objective room acoustic indicators considered are reverberation time (T30), clarity of music (C80), and Speech Transmission Index (STI), which are later simulated and analyzed for two sound source positions in occupied conditions. The results report that the spatially and spectrally unoccupied averaged values for reverberation time (T30) and clarity of music (C80) of the Markanda temple are 0.98 s and 3.98 dB, and the Mrikunda temple (T30) and (C80) values are 0.73 s and 5.62 dB respectively. The values obtained for both temples are within the optimum range adopted for this study. The average subjective rating for speech intelligibility of the Markanda and the Mrikunda temples is “good”. After analyzing indicators, the results emphasize the influence of architectural features on the acoustic characteristics of the Hemadpanti style of Hindu temples.
{"title":"Acoustic Characterization of Hemadpanti-Style Hindu Temples: A Case Study of the Markanda and Mrikunda Temples","authors":"Apoorva A. Dandge, Akshay P. Patil","doi":"10.1007/s40857-024-00320-4","DOIUrl":"10.1007/s40857-024-00320-4","url":null,"abstract":"<div><p>This article presents the acoustic characterization of two well-known Hemadpanti-style Indian Hindu temples in Maharashtra, India, built during the twelfth century. The studies of architectural acoustics in Indian Hindu temples are sparse. Therefore, characterizing the acoustic nature of such historical Hindu temples is vital. This study may provide insight into the role of architectural characteristics that support the desired sound field, ensuring that the music ritual, singing of devotional songs, and Vedic chanting are suitable in Hemadpanti-style Hindu temples. The research aimed to report and investigate the acoustic behavior of the Hindu temples through in-situ measurements in an unoccupied condition. Virtual acoustic models were developed and validated using the in-situ measurements under the same conditions. Objective room acoustic indicators considered are reverberation time (T30), clarity of music (C80), and Speech Transmission Index (STI), which are later simulated and analyzed for two sound source positions in occupied conditions. The results report that the spatially and spectrally unoccupied averaged values for reverberation time (T30) and clarity of music (C80) of the Markanda temple are 0.98 s and 3.98 dB, and the Mrikunda temple (T30) and (C80) values are 0.73 s and 5.62 dB respectively. The values obtained for both temples are within the optimum range adopted for this study. The average subjective rating for speech intelligibility of the Markanda and the Mrikunda temples is “good”. After analyzing indicators, the results emphasize the influence of architectural features on the acoustic characteristics of the Hemadpanti style of Hindu temples.</p></div>","PeriodicalId":54355,"journal":{"name":"Acoustics Australia","volume":"52 2","pages":"191 - 208"},"PeriodicalIF":1.7,"publicationDate":"2024-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140934011","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-07DOI: 10.1007/s40857-024-00322-2
R. Singh, A. Mimani
This paper presents a generalized algorithm called the sub-cross-spectral matrix (SCSM) beamforming technique for the virtual augmentation of an N-channel beamforming array based on sequential computation of the cross-spectral matrix (CSM) terms for localizing stationary signal sources. To this end, first, the diagonal sub-cross-spectral matrices (SCSMs) of the N-channel array pertaining to M different spatial locations were obtained. Next, the off-diagonal SCSMs were systematically computed by directly evaluating the cross-spectral terms between some microphones placed in the array at (i{text{th}}) location ((1 le i le M)) and the remaining microphones placed in the array at (j{text{th}}) location ((j ne i, , 1 le j le M)). As a proof of concept, the SCSM beamforming was used to virtually construct a 32-channel planar Underbrink spiral array by sequentially measuring data using (left( {begin{array}{*{20}c} {32} 2 end{array} } right)) microphone pairs. The resultant 2-D beamforming map of a loudspeaker source was found to be nearly identical to the counterpart result produced when data from 32-channel simultaneous measurements were used. The SCSM technique was then extended to increase the density and aperture of a planar array by constructing a virtual 64-channel planar array from 32-channel simultaneous measurements. For the former case, the source maps were found to be identical to the counterpart results obtained from the existing geometric mean and combined CSM algorithms. However, for the latter case, the SCSM beamforming delivered a noticeably improved focal-resolution along the direction in which there was a virtual increase in aperture. For localizing loudspeaker source(s) in a 3-D domain, the SCSM beamforming implemented using two orthogonal Underbrink arrays was shown to deliver a significantly improved resolution (focal lobe) and unambiguous localization because it considers the complete CSM unlike the multiplicative beamforming and combined CSM algorithms which do not account for the phase-information between the two orthogonal arrays.
本文提出了一种名为 "子交叉谱矩阵(SCSM)波束成形技术 "的通用算法,该算法基于用于定位静止信号源的交叉谱矩阵(CSM)项的连续计算,用于对 N 信道波束成形阵列进行虚拟增强。为此,首先要获得 N 信道阵列与 M 个不同空间位置相关的对角子交叉谱矩阵(SCSM)。接下来,通过直接评估阵列中位于 (i{text{th}}) 位置 ((1le i le M))的部分麦克风与阵列中位于 (j{text{th}}) 位置 ((j ne i, , 1 le j le M))的其余麦克风之间的交叉谱项,系统地计算了非对角 SCSMs。作为概念验证,SCSM 波束成形被用于通过使用 (left( {begin{array}{*{20}c} {32} 2 end{array} } right)) 麦克风对顺序测量数据来虚拟构建一个 32 通道平面 Underbrink 螺旋阵列。结果发现,扬声器声源的二维波束成形图与使用 32 通道同步测量数据时产生的对应结果几乎相同。随后,SCSM 技术被扩展用于增加平面阵列的密度和孔径,即通过 32 通道同步测量构建一个虚拟的 64 通道平面阵列。在前一种情况下,源图与现有几何平均算法和 CSM 组合算法得到的对应结果相同。然而,在后一种情况下,SCSM 波束成形在虚拟孔径增加的方向上明显提高了焦点分辨率。在三维域中定位扬声器声源时,使用两个正交 Underbrink 阵列实现的 SCSM 波束成形可显著提高分辨率(焦叶)和定位的准确性,因为它考虑了完整的 CSM,而乘法波束成形和组合 CSM 算法则不同,它们不考虑两个正交阵列之间的相位信息。
{"title":"Virtual Augmentation of the Beamforming Array Based on a Sub-cross-spectral Matrix Computation for Localizing Stationary Signal Noise Sources","authors":"R. Singh, A. Mimani","doi":"10.1007/s40857-024-00322-2","DOIUrl":"10.1007/s40857-024-00322-2","url":null,"abstract":"<div><p>This paper presents a generalized algorithm called the sub-cross-spectral matrix (SCSM) beamforming technique for the virtual augmentation of an <i>N-</i>channel beamforming array based on sequential computation of the cross-spectral matrix (CSM) terms for localizing stationary signal sources. To this end, first, the diagonal sub-cross-spectral matrices (SCSMs) of the <i>N</i>-channel array pertaining to <i>M</i> different spatial locations were obtained. Next, the off-diagonal SCSMs were systematically computed by directly evaluating the cross-spectral terms between some microphones placed in the array at <span>(i{text{th}})</span> location <span>((1 le i le M))</span> and the remaining microphones placed in the array at <span>(j{text{th}})</span> location <span>((j ne i, , 1 le j le M))</span>. As a proof of concept, the SCSM beamforming was used to virtually construct a 32<i>-</i>channel planar Underbrink spiral array by sequentially measuring data using <span>(left( {begin{array}{*{20}c} {32} 2 end{array} } right))</span> microphone pairs. The resultant 2-D beamforming map of a loudspeaker source was found to be nearly identical to the counterpart result produced when data from 32<i>-</i>channel simultaneous measurements were used. The SCSM technique was then extended to increase the density and aperture of a planar array by constructing a virtual 64-channel planar array from 32-channel simultaneous measurements. For the former case, the source maps were found to be identical to the counterpart results obtained from the existing geometric mean and combined CSM algorithms. However, for the latter case, the SCSM beamforming delivered a noticeably improved focal-resolution along the direction in which there was a virtual increase in aperture. For localizing loudspeaker source(s) in a 3-D domain, the SCSM beamforming implemented using two orthogonal Underbrink arrays was shown to deliver a significantly improved resolution (focal lobe) and unambiguous localization because it considers the complete CSM unlike the multiplicative beamforming and combined CSM algorithms which do not account for the phase-information between the two orthogonal arrays.</p></div>","PeriodicalId":54355,"journal":{"name":"Acoustics Australia","volume":"52 2","pages":"225 - 246"},"PeriodicalIF":1.7,"publicationDate":"2024-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140881714","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The engineering implementation of the multi-channel active noise control (MCANC) system for turboprop aircraft cabin is seriously hampered by its enormous computational complexity. This paper proposes the variable-P-sequential-partial-update filtered-x least mean square (VP-SPUFxLMS) algorithm, which achieves noise reduction performance comparable to that of the multi-channel FxLMS (MCFxLMS) algorithm while significantly reducing the computational complexity. Additionally, considering the time-varying nature of the secondary paths in practical applications, the Eriksson online secondary path modeling (OSPM) method is extended from single-channel to multi-channel, the problems that may be faced when the method is applied to MCANC systems are analyzed, and an improved alternative online secondary path modeling (AOSPM) method is proposed to address the above problems, which exhibits great online modeling capabilities without introducing excessive computational load. Simulation and experiment results validate the noise control performance of the proposed method, and the ANC experiment has achieved an average reduction of more than 15 dB in the sound pressure level (SPL) of the four channels, which fully demonstrates its broad engineering application prospects.
{"title":"Multi-channel ANC System with Online Secondary Path Modeling for Turboprop Aircraft Cabin","authors":"Hao Shen, Qing Xue, Ningjuan Dong, Yixiao Chen, Xing Shen","doi":"10.1007/s40857-024-00317-z","DOIUrl":"10.1007/s40857-024-00317-z","url":null,"abstract":"<div><p>The engineering implementation of the multi-channel active noise control (MCANC) system for turboprop aircraft cabin is seriously hampered by its enormous computational complexity. This paper proposes the variable-P-sequential-partial-update filtered-x least mean square (VP-SPUFxLMS) algorithm, which achieves noise reduction performance comparable to that of the multi-channel FxLMS (MCFxLMS) algorithm while significantly reducing the computational complexity. Additionally, considering the time-varying nature of the secondary paths in practical applications, the Eriksson online secondary path modeling (OSPM) method is extended from single-channel to multi-channel, the problems that may be faced when the method is applied to MCANC systems are analyzed, and an improved alternative online secondary path modeling (AOSPM) method is proposed to address the above problems, which exhibits great online modeling capabilities without introducing excessive computational load. Simulation and experiment results validate the noise control performance of the proposed method, and the ANC experiment has achieved an average reduction of more than 15 dB in the sound pressure level (SPL) of the four channels, which fully demonstrates its broad engineering application prospects.</p></div>","PeriodicalId":54355,"journal":{"name":"Acoustics Australia","volume":"52 2","pages":"175 - 190"},"PeriodicalIF":1.7,"publicationDate":"2024-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140668100","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-22DOI: 10.1007/s40857-024-00321-3
Awwab Qasim Jumaah Althahab, Branislav Vuksanovic, Mohamed Al-Mosawi, Hongjie Ma
Intensive care unit (ICU) noise is a critical and often overlooked issue, impacting patient recovery and healthcare staff well-being. Existing research primarily relies on costly sound level meters for monitoring noise levels, where the characteristics of noise sources cannot be determined and discriminated. This study employs deep neural networks to detect and classify ICU noise events, enhancing source identification. A cost-effective internet of things-based audio recording and monitoring system has been designed and deployed in three ICUs for data collection. The acoustic event classification system described in the paper integrates convolutional neural networks for event detection, followed by clustering to isolate noise sources. Results demonstrate precise classification, with speech identified as a major contributor in all ICUs. This model offers valuable insights for characterising acoustic sources in typical ICUs, which could be the first step towards tackling the problem of excessive noise in ICUs as well as a starting point for further research in this area.
{"title":"Assessing the Acoustic Noise in Intensive Care Units via Deep Learning Technique","authors":"Awwab Qasim Jumaah Althahab, Branislav Vuksanovic, Mohamed Al-Mosawi, Hongjie Ma","doi":"10.1007/s40857-024-00321-3","DOIUrl":"10.1007/s40857-024-00321-3","url":null,"abstract":"<div><p>Intensive care unit (ICU) noise is a critical and often overlooked issue, impacting patient recovery and healthcare staff well-being. Existing research primarily relies on costly sound level meters for monitoring noise levels, where the characteristics of noise sources cannot be determined and discriminated. This study employs deep neural networks to detect and classify ICU noise events, enhancing source identification. A cost-effective internet of things-based audio recording and monitoring system has been designed and deployed in three ICUs for data collection. The acoustic event classification system described in the paper integrates convolutional neural networks for event detection, followed by clustering to isolate noise sources. Results demonstrate precise classification, with speech identified as a major contributor in all ICUs. This model offers valuable insights for characterising acoustic sources in typical ICUs, which could be the first step towards tackling the problem of excessive noise in ICUs as well as a starting point for further research in this area.</p></div>","PeriodicalId":54355,"journal":{"name":"Acoustics Australia","volume":"52 2","pages":"209 - 224"},"PeriodicalIF":1.7,"publicationDate":"2024-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140672967","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-13DOI: 10.1007/s40857-024-00318-y
Renzo Tonin
It is stated in wind farm standards that logarithmic addition and subtraction of LAF90,T sound pressure levels is “not strictly mathematically correct”. An analytical and experimental study reported in Tonin 2024 (a related article) examines the underlying accuracy of combining statistical noise levels as a general proposition, particularly the LAF90,T and the LAF10,T. The objective of that study was to explore the accuracy of combining statistical noise levels and what might influence that accuracy. The objective of this study, as foreshadowed in Tonin 2024, is to apply the results to wind farms. It was concluded in Tonin 2024 that values of D90 (being the difference between the logarithmic sum and actual values of LAF90,T) are negative in the range 0 to − 3 dB (for the cases in the study), meaning that the logarithmic sum of LAF90,T for the ambient and source sound pressure level distributions is less than the actual value of LAF90,T for the combined distribution. As a result, in deriving the wind farm noise level (as a contribution), the actual value of LAF90,T will be less than that determined by logarithmic subtraction of the individual components. In respect of the question of the underlying accuracy of combining statistical noise levels for wind farms, it is concluded that the difference between the logarithmic addition of the LAF90,T and the true value is less than 1 dB (for the cases in the study). The results are applied herein to a typical wind farm concluding that the simple energy subtraction method adopted in wind farm guidelines is conservative even allowing for the hypothesis that the fluctuation strength of wind farm noise is not invariant but increases with distance. It is also concluded that if wind farm guidelines were to assess wind farm noise on the basis of LAeq,T rather than LAF90,T then adding a value of 2.5 dB to the derived wind farm noise level LAF90,T as currently specified in the guidelines (i.e., with D90 = 0 dB) would be conservative even allowing for the hypothesis that the fluctuation strength of wind farm noise is not invariant but increases with distance.
{"title":"Combining Statistical Noise Levels and Application to Wind Farm Guidelines","authors":"Renzo Tonin","doi":"10.1007/s40857-024-00318-y","DOIUrl":"10.1007/s40857-024-00318-y","url":null,"abstract":"<div><p>It is stated in wind farm standards that logarithmic addition and subtraction of <i>L</i><sub>AF90<i>,T</i></sub> sound pressure levels is “not strictly mathematically correct”. An analytical and experimental study reported in Tonin 2024 (a related article) examines the underlying accuracy of combining statistical noise levels as a general proposition, particularly the <i>L</i><sub>AF90,<i>T</i></sub> and the <i>L</i><sub>AF10,<i>T</i></sub>. The objective of that study was to explore the accuracy of combining statistical noise levels and what might influence that accuracy. The objective of this study, as foreshadowed in Tonin 2024, is to apply the results to wind farms. It was concluded in Tonin 2024 that values of <i>D</i><sub>90</sub> (being the difference between the logarithmic sum and actual values of <i>L</i><sub>AF90,<i>T</i></sub>) are negative in the range 0 to − 3 dB (for the cases in the study), meaning that the logarithmic sum of <i>L</i><sub>AF90,<i>T</i></sub> for the ambient and source sound pressure level distributions is less than the actual value of <i>L</i><sub>AF90,<i>T</i></sub> for the combined distribution. As a result, in deriving the wind farm noise level (as a contribution), the actual value of <i>L</i><sub>AF90,<i>T</i></sub> will be less than that determined by logarithmic subtraction of the individual components. In respect of the question of the underlying accuracy of combining statistical noise levels for wind farms, it is concluded that the difference between the logarithmic addition of the <i>L</i><sub>AF90,<i>T</i></sub> and the true value is less than 1 dB (for the cases in the study). The results are applied herein to a typical wind farm concluding that the simple energy subtraction method adopted in wind farm guidelines is conservative even allowing for the hypothesis that the fluctuation strength of wind farm noise is not invariant but increases with distance. It is also concluded that if wind farm guidelines were to assess wind farm noise on the basis of <i>L</i><sub>Aeq,<i>T</i></sub> rather than <i>L</i><sub>AF90,<i>T</i></sub> then adding a value of 2.5 dB to the derived wind farm noise level <i>L</i><sub>AF90,<i>T</i></sub> as currently specified in the guidelines (i.e., with <i>D</i><sub>90</sub> = 0 dB) would be conservative even allowing for the hypothesis that the fluctuation strength of wind farm noise is not invariant but increases with distance.</p></div>","PeriodicalId":54355,"journal":{"name":"Acoustics Australia","volume":"52 2","pages":"263 - 272"},"PeriodicalIF":1.7,"publicationDate":"2024-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140598488","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}