Monitoring System of Environment Noise and Pattern Recognition

Q4 Economics, Econometrics and Finance International Journal of Energy, Environment and Economics Pub Date : 2021-03-24 DOI:10.46300/91012.2021.15.2
L. S. Fernández, L. A. S. Pérez, José Juan Carbajal Hernández
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引用次数: 5

Abstract

This paper presents an overview of the wireless monitoring system of environment noise, placed throughout Historical Centre of México City which represents an attractive technological innovation. It takes permanent measurements of noise levels and stream the data back to the main monitoring station every five minutes and the measurements of noise produced during the take-off in a location of the International Airport. The data acquisition is made at 25 KHz at 24 bits resolution. This work allows analyzing the urban noise level and its frequency range. Additionally, a computational model for aircraft recognition using take-off noise spectral features is analyzed based on other previous results. Eight aircraft categories with all signals acquired in real environments are used. The model has an identification level between 65 and 70% of success. These spectral features are used to allow comparison with other aircraft recognition methods using speech processing techniques in real environments. This system type helps to foresee potential effects to health of environment noise. Keywords—noise, aircraft, pattern, recognition, monitoring.
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环境噪声监测系统与模式识别
本文介绍了环境噪声无线监测系统的概况,该系统放置在莫姆西莫西市历史中心,是一项有吸引力的技术创新。它对噪音水平进行永久性测量,每五分钟将数据传回主监测站,并对国际机场某一地点起飞时产生的噪音进行测量。数据采集是在25千赫24位分辨率。这项工作允许分析城市噪声水平及其频率范围。此外,在前人研究成果的基础上,分析了基于起飞噪声谱特征的飞机识别计算模型。使用了八种飞机类别,所有信号都是在真实环境中获得的。该模型的识别水平在65%到70%之间。这些频谱特征用于允许在真实环境中使用语音处理技术与其他飞机识别方法进行比较。这种系统类型有助于预测环境噪声对健康的潜在影响。关键词:噪声,飞机,模式,识别,监测。
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来源期刊
International Journal of Energy, Environment and Economics
International Journal of Energy, Environment and Economics Economics, Econometrics and Finance-Economics, Econometrics and Finance (all)
CiteScore
1.10
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期刊介绍: International Journal of Energy, Environment, and Economics publishes original research papers that shed light on the interaction between the utilization of energy and the environment, as well as the economic aspects involved with this utilization. The Journal is a vehicle for an international exchange and dissemination of ideas in the multidisciplinary field of energy-environment-economics between research scientists, engineers, economists, policy makers, and others concerned about these issues. The emphasis will be placed on original work, either in the area of scientific or engineering development, or in the area of technological, environmental, economic, or social feasibility. Shorter communications are also invited. The Journal will carry reviews on important issues, which may be invited by the Editors or submitted in the normal way.
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