噪声与振动控制Issue(6)：117-120,130,5.DOI:10.3969/j.issn.1006-1335.2014.06.026
基于非负矩阵分解的机场噪声监测点优化布局
Optimal Locating Method for the Layout of Airport Noise Monitoring Sites Based on Non-negative Matrix Factorization
李永华 1唐先超2
作者信息
- 1. 中国民航大学 计算机科学与技术学院，天津 300300
- 2. 天津大学 计算机科学与技术学院，天津 300072
- 折叠
摘要
Abstract
With the rapid development of domestic civil aviation in recent years, noise pollution of airports is becoming a serious problem. Thus, strengthening the noise monitoring in the airport vicinity is very important for airport construction and environmental evaluation. Aiming at the monitoring of airport noise pollution, an optimization method based on non-negative matrix factorization (NMF) is put forward to optimize the layout of the noise monitoring sites. In this method, large number of the grid nodes is employed as the candidate monitoring points, and the non-negative matrix composed of the noise values from single flight event at the candidate monitoring points is formed. Then, the non-negative matrix is factorized to obtain the effective subdivision of noise. Furthermore, the location and number of the noise monitoring sites are determined by the representative central point of the effective subdivisions. It is shown that this method needs fewer monitoring locating sites and can get better results than the greedy algorithm.关键词
声学/机场噪声/非负矩阵分解/监测点布局/区域划分Key words
acoustics/airport noise/NMF/location of monitoring sites/region division分类
资源环境引用本文复制引用
李永华,唐先超..基于非负矩阵分解的机场噪声监测点优化布局[J].噪声与振动控制,2014,(6):117-120,130,5.
