Study on the Time-frequency Analysis of the Micro Seismic Signal Based on the Window Width Optimized Generalized S-Transform

被引:0
|
作者
Yang, Ning [1 ]
Chen, Ting [2 ]
Ren, Xu [1 ]
机构
[1] Southwest Univ Sci & Technol, Mianyang 621010, Peoples R China
[2] SWUFE, TianFu Coll, Mianyang 621010, Peoples R China
关键词
micro seismic; Time-frequency analysis; Generalized S-Transform; Time window optimization; Signal enhancement;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, the window width optimized ST (S-Transform) is introduced into the analysis of micro seismic signal, owing to the good time window adaptability and time-frequency resolution, it can provide high-quality time domain and frequency domain information to identify and analyze various vibration signals. This time-frequency analysis method is used in Lugu Iron Mine Roadway micro seismic signal processing in this study, and compared with conventional Short-Time Fourier transform. The result shows that the ST method's time-frequency spectrum features are clearer; also the quantitative values of all kinds of signal values are more accurate. It proposed a new idea for automatic identification and analysis of micro seismic signals in mine.(1)
引用
收藏
页码:246 / 252
页数:7
相关论文
共 50 条
  • [21] A frequency-based window width optimized two-dimensional S-Transform profilometry
    Zhong, Min
    Chen, Feng
    Xiao, Chao
    OPTICS COMMUNICATIONS, 2017, 402 : 1 - 8
  • [22] S-transform based on analytic discrete cosine transform for time-frequency analysis
    Roopa, S.
    Narasimhan, S. V.
    SIGNAL PROCESSING, 2014, 105 : 207 - 215
  • [23] An improved time-frequency analysis method for structural instantaneous frequency identification based on generalized S-transform and synchroextracting transform
    Yuan, Ping-Ping
    Zhang, Jian
    Feng, Jia-Qi
    Wang, Hang-Hang
    Ren, Wei-Xin
    Wang, Chao
    ENGINEERING STRUCTURES, 2022, 252
  • [24] The Synchrosqueezing Algorithm Based on Generalized S-transform for High-Precision Time-Frequency Analysis
    Chen, Hui
    Lu, Lingqi
    Xu, Dan
    Kang, Jiaxing
    Chen, Xuping
    APPLIED SCIENCES-BASEL, 2017, 7 (08): : 769
  • [25] Analysis and design of modified window shapes for S-transform to improve time-frequency localization
    Ma, Jianping
    Jiang, Jin
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2015, 58-59 : 271 - 284
  • [26] An Adaptive Generalized S-Transform Algorithm for Seismic Signal Analysis
    Jiang, Li
    Shang, Wenqing
    Jiao, Yudong
    Xiang, Shizhao
    IEEE Access, 2022, 10 : 127863 - 127870
  • [27] An Adaptive Generalized S-Transform Algorithm for Seismic Signal Analysis
    Jiang, Li
    Shang, Wenqing
    Jiao, Yudong
    Xiang, Shizhao
    IEEE ACCESS, 2022, 10 : 127863 - 127870
  • [28] A method of EEG time-frequency analysis based on the improved S-transform
    Zhang, Shaobai
    Huang, Dandan
    Journal of Computational Information Systems, 2014, 10 (01): : 145 - 151
  • [29] APPLICATION OF MULTI-SYNCHROSQUEEZED GENARALIZED S-TRANSFORM IN SEISMIC TIME-FREQUENCY ANALYSIS
    Wang, Qian
    Yang, Xuehua
    Tang, Bo
    Liu, Naihao
    Gao, Jinghuai
    JOURNAL OF SEISMIC EXPLORATION, 2023, 32 (01): : 39 - 49
  • [30] Time-Frequency Analysis of Vascular Dementia EEG Signals using Generalized S-transform
    Sheng, Hengsong
    Xu, Jin
    Zheng, Chongxun
    2010 4TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING (ICBBE 2010), 2010,