Time Localised Band Filtering Using Modified S-Transform

被引:19
作者
George, Nithin V. [1 ]
Sahu, Sitanshu Sekhar [1 ]
Mansinha, L. [2 ]
Tiampo, K. F. [2 ]
Panda, G. [1 ]
机构
[1] Natl Inst Technol, Dept Elect & Commun Engn, Rourkela 769008, India
[2] Univ Western Ontario, Dept Earth Sci, London, ON N6A 3K7, Canada
来源
PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING SYSTEMS | 2009年
基金
加拿大自然科学与工程研究理事会;
关键词
FREQUENCY; SIGNALS;
D O I
10.1109/ICSPS.2009.63
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A noisy time series, with both signal and noise varying in frequency and in time, presents special challenges for improving the signal to noise ratio. A modified S-transform time-frequency representation is used to filter a synthetic time series in a two step filtering process. The filter method appears robust within a wide range of background noise levels.
引用
收藏
页码:42 / +
页数:2
相关论文
共 9 条
[1]   IMAGE-ANALYSIS USING MATHEMATICAL MORPHOLOGY [J].
HARALICK, RM ;
STERNBERG, SR ;
ZHUANG, XH .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1987, 9 (04) :532-550
[2]   A novel application of the S-transform in removing powerline interference from biomedical signals [J].
Huang, Chien-Chun ;
Liang, Sheng-Fu ;
Young, Ming-Shing ;
Shaw, Fu-Zen .
PHYSIOLOGICAL MEASUREMENT, 2009, 30 (01) :13-27
[3]  
MANSINHA L, 1997, PHYSICA A, V239
[4]   Decomposition of gear vibration signals by the generalised S transform [J].
McFadden, PD ;
Cook, JG ;
Forster, LM .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 1999, 13 (05) :691-707
[5]   Time-frequency and time-time filtering with the S-transform and TT-transform [J].
Pinnegar, CR .
DIGITAL SIGNAL PROCESSING, 2005, 15 (06) :604-620
[6]   The S-transform with windows of arbitrary and varying shape [J].
Pinnegar, CR ;
Mansinha, L .
GEOPHYSICS, 2003, 68 (01) :381-385
[7]   Power transformer protection using S-transform with complex window and pattern recognition approach [J].
Samantaray, S. R. ;
Panigrahi, B. K. ;
Dash, P. K. ;
Panda, G. .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2007, 1 (02) :278-286
[8]   The inverse S-transform in filters with time-frequency localization [J].
Schimmel, M ;
Gallart, J .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2005, 53 (11) :4417-4422
[9]  
Stockwell RG, 1996, IEEE T SIGNAL PROCES, V44, P998, DOI 10.1109/78.492555