Title :
Seismic signal enhancement through statistical (Wiener) approach
Author :
Thandan Babu Naik, R. Naik ; Srinagesh, D. ; Raghavan, R.V. ; Satyanarayana, H. S V ; Shashidhar, D.
Author_Institution :
Nat. Geophys. Res. Inst., Hyderabad, India
Abstract :
This paper addresses the problem of improved earthquake parameter estimation of seismic signal in the presence of seismic noise recorded by digital seismic recorder. A novel algorithm is investigated in two stages. First, the noisy earthquake signal power spectrum is estimated and the second step is to eliminate the estimated noise from the observed signal by spectral subtraction or Wiener filtering. This algorithm preserves the earthquake signal information and gives accurate earthquake parameters after enhancement process.
Keywords :
Wiener filters; parameter estimation; seismic waves; seismometers; Wiener filtering; digital seismic recorder; earthquake parameter estimation; earthquake signal information; seismic noise; seismic signal enhancement; spectral subtraction; statistical approach; Additive noise; Earthquakes; Frequency; Instruments; Low-frequency noise; Noise cancellation; Noise figure; Signal processing; Signal to noise ratio; Wiener filter;
Conference_Titel :
Multimedia, Signal Processing and Communication Technologies, 2009. IMPACT '09. International
Conference_Location :
Aligarh
Print_ISBN :
978-1-4244-3602-6
Electronic_ISBN :
978-1-4244-3604-0
DOI :
10.1109/MSPCT.2009.5164160