Skip to main content

2018 | OriginalPaper | Buchkapitel

Frequency Estimation Using Minimum Norm Algorithm on Seismic Data

verfasst von : Ch. Namitha, V. Uma Mahesh, M. Anusha, S. Koteswara Rao, T. Vaishnavi Chandra

Erschienen in: Microelectronics, Electromagnetics and Telecommunications

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Seismic signals are generally produced due to disturbances in the earth or an explosion that propagate through earth layers. The signal-to-noise ratio is very low for the generated signal. In order to increase its SNR and reduce the noise, various preprocessing techniques using FIR-based bandpass filter are considered. Minimum norm algorithm is implemented in the frequency domain to analyse the spectrum of the seismic signal in addition to analyse the tonals of the signal.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Naihao Liu, Jinghuai Gao, Xiudi Jiang, “Seismic Time–Frequency Analysis via STFT-Based Concentration of Frequency and Time”, IEEE Geoscience and Remote Sensing Letters, Volume: 14, Issue: 1, IEEE, 9 December 2016, p.p. 127 – 131. Naihao Liu, Jinghuai Gao, Xiudi Jiang, “Seismic Time–Frequency Analysis via STFT-Based Concentration of Frequency and Time”, IEEE Geoscience and Remote Sensing Letters, Volume: 14, Issue: 1, IEEE, 9 December 2016, p.p. 127 – 131.
2.
Zurück zum Zitat Dr. N. Purnachandra Rao, “Earthquakes”, Amaravathi Popular Science Series. Dr. N. Purnachandra Rao, “Earthquakes”, Amaravathi Popular Science Series.
3.
Zurück zum Zitat Zhong-lai Huang, Jianzhong Zhang, Tie-hu Zhao, “Synchrosqueezing S-Transform and Its Application in Seismic Spectral Decomposition”, IEEE Transactions on Geoscience and Remote Sensing, Volume: 54, Issue: 2, 28 August 2015, p.p. 817–825. Zhong-lai Huang, Jianzhong Zhang, Tie-hu Zhao, “Synchrosqueezing S-Transform and Its Application in Seismic Spectral Decomposition”, IEEE Transactions on Geoscience and Remote Sensing, Volume: 54, Issue: 2, 28 August 2015, p.p. 817–825.
4.
Zurück zum Zitat Yan Zhao, Yang Liu, Xuxuan Li, Nansen Jiang, “Time–frequency domain SNR estimation and its application in seismic data processing”, Journal of Applied Geophysics, Volume 107, August 2014, p.p. 25–35. Yan Zhao, Yang Liu, Xuxuan Li, Nansen Jiang, “Time–frequency domain SNR estimation and its application in seismic data processing”, Journal of Applied Geophysics, Volume 107, August 2014, p.p. 25–35.
5.
Zurück zum Zitat Wei Liu, Siyuan Cao, Yangkang Chen. “Seismic Time–Frequency Analysis via Empirical Wavelet Transform”, IEEE Geoscience and Remote Sensing Letters, Volume: 13, Issue: 1, 06 November 2015, p.p. 28–32. Wei Liu, Siyuan Cao, Yangkang Chen. “Seismic Time–Frequency Analysis via Empirical Wavelet Transform”, IEEE Geoscience and Remote Sensing Letters, Volume: 13, Issue: 1, 06 November 2015, p.p. 28–32.
6.
Zurück zum Zitat Yangkang Chen, Zhaoyu Jin, “Simultaneously Removing Noise and Increasing Resolution of Seismic Data Using Waveform Shaping”, IEEE Geoscience and Remote Sensing Letters, Volume: 13, Issue: 1, January 2016, pp. 102–104. Yangkang Chen, Zhaoyu Jin, “Simultaneously Removing Noise and Increasing Resolution of Seismic Data Using Waveform Shaping”, IEEE Geoscience and Remote Sensing Letters, Volume: 13, Issue: 1, January 2016, pp. 102–104.
7.
Zurück zum Zitat G. Manolakis and Vinay K. Ingle, “Statistical and Adaptive Signal Processing”, Mc Graw-Hill, 2000. G. Manolakis and Vinay K. Ingle, “Statistical and Adaptive Signal Processing”, Mc Graw-Hill, 2000.
8.
Zurück zum Zitat Shibin Wang, Xuefeng Chen, Chaowei Tong, Zhibin Zhao, “Matching Synchrosqueezing Wavelet Transform and Application to Aero engine Vibration Monitoring”, IEEE Transactions on Instrumentation and Measurement, Volume: 66, Issue: 2, IEEE, 2 December 2016, p.p. 360–3. Shibin Wang, Xuefeng Chen, Chaowei Tong, Zhibin Zhao, “Matching Synchrosqueezing Wavelet Transform and Application to Aero engine Vibration Monitoring”, IEEE Transactions on Instrumentation and Measurement, Volume: 66, Issue: 2, IEEE, 2 December 2016, p.p. 360–3.
9.
Zurück zum Zitat Athanasio Papoulis, “Probability, random variables and Stochastic Processes”, Third Edition. Athanasio Papoulis, “Probability, random variables and Stochastic Processes”, Third Edition.
10.
Zurück zum Zitat Dr. S. Koteswara Rao, K. Bramaramba, Dr. K. Raja Rajeswari, “Performance evaluation of noise subspace methods of frequency estimation techniques”, Springer (2012). Dr. S. Koteswara Rao, K. Bramaramba, Dr. K. Raja Rajeswari, “Performance evaluation of noise subspace methods of frequency estimation techniques”, Springer (2012).
11.
Zurück zum Zitat S. Koteswara Rao, “Application of MUSIC algorithm to power quality analysis: detecting interharmonic components”, DMIAPR-2011. S. Koteswara Rao, “Application of MUSIC algorithm to power quality analysis: detecting interharmonic components”, DMIAPR-2011.
12.
Zurück zum Zitat S. Koteswara Rao, “Minimum-Norm with an application of estimation of bearing angles passive under water multi target scenario”, Proceedings of ICISIP-2005, pp. 371–373. S. Koteswara Rao, “Minimum-Norm with an application of estimation of bearing angles passive under water multi target scenario”, Proceedings of ICISIP-2005, pp. 371–373.
13.
Zurück zum Zitat PetreStoice and Randolph Moses, “Spectral Analysis of Signals”, Prentice Hall, Inc., 2005. PetreStoice and Randolph Moses, “Spectral Analysis of Signals”, Prentice Hall, Inc., 2005.
14.
Zurück zum Zitat Monson Hayes, “Statistical Digital Signal Processing and Modelling”, John Wiley & Sons, INC. Monson Hayes, “Statistical Digital Signal Processing and Modelling”, John Wiley & Sons, INC.
15.
Zurück zum Zitat Wail A. Mousa, Abdullatif A. Al-Shuhail, “Processing of Seismic Reflection data using Matlab”, Synthesis Lectures and Signal Processing. Morgon & Claypool Publishers. Wail A. Mousa, Abdullatif A. Al-Shuhail, “Processing of Seismic Reflection data using Matlab”, Synthesis Lectures and Signal Processing. Morgon & Claypool Publishers.
16.
Zurück zum Zitat Sanjit K. Mitra, “Digital Signal Processing a computer based approach”, Second Edition, McGraw-Hill publications. Sanjit K. Mitra, “Digital Signal Processing a computer based approach”, Second Edition, McGraw-Hill publications.
Metadaten
Titel
Frequency Estimation Using Minimum Norm Algorithm on Seismic Data
verfasst von
Ch. Namitha
V. Uma Mahesh
M. Anusha
S. Koteswara Rao
T. Vaishnavi Chandra
Copyright-Jahr
2018
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-7329-8_16

Neuer Inhalt