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A phase regulated back wave propagation technique for geoacoustic inversion
Reza M Dizaji1, N Ross Chapman, R Lynn Kirlin
1Electrical and Computer Engineering Department, University of Victoria, British Columbia, Canada.
The Journal of the Acoustical Society of America
|February 28, 2002
Summary
This study introduces a back wave propagation (BWP) method for estimating geoacoustic parameters using acoustic data. A phase-regulation technique enhances sensitivity and spatial resolution, improving inversion accuracy for underwater environments.
Area of Science:
- Oceanography
- Acoustics
- Geophysics
Background:
- Accurate estimation of geoacoustic parameters is crucial for underwater acoustic modeling.
- Traditional inversion methods can struggle with low-sensitivity parameters and noisy data.
Purpose of the Study:
- To develop an inversion method for geoacoustic parameter estimation using back wave propagation (BWP).
- To enhance the sensitivity and spatial resolution of the BWP method through phase regulation.
- To address the impact of additive noise on the inversion process.
Main Methods:
- Implementation of a back wave propagation (BWP) algorithm for geoacoustic inversion.
- Introduction of a phase-regulation technique to boost sensitivity to low-sensitivity geoacoustic parameters.
- Development of a spatial variance criterion based on signal energy distribution for inversion guidance.
- Application of a multistep search process to simplify inversion complexity.
Main Results:
- The phase-regulation technique theoretically increases method sensitivity by a factor alpha.
- Increased alpha values improve the spatial resolution of signal energy concentration by BWP.
- A novel inversion criterion based on spatial energy distribution proves effective.
- Successful inversion results obtained from both simulated and experimental data.
Conclusions:
- The proposed BWP method with phase regulation offers an effective approach for geoacoustic parameter estimation.
- The spatial variance criterion provides a robust method for guiding the inversion process.
- The technique is validated with real-world data from a shallow water experiment.