Modeling Buried Target Acoustic Response by Component
MR-2324
Objective
Automated detection and identification of abandoned munitions through sonar interrogation requires that system algorithms be robust enough for a wide variety of environmental and target conditions. Empirical tests are a crucial part of the verification of robustness, but even more basic is a physically-justified design of the algorithm and feature selection. The researchers are developing a finite element (FE) approach to aid in such an incorporation of the target physics; this SERDP Exploratory Development (SEED) project will focus on using FE simulations to characterize the effects of target burial state on coupling surfaces and wave travel in the sediment and target itself. This research will provide validity for further development of individual physics component modeling.
Technical Approach
Automated acoustic interrogation of seabeds for identification of abandoned munitions will enable the application of mature sensor technology to the vast data throughput necessary in practical application. However, unmanned systems in particular require high confidence in system robustness, and this has not been achieved to date given the limited physical motivation even for algorithms which currently perform well in limited tests. FE modeling of munitions has allowed high-fidelity prediction of scattered acoustic returns from sources too complex to analyze using empirical models. The researchers’ laboratory has been focused on developing specific FE techniques not just to predict responses but to isolate the effects of individual physical mechanisms contributing to the response. The researchers can illuminate the effects of specific interior structure on the received signal. Because complex target responses are broken down into individual components in this approach, it is more straightforward to understand the environmental effects on such components than on the complete return. In this project, the researchers will investigate the effects of burial state (amount and material) on these individual components and use the results to predict the complete response and allow a physically justifiable assessment of the robustness of features which are being used or proposed for automated munitions identification.
The researchers utilize a variety of techniques to isolate particular components of a predicted return as opposed to simulating the complex total return. Addition of wave-absorbing regions allows the researchers to remove certain fluid-borne return components. Alteration of target elasticity makes it possible to isolate specular components. Limiting the support region for the incoming wave allows identification of key coupling regions for the interrogating waveform. Most importantly for identifying the importance of target interior structure, the incident wave can be reduced to its effects as a fluid loading in specific regions of the target.
The researchers will use these techniques to characterize the effects of burial state on target physics for key components of observed signatures. This proof-of-concept study will identify the key mechanisms contributing to the response for a munition-like target, simulate the effects at different burial states, and predict and verify the changes in the resulting features as a function of burial state.
Benefits
Even for existing munitions detection systems, which have exhibited promise in the laboratory or in field testing, the relevance of the internal target structures to the received signature (and hence to the choice of detection algorithm feature sets) is largely abstract and based on intuition; systems are treated as black boxes whose robustness can only be estimated empirically.
This research will give customers and program managers guidance on the limits of a particular system's robustness and provide researchers with a path for improved future algorithm performance. (Anticipated Project Completion - 2014)
Points of Contact
Principal Investigator
Mr. Lane Owsley
University of Washington
Phone: 206-685-3592
Fax: 206-543-6785
Document Types
- Fact Sheet - Brief project summary with links to related documents and points of contact.
- Final Report - Comprehensive report for every completed SERDP and ESTCP project that contains all technical results.
- Cost & Performance Report - Overview of ESTCP demonstration activities, results, and conclusions, standardized to facilitate implementation decisions.
- Technical Report - Additional interim reports, laboratory reports, demonstration reports, and technology survey reports.
- Guidance - Instructional information on technical topics such as protocols and user’s guides.
- Workshop Report - Summary of workshop discussion and findings.
- Multimedia - On demand videos, animations, and webcasts highlighting featured initiatives or technologies.
- Model/Software - Computer programs and applications available for download.
- Database - Digitally organized collection of data available to search and access.
