研究目的
To design, build, and test a second-generation underwater acoustic ambient noise imaging camera (ROMANIS) for ambient noise imaging potential in Singapore waters, addressing limitations of previous systems and exploring novel applications.
研究成果
ROMANIS, a compact 2-D digital acoustic array, was successfully developed for ANI applications in shallow waters, demonstrating higher range and resolution performances than any previously demonstrated ANI system. The implementation of GPU beamformer and image processing algorithms enabled real-time image generation. The system also showed potential for other underwater applications beyond ANI.
研究不足
The system's performance is limited by the ambient noise levels and the computational power required for real-time processing. The design was initially constrained by the technology available, leading to reliability problems in early versions.
1:Experimental Design and Method Selection:
Designed a 2-D broadband acoustic array with 508 sensors for ambient noise imaging, utilizing sensors larger than half-wavelength for directionality and good beamforming performance.
2:Sample Selection and Data Sources:
Conducted experiments in Singapore waters to test the system's imaging capabilities.
3:List of Experimental Equipment and Materials:
Used EC-97 ceramic tiles from EDO Ceramics Corporation, a dry-coupled neoprene cover for encapsulation, and a data acquisition system with eight single-board computers.
4:Experimental Procedures and Operational Workflow:
Deployed the ROMANIS system in the field, adjusted gains based on ambient noise levels, and performed real-time beamforming using GPU.
5:Data Analysis Methods:
Applied novel algorithms for high-quality acoustic images and videos, including fractional low order moments and fractile estimators for imaging.
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