2D Forward Looking Sonar Simulation with Ground Echo Modeling
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Abstract (arXiv)
Imaging sonar produces clear images in underwater environments, independent of water turbidity and lighting conditions. The next generation 2D forward looking sonars are compact in size and able to generate high-resolution images which facilitate underwater robotics research. Considering the difficulties and expenses of implementing experiments in underwater environments, tremendous work has been focused on sonar image simulation. However, sonar artifacts like multi-path reflection were not sufficiently discussed, which cannot be ignored in water tank environments. In this paper, we focus on the influence of echoes from the flat ground. We propose a method to simulate the ground echo effect physically in acoustic images. We model the multi-bounce situations using the single-bounce framework for computation efficiency. We compare the real image captured in the water tank with the synthetic images to validate the proposed methods.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 17 Apr 2023.
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Citing papers per year: 2024: 1; 2025: 1; 2026: 2.
4 papers.
- 2025SonarSplat: Novel View Synthesis of Imaging Sonar via Gaussian Splattingcited by 5
- 2024Object Modeling from Underwater Forward-Scan Sonar Imagery with Sea-Surface Multipathcited by 0
- 2026Single View Seafloor Recovery from Imaging Sonar via Differentiable Renderingcited by 0
- 2026One Model, Two Worlds: Bidirectional Sonar-Optical Translationcited by 0
- 2026One Model, Two Worlds: Bidirectional Sonar-Optical Translation5 Sep 2026
- 2026Single View Seafloor Recovery from Imaging Sonar via Differentiable Rendering22 May 2026
- 2025SonarSplat: Novel View Synthesis of Imaging Sonar via Gaussian Splatting31 Mar 2025
- 2024Object Modeling from Underwater Forward-Scan Sonar Imagery with Sea-Surface Multipath10 Sep 2024