单声波贝叶斯匹配场地声学逆变)
Yongsung Park1, Thomas Kropfreiter2, Florian Meyer3
1Applied Ocean Physics and Engineering, Woods Hole Oceanographic Institution, Woods Hole, Massachusetts 02540, USA.
贝叶斯式地声逆转使用单个水声机准确地估计了诸如源位置和沉积物特性等参数. 这种方法在快速部署和资源有限的情况下是有效的.
科学领域:
- 海洋声学 海洋声学
- 地质物理的反转.
- 信号处理 信号处理
背景情况:
- 传统的地球声学倒置通常需要多个水电话.
- 对于复杂的反转来说,后位分布的有效计算至关重要.
- 在特定的运行场景中,单一声系统提供了优势.
研究的目的:
- 通过使用单个水声机的数据,呈现贝叶斯匹配场地声学逆转结果.
- 为了展示一个适应性大都会-哈斯廷斯采样策略,以实现高效的后置计算.
- 用实验数据验证方法的准确性.
主要方法:
- 贝叶斯匹配场地声学逆转.
- 适应性大都会-哈斯廷斯采样,用于高效的后部分布计算.
- 适用于2006年浅水实验数据集,使用两个宽带声源.
主要成果:
- 准确估计关键的地声学参数:源范围,源深,水深和沉积物压缩声速.
- 在实验数据上成功应用单声逆转技术.
- 证明适应性抽样策略的效率.
结论:
- 贝叶斯单声地声逆转提供了准确的参数估计.
- 该方法在资源有限或快速部署场景中特别有用.
- 这种方法提高了在具有挑战性的环境中声学倒置的可行性.
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