水声被动定位中的机器学习方法研究进展综述.
牛海强， 李整林， 王海斌… - Journal of Signal …, 2019 - search.ebscohost.com
本文对基于机器学习方法的水声被动定位研究进展进行了综述. 所涉及的机器学习方法有多层
感知机(前馈神经网络), 支持向量机, 随机森林及以卷积网络层和全连接层为主要组成单元的深度 …
感知机(前馈神经网络), 支持向量机, 随机森林及以卷积网络层和全连接层为主要组成单元的深度 …
一种利用两阶段学习模型的水下阵列定位方法.
张宇， 江鹏， 郭文飞， 张丹… - Geomatics & Information …, 2021 - search.ebscohost.com
水下声学(underwater acoustic, UWA) 阵列信号处理是常见的水下定位方式之一.
针对噪声影响定位精度的问题, 提出一种利用两阶段学习模型的定位方法. 首先 …
针对噪声影响定位精度的问题, 提出一种利用两阶段学习模型的定位方法. 首先 …
Towards robust data-driven underwater acoustic localization: A deep cnn solution with performance guarantees for model mismatch
Key challenges in developing underwater acoustic localization methods are related to the
combined effects of high reverberation in intricate environments. To address such …
combined effects of high reverberation in intricate environments. To address such …
Multi-Modal Signal Analysis for Underwater Acoustic Sound Processing
Acoustic sound source localization in a shallow water environment is an impactful area of
research for environmental and marine-life monitoring. Most available sound source …
research for environmental and marine-life monitoring. Most available sound source …
Underwater Localization in a Confined Space Using Acoustic Positioning and Machine Learning
A Horri - 2020 - search.proquest.com
Localization is a critical step in any navigation system. Through localization, the vehicle can
estimate its position in the surrounding environment and plan how to reach its goal without …
estimate its position in the surrounding environment and plan how to reach its goal without …
水下传感网络的低复杂度APIT 算法及OPNET 仿真实现
许佳慧， 陈柯宇， 程恩 - 系统仿真学报, 2020 - china-simulation.com
由于水声传感网络具有能量的局限性, 所以低复杂度的定位算法更适用于水声传感网络.
传统的APIT 算法能够以较少的控制开销获得较好的定位精度, 有利于水下传感网络定位的实现 …
传统的APIT 算法能够以较少的控制开销获得较好的定位精度, 有利于水下传感网络定位的实现 …
Source localization in underwater waveguides using machine learning
H Niu, P Gerstoft - Journal of the Acoustical Society of America, 2016 - pubs.aip.org
The problem of underwater acoustic source localization is solved using an artificial neural
network (ANN) under the machine learning framework. Source localization in a waveguide …
network (ANN) under the machine learning framework. Source localization in a waveguide …
Dynamic-Structured Reservoir Spiking Neural Network in Sound Localization
Sound source localization is a critical problem in various fields, including communication,
security, and entertainment. Binaural cues are a natural technique used by mammalian ears …
security, and entertainment. Binaural cues are a natural technique used by mammalian ears …