Asynchronous localization of dynamic node through underwater acoustic sensor networks

IF 3.4 2区 物理与天体物理 Q1 ACOUSTICS
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Abstract

In most cases, the operation of underwater acoustic sensor networks (UASNs) relies on accurate sensor location information. However, UASNs present more challenges than terrestrial sensor networks, such as the propagation speed variation with depth (i.e., stratification effect), asynchronous clock, node mobility, etc. In this paper, an efficient method of asynchronous localization is proposed by taking into account the stratification effect and node mobility. Firstly, a network is constructed that consists of surface buoys, AUVs, and target sensors. Secondly, an iterative least squares (LS) method is developed to locate AUV by establishing the relationship between propagation delay and location estimation. Thirdly, the passive mobility velocity of AUV is used to develop and solve the mobility model of the target sensors. Then, with the support of AUV, an asynchronous localization method is developed to estimate the target position, which improves the localization accuracy through motion and stratification compensation strategies. Moreover, the proposed method is validated through Cramer Rao lower bound (CRLB) analysis. Finally, simulation is performed to show that the proposed method is more efficient in reducing the estimation errors.

通过水下声学传感器网络对动态节点进行异步定位
在大多数情况下,水下声学传感器网络(UASN)的运行依赖于准确的传感器位置信息。然而,与陆地传感器网络相比,水下声学传感器网络面临更多挑战,如传播速度随深度变化(即分层效应)、异步时钟、节点移动性等。本文考虑了分层效应和节点移动性,提出了一种高效的异步定位方法。首先,构建一个由水面浮标、自动潜航器和目标传感器组成的网络。其次,通过建立传播延迟与位置估计之间的关系,开发了一种迭代最小二乘法(LS)来确定 AUV 的位置。第三,利用 AUV 的被动移动速度建立并求解目标传感器的移动模型。然后,在 AUV 的支持下,开发了一种异步定位方法来估计目标位置,该方法通过运动和分层补偿策略提高了定位精度。此外,还通过 Cramer Rao 下界(CRLB)分析验证了所提出的方法。最后,仿真结果表明,所提出的方法能更有效地减少估计误差。
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来源期刊
Applied Acoustics
Applied Acoustics 物理-声学
CiteScore
7.40
自引率
11.80%
发文量
618
审稿时长
7.5 months
期刊介绍: Since its launch in 1968, Applied Acoustics has been publishing high quality research papers providing state-of-the-art coverage of research findings for engineers and scientists involved in applications of acoustics in the widest sense. Applied Acoustics looks not only at recent developments in the understanding of acoustics but also at ways of exploiting that understanding. The Journal aims to encourage the exchange of practical experience through publication and in so doing creates a fund of technological information that can be used for solving related problems. The presentation of information in graphical or tabular form is especially encouraged. If a report of a mathematical development is a necessary part of a paper it is important to ensure that it is there only as an integral part of a practical solution to a problem and is supported by data. Applied Acoustics encourages the exchange of practical experience in the following ways: • Complete Papers • Short Technical Notes • Review Articles; and thereby provides a wealth of technological information that can be used to solve related problems. Manuscripts that address all fields of applications of acoustics ranging from medicine and NDT to the environment and buildings are welcome.
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