Boundary Control Behaviors of Multiple Low-Cost AUVs Using Acoustic Communication

IF 3.4 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Mohammed Tarnini;Saverio Iacoponi;Andrea Infanti;Cesare Stefanini;Giulia de Masi;Federico Renda
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Abstract

This study presents acoustic-based methods for the formation control of multiple autonomous underwater vehicles (AUVs). This study proposes two different models for implementing boundary and path control on low-cost AUVs using acoustic communication and a single central acoustic beacon. Both models are based on the history of relative range and do not rely on the full knowledge of the AUVs states based on a centralized beacon system. Two methods are presented: the Range Variation-Based (RVB) model completely relies on range data obtained by acoustic modems, whereas the Heading Estimation-Based (HEB) model uses ranges and range rates to estimate the position of the central boundary beacon and perform assigned behaviors. The models are tested on two formation control behaviors: Fencing and Milling. Fencing behavior ensures AUVs return within predefined boundaries, while Milling enables the AUVs to move cyclically on a predefined path around the beacon. Models are validated by successfully performing the boundary control behaviors in simulations, pool tests, including artificial underwater currents, and field tests conducted in the ocean. All tests were performed with fully autonomous platforms, and no external input or sensor was provided to the AUVs during validation. Quantitative and qualitative analyses are presented in the study, focusing on the effect and application of a multi-robot system.
基于声通信的多低成本水下航行器边界控制行为
本研究提出了基于声学的多自主水下航行器(auv)编队控制方法。本研究提出了两种不同的模型来实现低成本auv的边界和路径控制,使用声学通信和单个中央声学信标。这两种模型都是基于相对距离的历史,而不依赖于基于集中式信标系统的auv状态的全部知识。提出了两种方法:基于距离变化(RVB)模型完全依赖于声学调制解调器获得的距离数据,而基于航向估计(HEB)模型利用距离和距离速率来估计中心边界信标的位置并执行指定行为。在两种地层控制行为下对模型进行了测试:击剑和磨铣。Fencing行为可确保auv在预定义的边界内返回,而Milling行为可使auv在信标周围的预定义路径上循环移动。通过在模拟、水池试验(包括人工水下流)和海洋现场试验中成功执行边界控制行为,验证了模型的有效性。所有测试都是在完全自主的平台上进行的,在验证过程中没有向auv提供外部输入或传感器。在研究中进行了定量和定性分析,重点是多机器人系统的效果和应用。
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来源期刊
IEEE Access
IEEE Access COMPUTER SCIENCE, INFORMATION SYSTEMSENGIN-ENGINEERING, ELECTRICAL & ELECTRONIC
CiteScore
9.80
自引率
7.70%
发文量
6673
审稿时长
6 weeks
期刊介绍: IEEE Access® is a multidisciplinary, open access (OA), applications-oriented, all-electronic archival journal that continuously presents the results of original research or development across all of IEEE''s fields of interest. IEEE Access will publish articles that are of high interest to readers, original, technically correct, and clearly presented. Supported by author publication charges (APC), its hallmarks are a rapid peer review and publication process with open access to all readers. Unlike IEEE''s traditional Transactions or Journals, reviews are "binary", in that reviewers will either Accept or Reject an article in the form it is submitted in order to achieve rapid turnaround. Especially encouraged are submissions on: Multidisciplinary topics, or applications-oriented articles and negative results that do not fit within the scope of IEEE''s traditional journals. Practical articles discussing new experiments or measurement techniques, interesting solutions to engineering. Development of new or improved fabrication or manufacturing techniques. Reviews or survey articles of new or evolving fields oriented to assist others in understanding the new area.
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