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Improving Autonomous navigation and positioning for commercial AUV operations 提高商用AUV自主导航定位能力
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7404488
Richard Mills, Øyvind Hegrenæs
The majority of cruising Autonomous Underwater Vehicles (AUVs) rely on similar technologies for navigation and positioning solutions. This paper examines the traditional approach and some enhancements designed to improve autonomous operations that are available today. Finally it will explore some new techniques under current development. Examples of equipment and performance will be provided from Kongsberg Maritime's experience as the leading manufacturer of survey class AUVs.
大多数巡航自主水下航行器(auv)依赖于类似的导航和定位解决方案技术。本文研究了传统的方法和一些增强功能,旨在改善当今可用的自主操作。最后对目前发展中的一些新技术进行了探讨。作为调查级auv的领先制造商,康士伯海事公司将提供设备和性能示例。
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引用次数: 0
Towards an automated detection of the Gulf Stream North Wall from concurrent satellite images 从同步卫星图像中自动探测墨西哥湾流北壁
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7404566
A. Gangopadhyay, Kevin Lydon, Jeffrey A. Rezendes, R. Balasubramanian, I. Valova
Developing computational methods to automatically identify the Gulf Stream North Wall (GSNW) and similar currents in the ocean is a long-standing need for many types of operational ocean models. Specifically, the Feature-Oriented regional modeling system requires an accurate digitization of the GSNW and Rings (eddies) on a regular basis. Typical methods to determine its position and boundaries require skilled human operators to do a time-consuming manual extraction of visualized features. These experts are performing a feature extraction task that can be automated to save time, guarantee objectivity, and potentially increase precision.In this paper we present first-results from two independent approaches of addressing this issue. In one of the approaches, the dynamical approach, the methodology begins by finding the most-likely bounds of iso-sea-surface-height contours within which the Gulf Stream north wall might fall. Other features, such as eddies, which are also captured, will be set aside after a round of shape analysis. Any gap in the isoheight contours is filled with segments that are generated by combining the slopes from different heights.The second, a machine-learning approach uses an artificial neural network over a GSNW dataset, which has been generated weekly over past six years (2009-2015) by analysts. An artificial neural network is a type of learning algorithm designed as a system of neurons with connections among them. This neural network will first use the analyst-designated GSNW paths to determine the neural weights of the radial basis functions. Then the network will use the concurrent sea-surface height and temperature data that were used to identify those lines, and train itself to develop a smart network which will be able to identify GSNW paths from the concurrent satellite images on its own, with little to no human intervention.In the long-term, we expect to merge the two techniques in a unique and unifying construct to be used operationally. A general approach of this methodology has the potential of being used for other similar operational modeling, reanalysis and skill assessment of numerical model system with data assimilation.
开发计算方法来自动识别墨西哥湾流北壁(GSNW)和海洋中类似的洋流是许多类型的业务海洋模型的长期需求。具体而言,面向特征的区域建模系统需要定期对GSNW和环(涡)进行精确的数字化。确定其位置和边界的典型方法需要熟练的人工操作员进行耗时的可视化特征提取。这些专家正在执行一项特征提取任务,该任务可以自动化,以节省时间,保证客观性,并可能提高精度。在本文中,我们提出了解决这一问题的两种独立方法的初步结果。在其中一种方法,即动态方法中,该方法首先找到最可能的等海面高度等高线的边界,墨西哥湾流北壁可能落在其中。其他特征,如漩涡,也被捕获,将在一轮形状分析后搁置一边。等高等高线上的任何间隙都由不同高度的斜坡组合而成的线段填充。第二种是机器学习方法,在GSNW数据集上使用人工神经网络,该数据集在过去六年中(2009-2015年)由分析师每周生成。人工神经网络是一种学习算法,被设计为神经元之间的连接系统。该神经网络将首先使用分析师指定的GSNW路径来确定径向基函数的神经权值。然后,该网络将使用用于识别这些线路的同步海面高度和温度数据,并训练自己开发一个智能网络,该网络将能够在几乎没有人为干预的情况下,自行从并发卫星图像中识别GSNW路径。从长远来看,我们希望将这两种技术合并为一个独特而统一的结构,以用于操作。该方法的一般方法有可能用于其他类似的具有数据同化的数值模型系统的操作建模、再分析和技能评估。
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引用次数: 3
Optimal design for consensus of second order multi-agent systems with damping term 带阻尼项的二阶多智能体系统的一致性优化设计
Pub Date : 2015-10-01 DOI: 10.23919/oceans.2015.7404370
Jiajia Zhou, Peng Shi, Xinqian Bian, Lanyong Zhang, Wei Zhang
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引用次数: 0
A design of underwater wireless laser communication system based on PPM modulating method 基于PPM调制方法的水下无线激光通信系统设计
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7404480
Jingpeng Liu, Bing Zheng, Lifeng Zhao, Zhaoyang Gong
Underwater laser communication has been developed in the field of deep-sea exploration, also become a highlight of modern communication technology research. It has the edges of hidden, safe, non-contact and rapid mobility. By now, most data exchange and transmission between underwater sensors and devices are achieved by RS-232 serial ports communication. But it is not able to meet the demands of present underwater communication due to the limitations of transmitting rate and distance. For the first version of our laser system the signals flowing through the RS-232 ports had not been modulated. Therefore, the bit error rate of our previous work was adversely high. In this paper, we progress our system by introducing in a novel signal modulating module, which mainly consists of FPGAs and PPM method. Considering with the effect of absorption and scattering [1], a series of experiments are performed in this paper: unmodulated and modulated underwater laser communication experiments under different visibility water. By comparing the bit error rate results, we suggest that the whole underwater laser communication system is compact, efficient and reliable. Finally, we based on multiple of visibility, the theoretical communication distance of the system can be estimated.
水下激光通信在深海探测领域得到了发展,也成为现代通信技术研究的一个亮点。它具有隐蔽性、安全性、非接触性和快速移动性等优点。目前,水下传感器与设备之间的数据交换和传输大多是通过RS-232串口通信实现的。但由于传输速率和距离的限制,不能满足目前水下通信的要求。对于我们的激光系统的第一个版本的信号流过RS-232端口没有被调制。因此,我们之前的工作误码率非常高。在本文中,我们通过引入一种新的信号调制模块来改进系统,该模块主要由fpga和PPM方法组成。考虑到吸收和散射的影响[1],本文进行了一系列实验:不同可见度下的无调制和调制水下激光通信实验。通过对误码率结果的比较,表明整个水下激光通信系统结构紧凑、高效、可靠。最后,我们基于可见性的倍数,可以估计出系统的理论通信距离。
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引用次数: 0
The Power of Seeing: Experiences using video as a deep-sea engagement and education tool 观看的力量:使用视频作为深海参与和教育工具的体验
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7404592
M. Hoeberechts, D. Owens, D. J. Riddell, A. D. Robertson
This paper describes initiatives underway at Ocean Networks Canada (ONC) in using video data as a tool for public engagement and education: live video streams from cameras on the seafloor, citizen science using video data, audience participation in deep-sea expeditions, and K-12 engagement through the Ocean Sense program. Live and archived video attract the majority of user traffic on ONC's website and can be leveraged to direct the viewers to other content and messaging, enhancing their engagement with the deep-sea environment. Public interest in scientific discovery creates a user base for citizen science initiatives, while educational audiences can be connected to both realtime and asynchronous learning materials. The power of live connections is also harnessed during research expeditions, which can be extended from the ship and the seafloor directly into the classroom.
本文描述了加拿大海洋网络(ONC)正在进行的将视频数据作为公众参与和教育工具的举措:来自海底摄像机的实时视频流,使用视频数据的公民科学,观众参与深海探险,以及通过海洋感知计划参与K-12。实时视频和存档视频吸引了ONC网站上的大部分用户流量,可以利用这些视频将观众引导到其他内容和信息上,从而增强他们与深海环境的互动。公众对科学发现的兴趣为公民科学倡议创造了一个用户基础,而教育受众可以连接到实时和异步学习材料。在研究考察期间,现场连接的力量也得到了利用,可以从船上和海底直接延伸到教室。
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引用次数: 10
An observational, stability-based estimate of 80 m wind speed offshore of North Carolina - seasonal patterns 对北卡罗莱纳州近海80米风速的观测、基于稳定性的估计——季节性模式
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7401847
H. Haines, N. Thomas
Winds at 80 m elevation have been estimated with a stability-based height adjustment scheme to study the feasibility of utility-scale wind energy offshore of North Carolina. Data sources are the daily ASCAT 10 m wind field as measured by the METOP-A satellite, the North American Regional Reanalysis (NARR) estimates of near-surface atmospheric temperature, pressure and humidity and the National Climate Data Center's optimally-interpolated Advanced Very High Resolution Radiometer (AVHRR-OI) sea surface temperature (SST). The study focuses on the 2008-2012 time period. The COARE V3.0 algorithm is used to provide the stability-based height adjustment scheme. Data from six buoys have been used to establish validity of the remotely-sensed and modeled fields. A variety of results were produced, including long-term average wind speeds, wind power density and capacity factor at hub height, and a monthly climatology of these quantities. In this note the focus is on seasonal variations utilizing the monthly climatologies. Using the climatologies the largest differences between the neutral and stability-based schemes occur in winter and spring when and where stable atmospheric conditions are most common. There is a significant difference in the annual variation of atmospheric stability north and south of Cape Hatteras. Only the inner shelf region is prone to stable conditions during winter and spring south of Cape Hatteras, whereas the full width of the shelf is prone to stable conditions from fall into early summer north of Cape Hatteras. Where stable conditions occur the stability-based 80 m wind speeds are 2-3 m/s greater than 80 m neutral wind speeds, and where unstable conditions occur the stability-based 80 m wind speeds are 0.5-1 m/s less than the 80 m neutral wind speeds. The result is a pattern in the 80 m stability-based winds with notably greater speeds near the coastline than expected from a neutral height adjustment.
利用基于稳定性的高度调整方案估计了80米海拔处的风,以研究北卡罗莱纳州近海公用事业规模风能的可行性。数据来源是METOP-A卫星测量的每日ASCAT 10米风场,北美区域再分析(NARR)对近地表大气温度、压力和湿度的估计,以及国家气候数据中心优化插值的先进甚高分辨率辐射计(AVHRR-OI)海面温度(SST)。这项研究的重点是2008年至2012年这段时间。采用COARE V3.0算法提供基于稳定性的高度调整方案。利用来自六个浮标的数据来确定遥感和模拟场的有效性。产生了各种结果,包括长期平均风速,风电密度和枢纽高度的容量因子,以及这些数量的月度气候学。在本文中,重点是利用月度气候学分析季节变化。利用气候学,中性方案和基于稳定性的方案之间的最大差异出现在冬季和春季,此时稳定的大气条件最为常见。哈特拉斯角北部和南部大气稳定性的年变化有显著差异。在哈特拉斯角以南,只有大陆架内部区域在冬季和春季容易稳定,而在哈特拉斯角以北,从秋季到初夏,整个大陆架宽度都容易稳定。在稳定条件下,稳定型80米风速大于80米中性风速2 ~ 3米/秒,在不稳定条件下,稳定型80米风速小于80米中性风速0.5 ~ 1米/秒。结果是80米稳定风的模式,在海岸线附近的速度明显高于中性高度调整的预期。
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引用次数: 0
Ocean governance with data and information management 采用数据和信息管理的海洋治理
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7404446
Masanori Muto
This paper shows the results of studies focusing on interaction between ocean governance and ocean-related data & information. This will include, first of all, the international comparison of the integrated marine information system (clearing house, and Marine Cadastre or Marine Spatial Data Infrastructure: MSDI), marine policy, and Marine Spatial Planning (MSP), as an effective decision making tool or process for science-based marine management and governance. This paper also shows the results of study on the needs of ocean survey conducted for emerging countries mainly in the Asia and Pacific region which are trying to expand ocean-related activities and demanding the ocean management or “governance” capabilities. The results showed the great needs for conducting ocean survey as the first step to understand their oceans, as well as the needs for the database management (e.g. integrated marine information system), application (including the interest in Marine Spatial Planning: MSP), and capacity building in marine-related government agencies/research institutions. Upon all these analysis on the dynamics of how the scientific tools (i.e. ocean survey and integrated information system) are linked to the decision making mechanism (i.e. MSP) which could ultimately assist the possible legislation necessary for the ocean administration, this paper illustrates the possible ways to strengthen the “ocean governance” capabilities to manage the sustainable exploitation, development, and conservation of our oceans by the ocean-related data & information management, especially focusing on Japan and Asia and Pacific region.
本文展示了海洋治理与海洋相关数据和信息之间相互作用的研究结果。首先,这将包括综合海洋信息系统(清算所、海洋地籍或海洋空间数据基础设施:MSDI)、海洋政策和海洋空间规划(MSP)的国际比较,作为科学海洋管理和治理的有效决策工具或过程。本文还展示了对主要在亚洲和太平洋地区的新兴国家进行的海洋调查需求的研究结果,这些国家正在努力扩大与海洋有关的活动,并要求海洋管理或“治理”能力。研究结果显示,各国对进行海洋调查,作为了解海洋的第一步,以及对数据库管理(例如综合海洋信息系统)、应用(包括对海洋空间规划的兴趣)和海洋相关政府机构/研究机构能力建设的需求。在分析科学工具(即海洋调查和综合信息系统)如何与决策机制(即MSP)联系的动态基础上,本文阐述了通过海洋相关数据和信息管理加强“海洋治理”能力的可能方法,以管理海洋的可持续开发、开发和保护。尤其关注日本和亚太地区。
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引用次数: 1
Ocean observing collaboration to improve hurricane forecasting and modeling in the Gulf of Mexico 海洋观测合作改善墨西哥湾的飓风预报和建模
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7404507
R. Perry, K. Satterlee, L. Brzuzy, Kevin M. Martin, R. Vandermeulen, S. Howden, P. Leung, M. Vogel, N. Sharma, W. McCall, R. Hervey, B. Kirkpatrick, S. Watson, Hyun‐Sook Kim
Shell Exploration & Production Company is working with academic, non-profit, and federal stakeholders in the Gulf of Mexico to develop and implement long term environmental monitoring programs. One such program uses autonomous underwater gliders to collect near real-time oceanographic data for enhancing the understanding of the offshore physical environment and to improve estimates of upper ocean heat content for enhanced hurricane prediction and forecast models. Through a Memorandum of Agreement in 2008 between Shell and the National Oceanic and Atmospheric Administration, this partnership leverages the strengths of each collaborator to build a comprehensive and sustainable data collection program to better assess environmental conditions and assure the environmental sustainability of Shell's activities in the Gulf of Mexico. An important element of the collaboration includes sharing data and results with the broader Gulf of Mexico stakeholder community by working with regional partners such as the Gulf of Mexico Coastal Ocean Observing System. In this paper, we focus on 2014 physical environment and glider results and public-private partnership model benefits to expanding regional ocean observing capacity in the Gulf of Mexico.
壳牌勘探与生产公司正在与墨西哥湾的学术界、非营利组织和联邦利益相关者合作,制定并实施长期的环境监测计划。其中一个项目使用自主水下滑翔机收集接近实时的海洋学数据,以增强对近海物理环境的了解,并改善对上层海洋热含量的估计,从而增强飓风预测和预报模型。通过2008年壳牌与美国国家海洋和大气管理局签署的协议备忘录,这一合作伙伴关系充分利用了双方的优势,建立了一个全面、可持续的数据收集计划,以更好地评估环境状况,并确保壳牌在墨西哥湾活动的环境可持续性。合作的一个重要内容包括通过与墨西哥湾沿海海洋观测系统等区域伙伴合作,与更广泛的墨西哥湾利益攸关方分享数据和成果。本文重点介绍了2014年墨西哥湾物理环境和滑翔机成果以及公私合作模式对扩大区域海洋观测能力的益处。
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引用次数: 2
Multistatic optical imaging system compatible with AUV platforms 与AUV平台兼容的多静态光学成像系统
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7401905
Derek Alley, B. Cochenour, L. Mullen
Conventional optical imaging systems have limited performance in Degraded Visual Environments (DVE) such as dust, fog, sand, and turbid water due to multiple scattering of the light on the path from the source to the target. Their large platform size also makes them unfavorable for compact, autonomous systems. In recent years, researchers at NAVAIR in Patuxent River, MD have developed a compact submersible laser imaging system based on a multistatic system architecture, allowing the source and multiple receivers to reside on separate, smaller, independent platforms. The system geometry can be better optimized for the environment, allowing it to obtain high quality imagery through much higher attenuation lengths (between the target and receiver) when compared to conventional imaging systems. The smaller source also lends itself to integration into an autonomous underwater vehicle (AUV). A compact, multistatic imaging system designed for integration into a REMUS 600 AUV has been developed and is currently being tested in a laboratory environment. System design and laboratory test plans will be presented.
传统的光学成像系统在退化的视觉环境(DVE)中,如灰尘、雾、沙和浑浊的水,由于光在从光源到目标的路径上的多次散射,性能有限。它们的大平台尺寸也不利于紧凑的自主系统。近年来,位于马里兰州Patuxent River的NAVAIR公司的研究人员开发了一种基于多静态系统架构的紧凑型水下激光成像系统,该系统允许源和多个接收器驻留在独立的、更小的独立平台上。与传统成像系统相比,系统几何形状可以更好地针对环境进行优化,从而通过更高的衰减长度(目标和接收器之间)获得高质量的图像。较小的光源也适合集成到自主水下航行器(AUV)中。一种紧凑的多静态成像系统被设计集成到REMUS 600 AUV中,目前正在实验室环境中进行测试。将介绍系统设计和实验室测试计划。
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引用次数: 4
A shadow-removal based saliency map for point feature detection of underwater objects 一种基于去阴影的水下目标点特征检测显著性图
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7401949
Liqin Fu, Yiru Wang, Zhebin Zhang, Rui Nian, T. Yan, A. Lendasse
The point feature detection is one of the most essential and fundamental tasks for underwater objects in ocean investigations. In this paper, a streamline AUV system that adopts the side scan sonar on board has been set up to explore our underwater visual tasks. Before attempting to detect the point features, the raw underwater sonar images must be preprocessed by shadow removal. The saliency map will be further explored with the contrast determination filter at various scales and then the point feature detection model can be completed on the basis of the saliency map. It is shown from the simulation experiments that the proposed model could achieve great performances in the point feature detection with both robustness and effectiveness.
点特征检测是海洋水下目标探测中最重要、最基础的任务之一。本文建立了一种采用侧扫声纳的流线型水下航行器系统,用于探索我们的水下视觉任务。在试图检测点特征之前,必须对原始水下声纳图像进行去影预处理。利用对比度确定滤波器在不同尺度下对显著性图进行进一步探索,然后在显著性图的基础上完成点特征检测模型。仿真实验表明,该模型在点特征检测方面具有较好的鲁棒性和有效性。
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引用次数: 5
期刊
OCEANS 2015 - MTS/IEEE Washington
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