首页 > 最新文献

OCEANS 2015 - MTS/IEEE Washington最新文献

英文 中文
Experimentation for development of underwater acoustic video camera: In experiment dock 水声摄像机研制实验:实验船坞
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7401944
K. Abukawa, S. Matsumoto, T. Hirabayashi, K. Shirai, Tomoo Sato, Hiroshi Iida, M. Nanri, M. Yoshie, K. Katakura, Koji Takahashi
Ocean resources exploration and underwater works using Remotely Operated Vehicle and Autonomous Underwater Vehicle increase interest, and a techniques of underwater image with acoustic has become a significant concern. Therefore, a development of new underwater acoustic device adapted to ocean resources exploration and underwater works. In this study, we experiment with the use of acoustic video camera for development of a new acoustic video camera and software to meet ocean resources exploration and underwater works needs. The experiment was performed by means of an acoustic video camera, underwater teleoperated excavator, underwater crawler, and simulated chimney. High spatial imaging and software were developed for this experiment and they were used to generate 3D views, to display an operation views and measurement distance of targets. Our results will be necessary for the ocean resources exploration and underwater works.
利用遥控航行器和自主水下航行器进行海洋资源勘探和水下工程日益受到人们的关注,水下声学成像技术已成为人们关注的焦点。因此,开发一种适合海洋资源勘探和水下工程的新型水声装置。在本研究中,我们尝试使用声学摄像机来开发一种新的声学摄像机和软件,以满足海洋资源勘探和水下工程的需要。实验采用水声摄像机、水下遥控挖掘机、水下履带和模拟烟囱进行。本实验开发了高空间成像和软件,用于生成三维视图,显示目标的操作视图和测量距离。研究结果对海洋资源勘探和水下工程具有一定的指导意义。
{"title":"Experimentation for development of underwater acoustic video camera: In experiment dock","authors":"K. Abukawa, S. Matsumoto, T. Hirabayashi, K. Shirai, Tomoo Sato, Hiroshi Iida, M. Nanri, M. Yoshie, K. Katakura, Koji Takahashi","doi":"10.23919/OCEANS.2015.7401944","DOIUrl":"https://doi.org/10.23919/OCEANS.2015.7401944","url":null,"abstract":"Ocean resources exploration and underwater works using Remotely Operated Vehicle and Autonomous Underwater Vehicle increase interest, and a techniques of underwater image with acoustic has become a significant concern. Therefore, a development of new underwater acoustic device adapted to ocean resources exploration and underwater works. In this study, we experiment with the use of acoustic video camera for development of a new acoustic video camera and software to meet ocean resources exploration and underwater works needs. The experiment was performed by means of an acoustic video camera, underwater teleoperated excavator, underwater crawler, and simulated chimney. High spatial imaging and software were developed for this experiment and they were used to generate 3D views, to display an operation views and measurement distance of targets. Our results will be necessary for the ocean resources exploration and underwater works.","PeriodicalId":403976,"journal":{"name":"OCEANS 2015 - MTS/IEEE Washington","volume":"7 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125996913","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Feasibility of low-power one-way travel-time inverted ultra-short baseline navigation 低功率单程行程时倒立超短基线导航的可行性
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7401992
M. Jakuba, J. Kinsey, J. Partan, Sarah E. Webster
Recent and underway development efforts promise to deliver long endurance and deep-diving autonomous underwater vehicles with the potential to persistently observe the deep (6000 m) ocean interior and sea floor over time scales of months to years. These assets and their shallow-diving (<;1000 m) predecessors navigate primarily by dead-reckoning between surfacing for GPS fixes, a paradigm that precludes their use in missions where science objectives call for precise navigation deep in the water column or near the deep sea floor. Coupled with a single autonomous surface vessel, one-way travel time inverted ultrashort baseline positioning (OWTT-iUSBL) offers a compelling, but presently unrealized, alternative to infrastructure-intensive external acoustic aiding. Such systems could provide navigation aiding to multiple underwater vehicles while retaining a level of autonomy and endurance for the system as a whole comparable to that of a solitary vehicle. While the concept of OWTT-iUSBL is not new, we argue that the maturity of acoustic modem technology combined with the emergence of very low-power precision timing and attitude sensors will make it possible to deploy OWTT-iUSBL systems on low-power underwater vehicles in the near term. This paper presents two analyses in support of this conjecture. First, we discuss the factors that govern the achievable accuracy of OWTT-iUSBL navigation and present single-fix error budgets for specific system configurations using representative commercially-available components. Second, we consider the impact of a specific low-power configuration on the endurance of a deepprofiling autonomous underwater glider. Our analyses suggest that a practically realizable OWTT-iUSBL system could provide navigational accuracy 1-2 orders of magnitude superior to that presently achievable using periodic ascents to acquire global positioning system (GPS), and, for sufficiently deep deployments, actually yield more near-bottom data despite reducing overall vehicle endurance.
最近和正在进行的开发工作有望提供长航时和深潜的自主水下航行器,具有持续观察深海(6000米)内部和海底的潜力,时间尺度为数月至数年。这些设备和它们的浅潜(< 1000米)前辈主要通过在GPS定位的海面之间进行航位推算来导航,这种模式妨碍了它们在科学目标要求在深水柱或深海附近精确导航的任务中使用。与单艘自主水面舰艇相结合,单向航行时间倒置超短基线定位(OWTT-iUSBL)提供了一种引人注目的、但目前尚未实现的替代基础设施密集型外部声学辅助的方法。这样的系统可以为多个水下航行器提供导航辅助,同时保持系统作为一个整体的自主性和续航力水平,与单个航行器相当。虽然OWTT-iUSBL的概念并不新鲜,但我们认为,声学调制解调器技术的成熟,加上极低功率精密定时和姿态传感器的出现,将使OWTT-iUSBL系统在短期内部署在低功率水下航行器上成为可能。本文提出了支持这一猜想的两个分析。首先,我们讨论控制OWTT-iUSBL导航可实现精度的因素,并使用具有代表性的商业可用组件给出特定系统配置的单次修复错误预算。其次,我们考虑了一种特定的低功耗配置对深剖面自主水下滑翔机续航力的影响。我们的分析表明,实际可实现的OWTT-iUSBL系统提供的导航精度比目前使用周期性上升获取全球定位系统(GPS)所能达到的精度高1-2个数量级,并且,在足够深的部署下,尽管降低了车辆的整体续航能力,但实际上可以获得更多的近底部数据。
{"title":"Feasibility of low-power one-way travel-time inverted ultra-short baseline navigation","authors":"M. Jakuba, J. Kinsey, J. Partan, Sarah E. Webster","doi":"10.23919/OCEANS.2015.7401992","DOIUrl":"https://doi.org/10.23919/OCEANS.2015.7401992","url":null,"abstract":"Recent and underway development efforts promise to deliver long endurance and deep-diving autonomous underwater vehicles with the potential to persistently observe the deep (6000 m) ocean interior and sea floor over time scales of months to years. These assets and their shallow-diving (<;1000 m) predecessors navigate primarily by dead-reckoning between surfacing for GPS fixes, a paradigm that precludes their use in missions where science objectives call for precise navigation deep in the water column or near the deep sea floor. Coupled with a single autonomous surface vessel, one-way travel time inverted ultrashort baseline positioning (OWTT-iUSBL) offers a compelling, but presently unrealized, alternative to infrastructure-intensive external acoustic aiding. Such systems could provide navigation aiding to multiple underwater vehicles while retaining a level of autonomy and endurance for the system as a whole comparable to that of a solitary vehicle. While the concept of OWTT-iUSBL is not new, we argue that the maturity of acoustic modem technology combined with the emergence of very low-power precision timing and attitude sensors will make it possible to deploy OWTT-iUSBL systems on low-power underwater vehicles in the near term. This paper presents two analyses in support of this conjecture. First, we discuss the factors that govern the achievable accuracy of OWTT-iUSBL navigation and present single-fix error budgets for specific system configurations using representative commercially-available components. Second, we consider the impact of a specific low-power configuration on the endurance of a deepprofiling autonomous underwater glider. Our analyses suggest that a practically realizable OWTT-iUSBL system could provide navigational accuracy 1-2 orders of magnitude superior to that presently achievable using periodic ascents to acquire global positioning system (GPS), and, for sufficiently deep deployments, actually yield more near-bottom data despite reducing overall vehicle endurance.","PeriodicalId":403976,"journal":{"name":"OCEANS 2015 - MTS/IEEE Washington","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129438431","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 23
Extrinsic calibration of an RGB camera to a 3D imaging sonar RGB相机对三维成像声纳的外部标定
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7404377
A. Marburg, A. Stewart
The introduction of low-cost RGB-depth (RGB-D) sensors have led to a diversity of algorithms for robust 3D scene reconstruction under controlled settings, but the underwater realization of such algorithms has been hampered by the constrained performance of most RGB-D sensors in water. We explore the possibility of fusing a point cloud generated from a high-frequency, mechanically scanned 3D imaging sonar with visual data from a camera to create a rich 3D representation of objects in the water column. A state-of-the-art algorithm for depth sensor-to-camera registration utilizing concurrent images of spherical targets is adapted, and the resulting alignment is used to combine sonar and visual imagery.
低成本RGB-depth (RGB-D)传感器的引入导致了在受控设置下实现鲁棒3D场景重建的多种算法,但这些算法的水下实现受到大多数RGB-D传感器在水中的受限性能的阻碍。我们探索了将高频机械扫描3D成像声纳生成的点云与摄像机视觉数据融合的可能性,以创建水柱中物体的丰富3D表示。采用了一种最先进的深度传感器-相机配准算法,利用球面目标的并发图像,并将结果对准用于结合声纳和视觉图像。
{"title":"Extrinsic calibration of an RGB camera to a 3D imaging sonar","authors":"A. Marburg, A. Stewart","doi":"10.23919/OCEANS.2015.7404377","DOIUrl":"https://doi.org/10.23919/OCEANS.2015.7404377","url":null,"abstract":"The introduction of low-cost RGB-depth (RGB-D) sensors have led to a diversity of algorithms for robust 3D scene reconstruction under controlled settings, but the underwater realization of such algorithms has been hampered by the constrained performance of most RGB-D sensors in water. We explore the possibility of fusing a point cloud generated from a high-frequency, mechanically scanned 3D imaging sonar with visual data from a camera to create a rich 3D representation of objects in the water column. A state-of-the-art algorithm for depth sensor-to-camera registration utilizing concurrent images of spherical targets is adapted, and the resulting alignment is used to combine sonar and visual imagery.","PeriodicalId":403976,"journal":{"name":"OCEANS 2015 - MTS/IEEE Washington","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128396922","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Medium Access Control mechanism for Multi-hop Underwater Acoustic Networks utilizing time reversal 基于时间反转的多跳水声网络介质访问控制机制
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7404366
Ruiqin Zhao, Xiaohong Shen, Weigang Bai, Zhe Jiang, Yong Wang, Haiyan Wang
In Multi-hop Underwater Acoustic Networks (MUANs), Medium Access Control (MAC) protocol has attracted strong attentions due to its potentially large impact to the overall network performance. The main task of a MAC protocol is to prevent simultaneous transmissions or resolve transmission collisions of data packets while providing energy efficiency, low channel access delays and fairness among the nodes in a network. Unlike terrestrial networks, which mainly rely on radio waves for communications, MUANs utilize acoustic waves, which pose a new research challenge in the design of MAC protocols. In this paper, we propose a new MAC strategy for MUANs utilizing time reversal (TR), to overcome the medium access control problems encountered under the environment of underwater acoustic networks. Utilizing the complex spatial varied features of underwater acoustic channel, time-reversal (TR) process could concentrate signal energy in both the spatial and temporal domains, a useful property for networks in an environment with significant multipath. Utilizing time reversal (TR), the proposed MAC strategy results in a significant improved spatial multiplexing ratio of the shared wireless channel, and resolves collision of simultaneous transmissions in multi-hop underwater acoustic networks.
在多跳水声网络(MUANs)中,介质访问控制(MAC)协议因其对网络整体性能的潜在影响而备受关注。MAC协议的主要任务是防止同时传输或解决数据包的传输冲突,同时提供网络中节点之间的能源效率,低通道访问延迟和公平性。与主要依靠无线电波进行通信的地面网络不同,muan利用声波进行通信,这对MAC协议的设计提出了新的研究挑战。为了克服水声网络环境下的介质访问控制问题,提出了一种基于时间反转(TR)的MUANs MAC策略。利用水声信道复杂的空间变化特征,时间反转(TR)处理可以将信号能量集中在空间和时间域,这对于多径环境下的网络来说是一个有用的特性。该策略利用时间反转(TR),显著提高了共享无线信道的空间复用率,解决了多跳水声网络中同时传输的碰撞问题。
{"title":"Medium Access Control mechanism for Multi-hop Underwater Acoustic Networks utilizing time reversal","authors":"Ruiqin Zhao, Xiaohong Shen, Weigang Bai, Zhe Jiang, Yong Wang, Haiyan Wang","doi":"10.23919/OCEANS.2015.7404366","DOIUrl":"https://doi.org/10.23919/OCEANS.2015.7404366","url":null,"abstract":"In Multi-hop Underwater Acoustic Networks (MUANs), Medium Access Control (MAC) protocol has attracted strong attentions due to its potentially large impact to the overall network performance. The main task of a MAC protocol is to prevent simultaneous transmissions or resolve transmission collisions of data packets while providing energy efficiency, low channel access delays and fairness among the nodes in a network. Unlike terrestrial networks, which mainly rely on radio waves for communications, MUANs utilize acoustic waves, which pose a new research challenge in the design of MAC protocols. In this paper, we propose a new MAC strategy for MUANs utilizing time reversal (TR), to overcome the medium access control problems encountered under the environment of underwater acoustic networks. Utilizing the complex spatial varied features of underwater acoustic channel, time-reversal (TR) process could concentrate signal energy in both the spatial and temporal domains, a useful property for networks in an environment with significant multipath. Utilizing time reversal (TR), the proposed MAC strategy results in a significant improved spatial multiplexing ratio of the shared wireless channel, and resolves collision of simultaneous transmissions in multi-hop underwater acoustic networks.","PeriodicalId":403976,"journal":{"name":"OCEANS 2015 - MTS/IEEE Washington","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129314459","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Trajectory controller for Autonomous Surface Vehicle under sea waves 海浪下自主水面航行器的轨迹控制器
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7401960
B. Braginsky, H. Guterman
This paper presents a solution to the trajectory-tracking control problem of an Autonomous Surface Vehicle (ASV) under the effect of sea waves. Worldwide, there has been increasing interest in the use of ASVs to execute missions of increasing complexity without direct supervision of human operators. A key-enabling element for the execution of such missions is the availability of advanced systems for motion control of ASVs. The problems of motion control can be roughly classified into three groups: i) point stabilization, where the goal is to stabilize a vehicle at a given target point with a desired orientation; ii) trajectory tracking, where the vehicle is required to track a time parameterized reference; and iii) path following, where the objective is for the vehicle to converge to and follow a desired geometric path, without an explicit timing law assigned to it. In some applications where it is critical for ASVs to follow the preplanning trajectory as closely as possible, the trajectory problem of ASVs becomes important.
提出了一种海浪作用下自主水面航行器(ASV)轨迹跟踪控制问题的解决方案。在世界范围内,越来越多的人对使用自动驾驶汽车在没有人类操作员直接监督的情况下执行日益复杂的任务越来越感兴趣。执行此类任务的关键因素是asv运动控制的先进系统的可用性。运动控制的问题大致可以分为三类:1)点稳定,其目标是在给定的目标点上以期望的方向稳定车辆;Ii)轨迹跟踪,要求车辆跟踪一个时间参数化的参考点;iii)路径跟踪,其目标是使车辆收敛并遵循所需的几何路径,而不需要为其指定明确的定时律。在一些要求自动驾驶汽车尽可能严格遵循预规划轨迹的应用中,自动驾驶汽车的轨迹问题变得非常重要。
{"title":"Trajectory controller for Autonomous Surface Vehicle under sea waves","authors":"B. Braginsky, H. Guterman","doi":"10.23919/OCEANS.2015.7401960","DOIUrl":"https://doi.org/10.23919/OCEANS.2015.7401960","url":null,"abstract":"This paper presents a solution to the trajectory-tracking control problem of an Autonomous Surface Vehicle (ASV) under the effect of sea waves. Worldwide, there has been increasing interest in the use of ASVs to execute missions of increasing complexity without direct supervision of human operators. A key-enabling element for the execution of such missions is the availability of advanced systems for motion control of ASVs. The problems of motion control can be roughly classified into three groups: i) point stabilization, where the goal is to stabilize a vehicle at a given target point with a desired orientation; ii) trajectory tracking, where the vehicle is required to track a time parameterized reference; and iii) path following, where the objective is for the vehicle to converge to and follow a desired geometric path, without an explicit timing law assigned to it. In some applications where it is critical for ASVs to follow the preplanning trajectory as closely as possible, the trajectory problem of ASVs becomes important.","PeriodicalId":403976,"journal":{"name":"OCEANS 2015 - MTS/IEEE Washington","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129622759","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
NX-2G: Autonomous BBOBS-NX for a highly mobile broadband seismic and tilt observation at the seafloor NX-2G:用于海底高移动宽带地震和倾斜观测的自主bbbs - nx
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7401857
H. Shiobara, M. Shinohara, H. Sugioka, A. Ito
Developments of the broadband ocean bottom seismometer (BBOBS) and its new generation system (BBOBSNX) have been a base to establish the ocean floor broadband seismology, since 1999. Our BBOBS and BBOBS-NX data is adequate for modern broadband seismic analyses to study the deep Earth interior. Especially, the BBOBS-NX can offer the low noise horizontal data comparable to land seismic stations in periods longer than 10 s. As a variation of the BBOBS-NX, the BBOBST-NX has been developed too, which enables the additional tilt measurement at the seafloor with the broadband seismic data. Their high performance can be a breakthrough to realize the geodetic observation network at the seafloor for slow slip event observations for example. A defect of the current BBOBS-NX system is necessity of the submersible vehicle in its operation of the deployment and the recovery. This condition limits possibilities of observations, compared to observations by the BBOBS that can be operated even on a small fishery boat. The development of the autonomous BBOBS-NX, NX-2G, is really required to elucidate the Earth interior below wide oceanic area in the future.
1999年以来,宽带海底地震仪(BBOBS)及其新一代系统(BBOBSNX)的发展为建立海底宽带地震学奠定了基础。我们的BBOBS和BBOBS- nx数据足以用于现代宽带地震分析来研究地球深处的内部。特别是,在10 s以上的周期内,bbbs - nx可以提供与陆地地震台站相当的低噪声水平资料。作为BBOBST-NX的变体,BBOBST-NX也被开发出来,它可以使用宽带地震数据在海底进行额外的倾斜测量。它们的高性能可以成为实现海底大地观测网的突破口,例如进行慢滑事件观测。现有的BBOBS-NX系统的一个缺陷是潜水器在作业部署和回收中所必需的。这种情况限制了观测的可能性,相比之下,即使在一艘小渔船上也可以操作的bbob观测。未来,为了研究广阔海洋区域以下的地球内部,需要开发自主的bobs - nx、NX-2G。
{"title":"NX-2G: Autonomous BBOBS-NX for a highly mobile broadband seismic and tilt observation at the seafloor","authors":"H. Shiobara, M. Shinohara, H. Sugioka, A. Ito","doi":"10.23919/OCEANS.2015.7401857","DOIUrl":"https://doi.org/10.23919/OCEANS.2015.7401857","url":null,"abstract":"Developments of the broadband ocean bottom seismometer (BBOBS) and its new generation system (BBOBSNX) have been a base to establish the ocean floor broadband seismology, since 1999. Our BBOBS and BBOBS-NX data is adequate for modern broadband seismic analyses to study the deep Earth interior. Especially, the BBOBS-NX can offer the low noise horizontal data comparable to land seismic stations in periods longer than 10 s. As a variation of the BBOBS-NX, the BBOBST-NX has been developed too, which enables the additional tilt measurement at the seafloor with the broadband seismic data. Their high performance can be a breakthrough to realize the geodetic observation network at the seafloor for slow slip event observations for example. A defect of the current BBOBS-NX system is necessity of the submersible vehicle in its operation of the deployment and the recovery. This condition limits possibilities of observations, compared to observations by the BBOBS that can be operated even on a small fishery boat. The development of the autonomous BBOBS-NX, NX-2G, is really required to elucidate the Earth interior below wide oceanic area in the future.","PeriodicalId":403976,"journal":{"name":"OCEANS 2015 - MTS/IEEE Washington","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127310779","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
When underwater imagery analysis meets deep learning: A solution at the age of big visual data 当水下图像分析遇到深度学习:大视觉数据时代的解决方案
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7404463
Hongwei Qin, Xiu Li, Zhixiong Yang, Min Shang
Underwater imagery processing is in great demand, while the research is far from enough. The unrestricted natural environment makes it a challenging task. On the other hand, prior to the advent of cabled observatories, the majority of deep-sea video data was acquired by remotely operated vehicles (ROVs), and was analyzed and annotated manually. In contrast, seafloor cabled observatories such as the NEPTUNE and VENUS observatories offer a 24/7 presence, resulting in unprecedented volumes of visual data. The analysis of underwater imagery imposes a series of unique challenges, which need to be tackled by the computer vision community in collaboration with biologists and ocean scientists. In this paper, we introduce how deep learning, the state-of-the-art machine learning technique, can benefit underwater imagery understanding at the age of big data.
水下图像处理的需求很大,但研究还远远不够。不受限制的自然环境使它成为一项具有挑战性的任务。另一方面,在有线观测站出现之前,大部分深海视频数据是由远程操作车辆(rov)获取的,并由人工分析和注释。相比之下,海底电缆观测站,如海王星和金星观测站,提供24/7的存在,产生前所未有的视觉数据量。水下图像的分析带来了一系列独特的挑战,需要计算机视觉社区与生物学家和海洋科学家合作来解决。在本文中,我们介绍了深度学习,最先进的机器学习技术,如何在大数据时代有利于水下图像的理解。
{"title":"When underwater imagery analysis meets deep learning: A solution at the age of big visual data","authors":"Hongwei Qin, Xiu Li, Zhixiong Yang, Min Shang","doi":"10.23919/OCEANS.2015.7404463","DOIUrl":"https://doi.org/10.23919/OCEANS.2015.7404463","url":null,"abstract":"Underwater imagery processing is in great demand, while the research is far from enough. The unrestricted natural environment makes it a challenging task. On the other hand, prior to the advent of cabled observatories, the majority of deep-sea video data was acquired by remotely operated vehicles (ROVs), and was analyzed and annotated manually. In contrast, seafloor cabled observatories such as the NEPTUNE and VENUS observatories offer a 24/7 presence, resulting in unprecedented volumes of visual data. The analysis of underwater imagery imposes a series of unique challenges, which need to be tackled by the computer vision community in collaboration with biologists and ocean scientists. In this paper, we introduce how deep learning, the state-of-the-art machine learning technique, can benefit underwater imagery understanding at the age of big data.","PeriodicalId":403976,"journal":{"name":"OCEANS 2015 - MTS/IEEE Washington","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127128246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 33
Model comparison for transatlantic ocean glider flight: Student analysis of modern circumnavigation 跨大西洋滑翔机飞行模式比较:学生对现代环球航行的分析
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7404505
Andrenette Morrison, L. Ramsay, Martín R. Arroyo, Kelsey M Ashbrook, Olivia Czerewko, Stephanie Lee, Caleb Lintz, E. Payne, J. Kohut, S. Glenn, O. Schofield, T. Miles
Oceanic forecast models are imperative to understand the Earth's ocean. Current oceanic forecasts assimilate satellite sea surface height and temperature data along with temperature and salinity profiles from Argo networks of over 3000 drifters. Even though assimilation of these datasets are reliable, they have limitations because areas that provide critical data to ocean forecast models are often under sampled. Autonomous Underwater Gliders (AUGs) can be used as a solution to reduce under sampled regions of the ocean. Over the last decade, AUGs have successfully been used to carry out regional deployments to conduct scientific expeditions throughout the Earth's Ocean. Through the Challenger Glider Mission, coordinated flights covering 128,000 kilometers are planned around the five ocean basins. A range of international institutions and agencies can participate in the mission using interactive tools developed by the U.S. Integrated Ocean Observing System (IOOS) and the education outreach tools of the U.S. National Science Foundation's (NSF) Ocean Observing Initiative (OOI). These interactive tools are programmed to display real time glider data with interactive browser-based access, enabling student participation in global ocean exploration and predictive skill experiments. During the summer of 2015, student research teams participated in the second leg of the South Atlantic Challenger Glider Mission (named RU29). The aim is to show the usefulness of RU29's in situ datasets in ocean forecasting by comparing salinity, temperature, and sea surface current observations to the predictive readings of ocean models (RTOFS, MyOcean) and data generated by the Argo Float program. The students' involvement contributes to the assessment of current scientific and oceanographic models, courtesy of the Challenger Glider Mission.
海洋预报模型对于了解地球海洋是必不可少的。目前的海洋预报吸收了卫星海面高度和温度数据,以及3000多名漂浮者的Argo网络的温度和盐度剖面。尽管这些数据集的同化是可靠的,但它们也有局限性,因为为海洋预报模型提供关键数据的地区往往取样不足。自主水下滑翔机(aug)可以作为减少海洋采样不足区域的一种解决方案。在过去的十年中,aug已经成功地用于在整个地球海洋进行区域部署以进行科学考察。通过挑战者号滑翔机任务,计划在五个海洋盆地周围进行12.8万公里的协调飞行。一系列国际机构和机构可以使用美国综合海洋观测系统(IOOS)开发的互动工具和美国国家科学基金会(NSF)海洋观测倡议(OOI)的教育推广工具参与这项任务。这些交互式工具经过编程,可以显示基于交互式浏览器的实时滑翔机数据,使学生能够参与全球海洋探索和预测技能实验。2015年夏天,学生研究团队参加了南大西洋挑战者滑翔机任务的第二站(名为RU29)。目的是通过将盐度、温度和海流观测数据与海洋模型(RTOFS、MyOcean)的预测读数和Argo Float程序生成的数据进行比较,展示RU29的现场数据集在海洋预报中的实用性。学生们的参与有助于评估当前的科学和海洋学模型,由挑战者滑翔机任务提供。
{"title":"Model comparison for transatlantic ocean glider flight: Student analysis of modern circumnavigation","authors":"Andrenette Morrison, L. Ramsay, Martín R. Arroyo, Kelsey M Ashbrook, Olivia Czerewko, Stephanie Lee, Caleb Lintz, E. Payne, J. Kohut, S. Glenn, O. Schofield, T. Miles","doi":"10.23919/OCEANS.2015.7404505","DOIUrl":"https://doi.org/10.23919/OCEANS.2015.7404505","url":null,"abstract":"Oceanic forecast models are imperative to understand the Earth's ocean. Current oceanic forecasts assimilate satellite sea surface height and temperature data along with temperature and salinity profiles from Argo networks of over 3000 drifters. Even though assimilation of these datasets are reliable, they have limitations because areas that provide critical data to ocean forecast models are often under sampled. Autonomous Underwater Gliders (AUGs) can be used as a solution to reduce under sampled regions of the ocean. Over the last decade, AUGs have successfully been used to carry out regional deployments to conduct scientific expeditions throughout the Earth's Ocean. Through the Challenger Glider Mission, coordinated flights covering 128,000 kilometers are planned around the five ocean basins. A range of international institutions and agencies can participate in the mission using interactive tools developed by the U.S. Integrated Ocean Observing System (IOOS) and the education outreach tools of the U.S. National Science Foundation's (NSF) Ocean Observing Initiative (OOI). These interactive tools are programmed to display real time glider data with interactive browser-based access, enabling student participation in global ocean exploration and predictive skill experiments. During the summer of 2015, student research teams participated in the second leg of the South Atlantic Challenger Glider Mission (named RU29). The aim is to show the usefulness of RU29's in situ datasets in ocean forecasting by comparing salinity, temperature, and sea surface current observations to the predictive readings of ocean models (RTOFS, MyOcean) and data generated by the Argo Float program. The students' involvement contributes to the assessment of current scientific and oceanographic models, courtesy of the Challenger Glider Mission.","PeriodicalId":403976,"journal":{"name":"OCEANS 2015 - MTS/IEEE Washington","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127163396","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Communicating oil spill science 传播溢油科学
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7404573
S. Gilbert, B. Prueitt, L. Hotaling, T. Greely, S. Murawski, D. Hollander
The Center for the Integrated Modeling and Analysis of the Gulf Ecosystem I and II (C-IMAGE I and II) are two of fourteen centers funded by the Gulf of Mexico Research Initiative (GoMRI) investigating the shortand long-term impacts of submarine oil spills on the Gulf of Mexico Ecosystem. C-IMAGE researchers represent twenty institutions from six countries while having expertise in all oceanographic disciplines. Incorporating strong field, laboratory, and modeling components in C-IMAGE research allows opportunities for a variety of engaging education and outreach activities. Since 2011, CIMAGE has produced seven podcasts, hosted eight Teachers At Sea which included Skype ship to-shore sessions, presented new discoveries to the public at localized venues, and broadened its reach using partnerships at Public Radio International (PRI), the Public Radio Exchange (PRX), GoMRI, and SeaGrant. This paper describes C-IMAGE's outreach efforts in detail while providing a look ahead to activities planned over the next three years.
海湾生态系统综合建模和分析中心I和II (C-IMAGE I和II)是由墨西哥湾研究倡议(GoMRI)资助的14个中心中的两个,研究海底石油泄漏对墨西哥湾生态系统的短期和长期影响。C-IMAGE的研究人员代表来自6个国家的20个机构,他们在所有海洋学学科方面都有专业知识。在C-IMAGE研究中结合强大的现场、实验室和建模组件,为各种引人入胜的教育和推广活动提供了机会。自2011年以来,CIMAGE已经制作了七个播客,主持了八个海上教师,其中包括Skype船到岸会议,在当地场地向公众展示了新的发现,并通过与国际公共广播电台(PRI),公共广播交易所(PRX), GoMRI和SeaGrant的合作伙伴关系扩大了其影响力。本文详细介绍了C-IMAGE的外联工作,同时展望了未来三年计划开展的活动。
{"title":"Communicating oil spill science","authors":"S. Gilbert, B. Prueitt, L. Hotaling, T. Greely, S. Murawski, D. Hollander","doi":"10.23919/OCEANS.2015.7404573","DOIUrl":"https://doi.org/10.23919/OCEANS.2015.7404573","url":null,"abstract":"The Center for the Integrated Modeling and Analysis of the Gulf Ecosystem I and II (C-IMAGE I and II) are two of fourteen centers funded by the Gulf of Mexico Research Initiative (GoMRI) investigating the shortand long-term impacts of submarine oil spills on the Gulf of Mexico Ecosystem. C-IMAGE researchers represent twenty institutions from six countries while having expertise in all oceanographic disciplines. Incorporating strong field, laboratory, and modeling components in C-IMAGE research allows opportunities for a variety of engaging education and outreach activities. Since 2011, CIMAGE has produced seven podcasts, hosted eight Teachers At Sea which included Skype ship to-shore sessions, presented new discoveries to the public at localized venues, and broadened its reach using partnerships at Public Radio International (PRI), the Public Radio Exchange (PRX), GoMRI, and SeaGrant. This paper describes C-IMAGE's outreach efforts in detail while providing a look ahead to activities planned over the next three years.","PeriodicalId":403976,"journal":{"name":"OCEANS 2015 - MTS/IEEE Washington","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129123955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A joint linear-analog network coding based protocol for data transfer in underwater acoustic networks 一种基于联合线性模拟网络编码的水声网络数据传输协议
Pub Date : 2015-10-01 DOI: 10.23919/OCEANS.2015.7404378
Xiaobo Zhao, Xiaohong Shen, Haiyan Wang, Weigang Bai, Ruiqin Zhao
In underwater acoustic networks, the objective that researchers are pursuing is establishing a network with high reliability, high throughput and low energy consumption. Network coding can enhance reliability and throughput of network. Moreover, the throughput of network will be significantly improved by analog network coding. Accordingly, with higher reliability and higher throughput, the energy consumption will be lower. In this paper, the linear network coding and analog network coding are combined creatively. Besides, a SNR estimation algorithm is used to choose packets instead of choosing packets randomly for decoding. Afterwards, for taking advantage of the redundant packets better, packets are refreshed via bit-by-bit comparison. At last, we present numerical experiments to evaluate the performance of this scheme.
在水声网络中,研究人员追求的目标是建立一个高可靠性、高吞吐量和低能耗的网络。网络编码可以提高网络的可靠性和吞吐量。此外,模拟网络编码将显著提高网络的吞吐量。因此,更高的可靠性和更高的吞吐量将降低能耗。本文创造性地将线性网络编码与模拟网络编码相结合。此外,采用信噪比估计算法来选择数据包,而不是随机选择数据包进行解码。然后,为了更好地利用冗余报文,通过逐位比较对报文进行刷新。最后,通过数值实验验证了该方案的性能。
{"title":"A joint linear-analog network coding based protocol for data transfer in underwater acoustic networks","authors":"Xiaobo Zhao, Xiaohong Shen, Haiyan Wang, Weigang Bai, Ruiqin Zhao","doi":"10.23919/OCEANS.2015.7404378","DOIUrl":"https://doi.org/10.23919/OCEANS.2015.7404378","url":null,"abstract":"In underwater acoustic networks, the objective that researchers are pursuing is establishing a network with high reliability, high throughput and low energy consumption. Network coding can enhance reliability and throughput of network. Moreover, the throughput of network will be significantly improved by analog network coding. Accordingly, with higher reliability and higher throughput, the energy consumption will be lower. In this paper, the linear network coding and analog network coding are combined creatively. Besides, a SNR estimation algorithm is used to choose packets instead of choosing packets randomly for decoding. Afterwards, for taking advantage of the redundant packets better, packets are refreshed via bit-by-bit comparison. At last, we present numerical experiments to evaluate the performance of this scheme.","PeriodicalId":403976,"journal":{"name":"OCEANS 2015 - MTS/IEEE Washington","volume":"79 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123709270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
OCEANS 2015 - MTS/IEEE Washington
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1