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Inter-program communication protocol for operation of six-legged subsea walking robot CR200 六足水下行走机器人CR200运行的程序间通信协议
Pub Date : 2014-09-01 DOI: 10.1109/OCEANS.2014.7003100
Bang-hyun Kim, H. Shim, B. Jun, Pan-Mook Lee
This paper presents a communication protocol among operating programs for the CR200, which is 200m-class subsea walking robot with six legs. The number of operating programs is twelve. We have developed six essential programs, which exchange data using designed message protocol through Ethernet. The inter-program communication protocol includes message frame form, message type, transmission process, reception process, and communication sequence. The message frame is divided into header area and data area. The size of header area is two bytes and the length of data area is variable. First byte of header is start-of-frame delimiter, next two bytes indicates the length of data area, and last byte is for message type. There is no error check area because Ethernet communication protocol basically supports error check. Transmission process and reception process varies depending on message type. Some programs only run after valid interaction with other program by specified communication sequence. The protocol mechanism is simple but it was enough to operate the CR200. We successfully finished basin test of the CR200 in April 2014. Subsequently, the CR200 deployed in Sewol ferry disaster site and it supported search operation for three weeks.
介绍了200米级六足水下行走机器人CR200各操作程序之间的通信协议。操作程序的数量是12个。我们开发了六个基本的程序,通过以太网使用设计的消息协议进行数据交换。程序间通信协议包括消息帧形式、消息类型、传输过程、接收过程和通信顺序。消息框分为报头区和数据区。头区大小为两个字节,数据区长度是可变的。报头的第一个字节是帧开始分隔符,接下来的两个字节表示数据区域的长度,最后一个字节表示消息类型。没有错误检查区域,因为以太网通信协议基本上支持错误检查。根据消息类型不同,发送过程和接收过程也不同。有些程序只有在通过指定的通信顺序与其他程序进行有效交互后才能运行。协议机制很简单,但足以操作CR200。2014年4月,我们成功完成了CR200的盆地试验。随后,CR200被派往世越号事故现场,支援了3周的搜索工作。
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引用次数: 1
Evaluation of Q-learning for search and inspect missions using underwater vehicles 利用水下航行器进行搜索和检查任务的q -学习评估
Pub Date : 2014-09-01 DOI: 10.1109/OCEANS.2014.7003088
G. Frost, D. Lane
An application for offline Reinforcement Learning in the underwater domain is proposed. We present and evaluate the integration of the Q-learning algorithm into an Autonomous Underwater Vehicle (AUV) for learning the action-value function in simulation. Three separate experiments are presented. The first compares two search policies: the ε - least visited, and random action, with respect to convergence time. The second experiment presents the effect of the learning discount factor, gamma, on the convergence time of the ε - least visited search policy. The final experiment is to validate the use of a policy learnt offline on a real AUV. This learning phase occurs offline within the continuous simulation environment which had been discretized into a grid-world learning problem. Presented results show the system's convergence to a global optimal solution whilst following both sub-optimal policies during simulation. Future work is introduced, after discussion of our results, to enable the system to be used in a real world application. The results presented, therefore, form the basis for future comparative analysis of the necessary improvements such as function approximation of the state space.
提出了离线强化学习在水下领域的应用。我们提出并评估了将q -学习算法集成到自主水下航行器(AUV)中,用于模拟中动作值函数的学习。提出了三个独立的实验。第一个比较了两种搜索策略:ε -最少访问和随机行为,相对于收敛时间。第二个实验展示了学习折扣因子(gamma)对ε -最小访问搜索策略收敛时间的影响。最后的实验是验证离线学习策略在真实AUV上的使用。这一学习阶段发生在连续仿真环境下的离线状态下,该环境被离散化为网格世界的学习问题。仿真结果表明,系统在遵循两个次优策略的同时收敛到全局最优解。在讨论了我们的结果之后,介绍了未来的工作,以使系统能够在现实世界的应用中使用。因此,所提出的结果为将来对必要的改进(如状态空间的函数逼近)进行比较分析奠定了基础。
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引用次数: 5
Some marine trial results of a new method for AUV trajectory motion control 一种新的水下航行器运动轨迹控制方法的海上试验结果
Pub Date : 2014-09-01 DOI: 10.1109/OCEANS.2014.7003191
V. Filaretov, D. Yukhimets, E. Mursalimov, A. Scherbatyuk, I. Tuphanov
Some results of a new tracking control method investigation using an autonomous underwater vehicle (AUV) is considered in this paper. This method involves additional loops for automatic program signals generation in AUV control system (CS). The work of these additional loops provides the AUV motion along the desired spatial trajectory with high velocity and desired accuracy. The features of the proposed CS realization and results of experimental researches are presented.
本文考虑了一种基于自主水下航行器(AUV)的新型跟踪控制方法的研究结果。该方法涉及到AUV控制系统(CS)中自动程序信号生成的附加回路。这些附加回路的工作提供了AUV沿着期望的空间轨迹运动,具有高速度和期望的精度。介绍了所提出的CS实现的特点和实验研究结果。
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引用次数: 8
Mosaics for Nephrops detection in underwater survey videos 水下测量视频中肾病检测的马赛克
Pub Date : 2014-09-01 DOI: 10.1109/OCEANS.2014.7003142
Ken Sooknanan, J. Doyle, C. Lordan, James Wilson, A. Kokaram, D. Corrigan
Harvesting the commercially significant lobster, Nephrops norvegicus, is a multimillion dollar industry in Europe. Stock assessment is essential for maintaining this activity but it is conducted by manually inspecting hours of underwater surveillance videos. To improve this tedious process, we propose an automated procedure. This procedure uses mosaics for detecting the Nephrops, which improves visibility and reduces the tedious video inspection process to the browsing of a single image. In addition to this novel application approach, key contributions are made for handling the difficult lighting conditions in these kinds of videos. Mosaics are built using 1-10 minutes of footage and candidate Nephrops regions are selected using image segmentation based on local image contrast and colour features. A K-Nearest Neighbour classifier is then used to select the respective Nephrops from these candidate regions. Our final decision accuracy at 87.5% recall and precision shows a corresponding 31.5% and 79.4% improvement compared with previous work [1].
在欧洲,捕捞具有重要商业价值的龙虾是一项价值数百万美元的产业。种群评估对于维持这一活动至关重要,但它是通过人工检查数小时的水下监视录像来进行的。为了改进这个繁琐的过程,我们提出了一个自动化的程序。该程序使用马赛克来检测肾结石,这提高了可见性,并减少了繁琐的视频检查过程,只需浏览单个图像。除了这种新颖的应用方法外,还为处理这些类型视频中的困难照明条件做出了关键贡献。使用1-10分钟的镜头构建马赛克,并使用基于局部图像对比度和颜色特征的图像分割选择候选肾区。然后使用k近邻分类器从这些候选区域中选择相应的肾点。我们最终的决策准确率为87.5%,查全率和查准率分别比之前的工作[1]提高了31.5%和79.4%。
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引用次数: 3
Improvement of directional wave information and quality control before real-time telemetry of heave-pitch-roll metocean buoys 纵摇气象浮标实时遥测前的定向波信息改进与质量控制
Pub Date : 2014-09-01 DOI: 10.1109/OCEANS.2014.7003276
Henrique P. P. Pereira, C. Ribeiro, F. Carvalho, Luiz F. Moraes, R. M. Campos
The transmission of metocean data collected in real-time is essential for marine operations. Due to the high cost associated with satellite communication, the complete characterization of sea state is impaired. The moderns single boards computers, enables the development of dedicated modules for processing and quality control of the collected series, allowing to perform more complex tasks and transmitting additional information relevant to the characterization of sea states. The main goals of this work is to increase the reliability of real-time data, transmitted by heave-pitch-roll buoys and verify the efficiency of a single board computer to execute the traditional wave processing by Longuet-Higgins and DAAT, including automatic quality control. This new wave data processing system allows a deeper evaluation of the information that can characterize a sea state of a time series that was stored inside the buoy and was not transmitted in real-time.
实时收集的海洋气象数据的传输对海洋作业至关重要。由于卫星通信的高成本,对海况的全面表征受到了损害。现代单板计算机能够开发用于收集系列的处理和质量控制的专用模块,允许执行更复杂的任务并传输与海况表征相关的附加信息。这项工作的主要目标是提高由纵摇浮标传输的实时数据的可靠性,并验证单板计算机执行Longuet-Higgins和DAAT传统波浪处理的效率,包括自动质量控制。这种新的波浪数据处理系统可以对存储在浮标内的时间序列的海况特征信息进行更深入的评估,这些信息不是实时传输的。
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引用次数: 2
Steering performance test of underwater mining robot 水下采矿机器人转向性能试验
Pub Date : 2014-09-01 DOI: 10.1109/OCEANS.2014.7003042
T. Yeu, Sukmin Yoon, Sup Hong, Hyung-Woo Kim, Chang-ho Lee, Jin-Ho Kim, Cheon-hong Min, Jong-Su Choi
A pilot-scale mining robot for manganese nodule has been developed by KRISO (Korea Research Institute of Ships and Ocean Engineering) in 2012. The robot consists of two unit-modules having an identical mechanical and hydraulic configuration. Each unit module has two tracks, two pick-up devices with attitude control devices, two crushers, one discharging pump, and hydraulic system. In 2013, Sea-trial has been performed at 130m depth in the east sea of South Korea. To strictly keep and follow the pre-defined complex path with a constant forward speed, steering characteristics of the mining robot are required. To know the characteristics of the robot, steering performance test was executed with appointed steering ratios. Also, for the reliable driving of the robot, the velocity pattern of four-columns tracks is determined by numerical simulation. To actuate track motor as a commanded velocity, PI controller is designed from system identification method and gain tuning rule.
2012年,韩国船舶海洋工程研究院(KRISO)开发出了锰结核采矿机器人。该机器人由两个具有相同机械和液压结构的单元模块组成。每个单元模块有两条轨道,两个带姿态控制装置的拾取装置,两个破碎机,一个出料泵和液压系统。2013年,在韩国东海进行了130米深度的海上试验。为了严格保持和遵循预定的复杂路径,并保持恒定的前进速度,对采矿机器人的转向特性提出了要求。为了了解机器人的特性,在指定的转向比下进行了转向性能测试。为了保证机器人的可靠驱动,通过数值模拟确定了四柱履带的速度模式。从系统辨识方法和增益整定规则出发,设计了PI控制器,实现了轨道电机的指令速度驱动。
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引用次数: 2
Multipulse acoustic tomography: A new technique for mapping water temperatures 多脉冲声层析成像:一种测绘水温的新技术
Pub Date : 2014-09-01 DOI: 10.1109/OCEANS.2014.7003272
A. Goodney, Young H. Cho
Ocean acoustic tomography is a traveltime tomography technique that can be used to map the sound-speed field in a given region of water. Ocean acoustic tomography and other travel-time tomography techniques use the time-of-flight for a signal sent between a sender and receiver to infer information about the conditions of the region under study. Traditionally, such techniques assume that for each sender-receiver pair, one data point can be obtained from the time-of-flight: the average speed-of-sound along the path. In this paper we introduce multipulse acoustic tomography, a new travel-time tomography technique that uses a sequence of bi-directional pulses as the acoustic signal. By analyzing the difference in traveltime between pairs of pulses traveling in the same and opposite direction we can distribute the change in average speed-of-sound into sub-regions along the acoustic path. The result is a much more detailed picture of the distribution in speed-of-sound between a sender-receiver pair. Such a detailed distribution can be used to improve reconstruction techniques or to obtain high resolution results with fewer nodes. We present the system design and design constraints for multipluse acoustic tomography along with simulation results that show the technique can separate local speed-of-sound changes along an acoustic path from the average.
海洋声层析成像是一种走时层析成像技术,可用于绘制给定水域的声速场。海洋声学层析成像和其他旅行时间层析成像技术利用发送者和接收者之间发送的信号的飞行时间来推断所研究区域的情况。传统上,这种技术假设对于每一对发送接收器,可以从飞行时间中获得一个数据点:沿路径的平均声速。本文介绍了多脉冲声层析成像技术,这是一种利用一系列双向脉冲作为声信号的走时层析成像技术。通过分析相同方向和相反方向的脉冲对之间的走时差异,我们可以将平均声速的变化分布到沿声程的子区域中。其结果是一个更详细的图像,声速分布之间的发送接收器对。这种详细的分布可以用来改进重建技术或以更少的节点获得高分辨率的结果。我们提出了多重声层析成像的系统设计和设计约束,以及仿真结果,表明该技术可以将声路径上的局部声速变化与平均声速变化分离开来。
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引用次数: 0
Propeller wake wash for ice management 螺旋桨尾流洗冰管理
Pub Date : 2014-09-01 DOI: 10.1109/OCEANS.2014.7003216
T. Bastin, Abir Zubayer, B. Veitch, A. Akinturk, Jungyong Wang, Randy Billard
Propeller wake wash has been used effectively for ice management operations for years. The main uses of propeller wake wash include clearing pack ice and broken ice from protected installations and shipping channels. A numerical model of a propeller wake has been developed to simulate the effects of the wake, or jet, on ice pieces floating on the water surface. The propeller wake is modeled using the theory of horizontal round jets as well as empirical equations derived from previous experiments. The modification of the propeller jet due to the free surface is modeled using experimental results for round jets. A dynamic model of ice piece motion is used to simulate the action of the jet on ice pieces. Model predictions are compared to experimental results of pack ice subjected to propeller wake wash. The analysis shows that the model can be used to simulate the clearing of pack ice. The model was subsequently incorporated in a real time simulator to assess its performance in 3D rendered virtual environments.
螺旋桨尾流清洗已经有效地用于冰管理操作多年。螺旋桨尾流的主要用途包括清除受保护设施和航道上的浮冰和碎冰。建立了一个螺旋桨尾流的数值模型来模拟尾流或射流对漂浮在水面上的冰块的影响。利用水平圆射流理论和前人实验得出的经验方程对螺旋桨尾迹进行了建模。利用圆形射流的实验结果,模拟了自由表面对螺旋桨射流的影响。利用冰片运动的动力学模型模拟了射流对冰片的作用。将模型预测结果与实验结果进行了比较。分析表明,该模型可用于模拟浮冰的消融过程。该模型随后被纳入一个实时模拟器,以评估其在3D渲染虚拟环境中的性能。
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引用次数: 2
Orientation error analysis and compenstation of orthogonal array with two-dimension vector sensors 二维矢量传感器正交阵的方位误差分析与补偿
Pub Date : 2014-09-01 DOI: 10.1109/OCEANS.2014.7003246
Peng Han, Zhongge Zhang, Chao Ren, Grant L. Steven
In the application of underwater target orientation using two-dimensional differential pressure vector sensors, both the elements of the vector sensors and the compensation algorithm will introduce target orientation errors. In this paper, simulation results of these target orientation errors reveal that channel response inconsistency errors contribute much more influence to the orthogonal array compared with the SNR, the target incident angle, and the unit location displacement. Based on this observation, a compensation algorithm for orientation estimation error is proposed and testing results demonstrate the efficiency of the proposed algorithm.
在利用二维压差矢量传感器进行水下目标定向的应用中,矢量传感器的组成和补偿算法都会引入目标定向误差。本文对这些目标方位误差的仿真结果表明,与信噪比、目标入射角和单位位置位移相比,信道响应不一致误差对正交阵的影响更大。在此基础上,提出了一种姿态估计误差补偿算法,实验结果证明了该算法的有效性。
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引用次数: 0
Mass considerations for VIV driven cantilever beam and tethered buoy with internal pendulum 涡激振动驱动悬臂梁和内摆系留浮筒的质量考虑
Pub Date : 2014-09-01 DOI: 10.1109/OCEANS.2014.7003232
Wayne Liu, B. D'Angelo
For resonance driven energy harvesting devices, mass considerations play a critical role in matching structural resonant frequency to flow driven Vortex Induced Vibration (VIV) frequencies for optimized vibration inputs. In this paper, we present: 1) experimental data showing how mass ratio can sustain “lock-in” effects for a cylinder oscillator in roughly 1 m/s flows and 2) analytical computations showing the effect of buoy and pendulum mass on matching resonant frequency to VIV frequency.
对于共振驱动的能量收集装置,质量因素在匹配结构谐振频率和流动驱动的涡激振动(VIV)频率以优化振动输入方面起着至关重要的作用。在本文中,我们提出:1)实验数据显示了质量比如何维持圆柱振荡器在大约1m /s流速下的“锁定”效应;2)分析计算显示了浮标和钟摆质量对匹配谐振频率和VIV频率的影响。
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引用次数: 2
期刊
2014 Oceans - St. John's
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