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Data driven algorithms to tune physical layer parameters of an underwater communication link 调整水下通信链路物理层参数的数据驱动算法
Pub Date : 2010-05-24 DOI: 10.1109/OCEANSSYD.2010.5603618
S. Shankar, M. Chitre, Melani Jayasuria
The design of a communication system is closely linked to assumptions about the nature of the channel. A vast majority of the components of a modern communication system are implemented in software, affording us the ability to fine tune their parameters during operation. The objective for tuning the parameters could be to optimize data rates, protect against errors, minimize power, and so on. If the physics of the channel is completely known, it is possible to determine the values of these parameters for a given objective. However in practice, it is quite difficult to know the state of the channel completely. The parameters usually interact with each other, so tuning them in isolation is often not possible. We present a data driven approach for tuning the physical layer parameters of a communication link to optimize data rates, assuming the channel remains static over the course of a file transfer. Our approach does not need any knowledge of the physics of the channel. We illustrate the application of our approach in the context of an underwater communication link.
通信系统的设计与信道性质的假设密切相关。现代通信系统的绝大多数组件都是在软件中实现的,这使我们能够在运行期间微调其参数。调优参数的目标可能是优化数据速率、防止错误、最小化功耗,等等。如果通道的物理特性完全已知,就有可能确定给定目标的这些参数的值。然而在实际操作中,要完全了解信道的状态是相当困难的。这些参数通常相互作用,因此单独调优它们通常是不可能的。我们提出了一种数据驱动的方法,用于调整通信链路的物理层参数以优化数据速率,假设通道在文件传输过程中保持静态。我们的方法不需要任何海峡物理知识。我们说明了我们的方法在水下通信链路的背景下的应用。
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引用次数: 11
Mapping the fish fry feeding prism in a saltmarsh-estuary ecotone 盐沼-河口交错带鱼苗摄食棱柱图绘制
Pub Date : 2010-05-24 DOI: 10.1109/OCEANSSYD.2010.5603944
D. Ogburn, Thomas Q. Zeng
It is a common understanding that coastal wetland plays an important role in marine fisheries recruitment. However, mechanistic detail of the processes that link the two ecosystems is not well defined. This study aims to describe and map ecological landscape features of a saltmarsh-estuary ecotone at the entrance to Mambo Creek in Salamander Bay, at Port Stephens, on the southeast coast of Australia. The creek drains from 175 ha of estuarine-freshwater area which forms part of the Tomaree Wetland complex. Based on field surveyed data and GIS analysis, a dynamical system is depicted of a tidal salt-wedge that results from the interaction of the wetland and estuary water. The creek entrance lies inside the extensive Posidonia seagrass beds of Salamander Bay. It is constricted by a shallow sandbar at the entrance and is fringed by mangroves that stabilize the creek channel. Analysis of the ebb-tide outflow from the wetland shows it contains micro-particles (10–100 µm diameter) at densities >20,000 particles ml−1, high levels of H2S, low pH, lows-alinity and low dissolved oxygen and is thus adverse for most fish fry. In the vicinity of the entrance channel to the creek: i) the outflow from the wetland forms a tidal salt wedge and disperses across the water surface where it meets denser saline estuary water; ii) the micro-particles sink out of the surface layer at the tip of the salt wedge in a sharp, readily observable boundary, due to flocculation effects. At this boundary or ecotone, the continuous presence of a “feeding prism” which contains very large numbers of at least three species of marine fish fry <20 mm total length, particularly in warmer months, was observed. The fry remain only within this creek area and feed on the ad-libitum supply of outwelling wetland micro-food particles while swimming in near oceanic condition water below the salt wedge; iii) the seston material varies with season; in warmer months it is principally a mixture of purple and green bacteria coated micro-particles and in cooler months detritus predominates; iv) the location of the halocline is dynamic and is related to the morphology of the creek and tide; and, v) the creek entrance also contains a deeper area in which small numbers of large apparently gravid fish were regularly observed. The fish fry aggregations are mapped in relation to the halocline in space and time during summer and winter seasons and linked to tidal sea-level and the morphology of the creek. The authors suggest the “feeding prism” ecotone is an important link between wetland process functions and marine fish recruitment for at least three commercially and recreationally important coastal fish species and perhaps others. It is this ecotone that needs to be considered as a focus of management measures and environmental impact assessment associated with adjoining developments and landscape modifications that may affect coastal processes in the vicinity of the creek. For example, the sand-dune syst
滨海湿地在海洋渔业招聘中发挥着重要作用,这是一个共识。然而,连接这两个生态系统的过程的机械细节还没有很好地定义。本研究旨在描述和绘制澳大利亚东南海岸斯蒂芬斯港蝾螈湾曼博溪入口盐沼河口交错带的生态景观特征。这条小溪从175公顷的河口淡水区流出,这是Tomaree湿地综合体的一部分。基于野外调查资料和GIS分析,描述了湿地与河口水相互作用形成的潮汐盐楔的动力系统。小溪入口位于蝾螈湾广阔的波西多尼亚海草床内。它被入口处的浅沙洲所束缚,周围是稳定河道的红树林。对湿地退潮流出物的分析表明,其中含有微颗粒(10-100 μ m直径),密度>20,000颗粒ml - 1,高浓度H2S,低pH值,低碱度和低溶解氧,因此对大多数鱼苗不利。在河口通道附近:i)从湿地流出的水形成潮汐盐楔,并在水面上扩散,在那里遇到密度更大的含盐河口水;Ii)由于絮凝作用,微粒在盐楔尖端的表层以一个尖锐的、易于观察的边界向外沉降。在这个边界或过渡带,观察到持续存在一个“喂食棱镜”,其中包含大量至少三种总长度<20毫米的海洋鱼苗,特别是在温暖的月份。鱼苗在盐楔下近海洋状态的水中游动时,只停留在这片小溪区域内,取食外溢湿地微食物颗粒的随意供应;Iii)面料随季节变化;在温暖的月份,它主要是紫色和绿色细菌包裹的微粒的混合物,在凉爽的月份,碎屑占主导地位;Iv)盐斜的位置是动态的,与小溪和潮汐的形态有关;而且,5)小溪入口也包含一个较深的区域,在那里经常观察到少量明显怀孕的大型鱼。在夏季和冬季,鱼苗聚集在空间和时间上与盐斜有关,并与潮汐海平面和小溪的形态有关。作者认为,“喂食棱镜”过渡带是湿地过程功能和海洋鱼类招聘之间的重要纽带,至少有三种重要的商业和娱乐沿海鱼类,也许还有其他鱼类。正是这个过渡带需要被视为管理措施和环境影响评估的重点,这些措施和环境影响评估与毗邻的开发和景观修改有关,这些开发和景观修改可能会影响小溪附近的沿海进程。例如,曼博湿地周围的沙丘系统提供了一个淡水含水层水库,通过降水补充,并随着时间的推移排放到低洼的盐沼中。
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引用次数: 2
Seabed topographic contour match based on angle code technique 基于角度编码技术的海底地形等高线匹配
Pub Date : 2010-05-24 DOI: 10.1109/OCEANSSYD.2010.5603548
Hongmei Zhang, Jianhu Zhao, Kun Yang, Chunhe Tian
Seabed topographic match is a very important work for fulfilling the blend of different-source sounding data and the underwater positioning and navigation. Contour match is a classic method for the seabed topographic match. However, the traditional contour match algorithm will lead to obvious time consuming and mismatch, especially in the longer contour match. Thus, a kind of contour match algorithm based on angle code technique is presented and studied in this paper. Firstly, the principle of this match method is detailed. Then some key problems are studied, and the matching procedure is given out. Besides, the method was used for a simulation experiment of underwater topographic matching navigation, the satisfying results are achieved.
海底地形匹配是实现多源测深数据融合和水下定位导航的一项重要工作。等高线匹配是海底地形匹配的一种经典方法。然而,传统的轮廓匹配算法会导致明显的耗时和不匹配,特别是在较长的轮廓匹配中。为此,本文提出并研究了一种基于角度编码技术的轮廓匹配算法。首先,详细介绍了该匹配方法的原理。然后对关键问题进行了研究,给出了相应的匹配步骤。并将该方法用于水下地形匹配导航仿真实验,取得了满意的效果。
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引用次数: 0
Performance assessment of sonar-system networks for anti-submarine warfare 用于反潜作战的声纳系统网络性能评估
Pub Date : 2010-05-24 DOI: 10.1109/OCEANSSYD.2010.5603584
J. Thredgold, M. Fewell, S. Lourey, H. Vu
This paper describes a study of the effect of networking active sonars on tracking performance in a scenario with explicit inclusion of false detections, using two false-detection models and detection-probability curves with two levels of tailing. We compare the tracking performance when sonars share detections (centralized tracking) with the performance when sonars share tracks (distributed tracking). Provided that the sonar layout and detection probabilities are such that multiple sonars have a reasonable probability of obtaining detections from a target, we show that centralized tracking decreases the time to confirm a track on a target and improves the continuity of the target track, but increases the false track rate. Results for other metrics are also presented.
本文利用两种假检测模型和两级尾尾的检测概率曲线,研究了在明确包含假检测的情况下,网络化有源声纳对跟踪性能的影响。我们比较了声纳共享检测(集中式跟踪)和声纳共享航迹(分布式跟踪)的跟踪性能。在声纳布局和探测概率使得多声纳对同一目标的探测概率合理的情况下,集中跟踪减少了对目标的航迹确认时间,提高了目标航迹的连续性,但增加了误航迹率。本文还介绍了其他指标的结果。
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引用次数: 1
Evaluation of small models of ceramic housings for 11,000 m ocean bottom seismometers 11000米海底地震仪陶瓷外壳小模型的评价
Pub Date : 2010-05-24 DOI: 10.1109/OCEANSSYD.2010.5603878
K. Asakawa, Makoto Ito, T. Hyakudome
We have designed and produced small models of ceramic pressure housings for use in a free-fall floating ocean-bottom seismometer that is useful at up to 11,000 m water depth. We also present a new design method of plural through-holes for underwater connectors on ceramic hemispheres. Its design concept and the results of finite element analysis (FEA) are presented along with results of hydraulic pressure tests using 1/4-scale models. Actual-size ceramic pressure housing will be completed soon.
我们设计并生产了小型陶瓷压力外壳模型,用于自由落体浮动海底地震仪,可用于高达11,000米的水深。提出了一种新型陶瓷半球形水下连接器的复数通孔设计方法。介绍了其设计思路和有限元分析结果,以及1/4模型水压试验结果。实际尺寸的陶瓷压力外壳将很快完成。
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引用次数: 4
Near-optimal collecting data strategy based on ordinary Kiriging variance 基于普通kirriging方差的近最优数据采集策略
Pub Date : 2010-05-24 DOI: 10.1109/OCEANSSYD.2010.5603542
Xinke Zhu, Jiancheng Yu, Shenzhen Ren, Xiaohui Wang
When monitoring spatial phenomena, we are not just interested in measurements at sensed locations but also at locations where no sensors were placed. To estimate the scalar field where no sensors are deployed, we need to interpolate the data. We are interested in how the best sampling design is to be found and best used to draw conclusions about the field as whole. First of all, a performance metric is defined to quantify how well the sampling network collecting data in a given region. Secondly, near-optimal collecting data strategy proposed minimizes the integral of the Kriging variance over the area of interest. Thirdly, several approaches proposed make the optimization more computationally efficient. Finally, the proposed methods are verified respectively by simulation.
在监测空间现象时,我们不仅对传感位置的测量感兴趣,而且对没有放置传感器的位置也感兴趣。为了估计没有部署传感器的标量场,我们需要插值数据。我们感兴趣的是如何找到最好的抽样设计,并最好地用于得出关于整个领域的结论。首先,定义了一个性能指标来量化采样网络在给定区域内收集数据的效果。其次,提出的近最优收集数据策略使克里格方差在感兴趣区域上的积分最小。第三,提出的几种方法使优化的计算效率更高。最后,分别通过仿真对所提方法进行了验证。
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引用次数: 4
Behavior-based planning and prosecution architecture for Autonomous Underwater Vehicles in Ocean Observatories 海洋观测站自主水下航行器基于行为的规划和起诉架构
Pub Date : 2010-05-24 DOI: 10.1109/OCEANSSYD.2010.5603896
Arjuna Balasuriya, S. Petillo, H. Schmidt, M. Benjamin
This paper discusses the autonomy framework proposed for the mobile instruments such as Autonomous Underwater Vehicles (AUVs) and gliders. Paper focuses on the challenges faced by these clusters of mobile platform in executive tasks such as adaptive sampling in the hostile underwater environment. Collaborations between these mobile instruments are essential to capture the environmental changes and track them for time-series analysis. This paper looks into the challenges imposed by the underwater communication infrastructure and presents the nested autonomy architecture as a solution to overcome these challenges. The autonomy architecture is separated from the low-level control architecture of these instruments, which is called the ‘backseat driver’. The back-seat driver paradigm is implemented on the Mission Oriented Object Suite (MOOS) developed at MIT. The autonomy is achieved by generating multiple behaviors (multiple objective functions) linked to the internal state of the platform as well as the environment. Optimization engine called the MOOS-IvP is used to pick the best action for the given instance based on the mission at hand. At sea operational scenarios and results are presented to demonstrate the proposed autonomy architecture for Ocean Observatory Initiative (OOI).
本文讨论了自主水下航行器(auv)和滑翔机等移动设备的自主框架。本文重点研究了这些移动平台集群在恶劣水下环境下执行自适应采样等任务时所面临的挑战。这些移动仪器之间的合作对于捕捉环境变化并跟踪它们进行时间序列分析至关重要。本文研究了水下通信基础设施带来的挑战,并提出了嵌套自治架构作为克服这些挑战的解决方案。自动驾驶架构与这些仪器的低级控制架构(称为“后座驾驶员”)是分离的。后座驾驶员范例是在麻省理工学院开发的面向任务对象套件(MOOS)上实现的。自主性是通过生成与平台内部状态以及环境相关联的多个行为(多个目标函数)来实现的。称为MOOS-IvP的优化引擎用于根据手头的任务为给定实例选择最佳操作。提出了海洋观测倡议(OOI)的海上操作场景和结果,以演示拟议的自主架构。
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引用次数: 10
An operational system for the forecasting of oceanographic conditions in the Nazare Canyon area (W Portugal) 纳扎雷峡谷地区(葡萄牙西部)海洋学状况预报的操作系统
Pub Date : 2010-05-24 DOI: 10.1109/OCEANSSYD.2010.5603857
J. Vitorino, S. Larangeiro, Francisco Silva, J. Pinto, S. Almeida
We describe the development of an operational forecast system for the NAzare Canyon area (W Portugal) which is presently being conducted at Instituto Hidrografico (IHPT). The system integrates a number of numerical models aimed to simulate and forecasts the wave conditions, the circulation promoted in the canyon area by wind forcing, interactions with the deep sea circulation or tides, and the littoral processes. The forecast system is planned to make an extensive use of the real-time observations collected by multi-parametric platforms maintained by IH in the Nazare Canyon area as part being developed sic guidelines for preparing papers for conference proceedings.
我们描述了纳扎雷峡谷地区(葡萄牙西部)的业务预报系统的发展,该系统目前正在Hidrografico研究所(IHPT)进行。该系统集成了多个数值模式,旨在模拟和预测波浪条件、风强迫在峡谷地区促进的环流、与深海环流或潮汐的相互作用以及沿岸过程。该预报系统计划广泛利用国际卫生研究所在纳扎雷峡谷地区维持的多参数平台收集的实时观测资料,作为编写会议论文集文件的指导方针的一部分。
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引用次数: 1
Underwater acoustic sensor localization using a broadband sound source in uniform linear motion 采用均匀直线运动的宽带声源进行水声传感器定位
Pub Date : 2010-05-24 DOI: 10.1109/OCEANSSYD.2010.5603966
K. Lo, B. Ferguson
Acoustic sensors deployed on the sea floor can be localized using a broadband sound source travelling along a linear trajectory at a constant velocity and a constant depth below the sea surface. The absolute positions (X- and Y-coordinates) of the sensors are estimated in two steps, assuming that the XY-plane coincides with the (flat) sea surface. First, a local Cartesian x-y coordinate system is set up in such a way that, when the sensors and the moving source are projected onto the local xy-plane, its origin coincides with the projection of one of the sensors (called the reference sensor) and the x-axis is parallel to the projection of the source's linear trajectory which intersects the positive y-axis. The projection of the source trajectory onto the xy-plane is described by three motion parameters: the source speed together with the time and horizontal range at which the source is at the closest point of approach (CPA) to the reference sensor. The relative positions (x- and y-coordinates) of all other sensors, along with the three motion parameters, are estimated by measuring the temporal variation of the differential time-of-arrival (DTOA) of the signal emitted by the moving source at each pair of sensors and then minimizing the sum of the squared deviations of the noisy DTOA estimates from their predicted values over a sufficiently long period of time for all pairs of sensors. This relative position estimation assumes a priori knowledge of the source depth, the sensor depths and the side (either left or right) on which the source transits past the reference sensor. In the second step, the relative position estimate of each sensor is converted into an absolute position estimate by rotating the x- and y-axes by an angle equal to the source bearing at CPA, followed by a translational displacement determined by the absolute position of the reference sensor. The source bearing at CPA can be estimated if either the direction of travel of the source or the absolute position of another sensor is known. It can also be derived together with the absolute position of the reference sensor if the absolute position of the moving source is known as a function of time (e.g. from a GPS receiver attached to the source). The proposed sensor localization method is applied to real acoustic data recorded in a shallow water experiment where a small vessel travelled at a constant speed (at zero depth) past a wide-aperture linear horizontal array of eight hydrophones mounted 1 m above the sea bed. Assuming that the absolute positions of two of the sensors are known, the effectiveness of the method is verified by comparing the estimated absolute positions of the other six sensors with their nominal values.
部署在海底的声传感器可以使用沿线性轨迹以恒定速度和恒定深度在海面下传播的宽带声源进行定位。假设xy平面与(平坦的)海面重合,传感器的绝对位置(X坐标和y坐标)分两步估计。首先,建立一个局部笛卡尔x-y坐标系,当传感器和运动源投影到局部x平面上时,其原点与其中一个传感器(称为参考传感器)的投影重合,x轴平行于源的线性轨迹投影,该投影与正y轴相交。源轨迹在xy平面上的投影由三个运动参数来描述:源速度、时间和源与参考传感器最近接近点(CPA)的水平范围。所有其他传感器的相对位置(x坐标和y坐标)以及三个运动参数,通过测量每对传感器上运动源发出的信号的差分到达时间(DTOA)的时间变化来估计,然后在足够长的时间内对所有对传感器最小化噪声DTOA估计与预测值的平方偏差之和。这种相对位置估计假定先验地知道源深度、传感器深度和源经过参考传感器的一侧(左边或右边)。第二步,将每个传感器的相对位置估计值转换为绝对位置估计值,将x轴和y轴旋转一个与源在CPA处的方位相等的角度,然后由参考传感器的绝对位置确定一个平移位移。如果已知源的移动方向或另一个传感器的绝对位置,则可以估计CPA处的源方位。如果移动源的绝对位置是已知的时间函数(例如,从附在源上的GPS接收器),它也可以与参考传感器的绝对位置一起导出。所提出的传感器定位方法应用于在浅水实验中记录的真实声学数据,在浅水实验中,一艘小型船只以恒定速度(零深度)通过安装在海床上方1m处的八个水听器的大孔径线性水平阵列。假设其中两个传感器的绝对位置已知,通过比较其他六个传感器的估计绝对位置与其标称值来验证该方法的有效性。
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引用次数: 7
Forward looking sonar data simulation through tube tracing 通过管迹模拟前视声纳数据
Pub Date : 2010-05-24 DOI: 10.1109/OCEANSSYD.2010.5603867
D. Guériot, C. Sintes
Simulating realistic sonar data is crucial for tuning detection and classification algorithms according to environment and acquisition characteristics. Moreover, robustness of performances estimation and prediction applications can be greatly enhanced as soon as such a simulation tool provides both a modular underwater world representation (multiple sensors, environments and acquisition conditions) and a selection of several computational engines (ray theory, parabolic equation, …). Therefore, we developed such a framework for simulators, allowing both scene design and computational engine choice. Within it, two engines (one for rays, one for tubes) has been successfully implemented and realistic simulations obtained, as shown in the presented simulated sonar images. This paper introduces the simulation of a new imaging sensor (DIDSON acoustic camera) showing the extensibility of the proposed framework while providing realistic and specific front-looking simulated images. Moreover, in order to bypass the scene resolution given by the facet sizes, some georeferenced perturbations are introduced in order to model sub-facet behaviors and produce more realistic responses from the scene with micro and macro textures on the output images.
模拟真实声纳数据对于根据环境和采集特性调整检测和分类算法至关重要。此外,只要这种仿真工具提供模块化的水下世界表示(多个传感器、环境和采集条件)和几种计算引擎(射线理论、抛物方程等),性能估计和预测应用程序的鲁棒性就可以大大增强。因此,我们为模拟器开发了这样一个框架,允许场景设计和计算引擎选择。其中成功实现了两个引擎(一个用于射线,一个用于管),并获得了真实的仿真结果,如图所示的模拟声纳图像。本文介绍了一种新型成像传感器(DIDSON声学相机)的仿真,显示了所提出框架的可扩展性,同时提供了逼真和特定的前视模拟图像。此外,为了绕过由面尺寸给出的场景分辨率,引入了一些地理参考扰动,以模拟子面行为,并在输出图像上产生具有微观和宏观纹理的场景更真实的响应。
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引用次数: 9
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