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2010 2nd International Asia Conference on Informatics in Control, Automation and Robotics (CAR 2010)最新文献

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Optimal Resource Allocation for Fast Epidemic Monitoring in Networked Populations 网络人群中流行病快速监测的资源优化配置
P. D. Giamberardino, D. Iacoviello, F. Papa
The COVID-19 pandemic highlighted the fragility of the world in addressing a global health threat. The available resources of the pre-pandemic national health systems were inadequate to cope with the huge number of infected subjects needing health care and with the rapidity of the infection spread characterizing the COVID-19 outbreak. Indeed, an adequate allocation of the resources could produce in principle a strong reduction of the infection spread and of the hospital burden, preventing the collapse of the health system. In this work, taking inspiration from the COVID-19 and the difficulties in facing the emergency, an optimal problem of resource allocation is formulated on the basis of an ODE multi-group model composed by a network of SEIR-like submodels. The multi-group structure allows to differentiate the epidemic response of different populations or of various subgroups in the same population. In fact, an epidemic does not affect all populations in the same way, and even within the same population there can be epidemiological differences, like the susceptibility to the virus, the level of infectivity of the infectious subjects and the recovery from the disease. The subgroups are selected within the total population based on some peculiar characteristics, like for instance age, work, social condition, geographical position, etc., and they are connected by a network of contacts that allows the virus circulation within and among the groups. The proposed optimal control problem aims at defining a suitable monitoring campaign that is able to optimally allocate the number of swab tests between the subgroups of the population in order to reduce the number of infected patients (especially the most fragile ones) so reducing the epidemic impact on the health system. The proposed monitoring strategy can be applied both during the most critical phases of the emergency and in endemic conditions, when an active surveillance could be crucial for preventing the contagion rise.
2019冠状病毒病大流行凸显了世界在应对全球卫生威胁方面的脆弱性。大流行前国家卫生系统的现有资源不足以应对需要卫生保健的大量感染者,以及COVID-19疫情特征的感染传播速度。事实上,资源的适当分配原则上可以大大减少感染的传播和医院的负担,防止卫生系统的崩溃。本文以新冠肺炎疫情为启示,结合突发事件应对的困难,基于类seir子模型网络构成的ODE多组模型,提出了一个资源最优分配问题。多群体结构允许区分不同人群或同一人群中不同亚群体的流行病反应。事实上,流行病对所有人群的影响并不相同,即使在同一人群中,也可能存在流行病学上的差异,比如对病毒的易感性、受感染者的传染性水平以及从疾病中恢复的程度。这些子群体是根据年龄、工作、社会条件、地理位置等一些特殊特征在总人口中选出的,它们通过一个接触网络联系在一起,使病毒能够在群体内部和群体之间传播。所提出的最优控制问题旨在确定一种合适的监测运动,能够在人口的子群体之间最佳地分配拭子测试的数量,以减少感染患者的数量(特别是最脆弱的患者),从而减少流行病对卫生系统的影响。拟议的监测战略既可以应用于紧急情况的最关键阶段,也可以应用于流行情况,在这种情况下,主动监测对于防止传染上升至关重要。
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引用次数: 1
Generation and Quality Evaluation of a 360-degree View from Dual Fisheye Images 双鱼眼图像360度视角的生成和质量评价
María Flores, D. Valiente, J. Cabrera, Ó. Reinoso, L. Payá
: 360-degree views are beneficial in robotic tasks because they provide a compact view of the whole scenario. Among the different vision systems to generate this image, we use a back-to-back pair of fisheye lens cameras by Garmin (VIRB 360). The objectives of this work are twofold: generating a high-quality 360-degree view using different algorithms and performing an analytic evaluation. To provide a consistent evaluation and comparison of algorithms, we propose an automatic method that determines the similarity of the overlapping area of the generated views as regards a reference image, in terms of a global descriptor. These descriptors are obtained from one of the Convolutional Neural Network layers. As a result, the study reveals that an accurate stitching process can be achieved when a high number of feature points are detected and uniformly distributed in the overlapping area. In this case, the 360-degree view generated by the algorithm which employs the camera model provides more efficient stitching than the algorithm which considers the angular fisheye projection. This outcome demonstrates the wrong effects of the fisheye projection, which presents high distortion in the top and bottom parts. Likewise, both algorithms have been also compared with the view generated by the camera.
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引用次数: 0
Mutual Relative Localization in Heterogeneous Air-ground Robot Teams 异质空地机器人团队的相互相对定位
Samet Güler, I. Yildirim, H. Alabay
: Air and ground robots with distinct sensing characteristics can be combined in a team to accomplish de-manding tasks robustly. A key challenge in such heterogeneous systems is the design of a local positioning methodology where each robot estimates its location with respect to its neighbors. We propose a filtering-based relative localization algorithm for air-ground teams composed of vertical-take-off-and-landing drones and unmanned aerial vehicles. The team members interact through a sensing/communication mechanism rely-ing on onboard units, which results in a mutual connection between the air and ground components. Exploiting the supplementary features of omnidirectional distance sensors and monocular cameras, the framework can function in all environments without fixed infrastructures. Various simulation and experiment results verify the competency of our approach.
:具有不同传感特性的空中和地面机器人可以组合成一个团队,以强大地完成要求苛刻的任务。在这种异构系统中的一个关键挑战是局部定位方法的设计,其中每个机器人估计其相对于其邻居的位置。针对垂直起降无人机和无人机组成的地空团队,提出了一种基于滤波的相对定位算法。团队成员通过机载设备的传感/通信机制进行互动,从而实现空中和地面组件之间的相互连接。利用全方位距离传感器和单目摄像机的补充功能,该框架可以在没有固定基础设施的所有环境中运行。各种仿真和实验结果验证了该方法的有效性。
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引用次数: 1
Intelligent Thermal Accumulator Operation Control System based on Renewable Energy Sources 基于可再生能源的智能蓄热器运行控制系统
N. Tasmurzayev, B. Amangeldy, Y. Nurakhov, D. Akhmed-Zaki, Z. Baigarayeva
: In this paper, we consider the software and hardware implementation of an intelligent control system for optimal use of solar thermal energy and geothermal energy accumulator for heating and hot water supply of residential areas, multi-storey buildings, greenhouses with the highest possible efficiency. To achieve maximum results, the system complies with the Industry 4.0 concept and uses a multi-level management and monitoring structure such as Web dispatching, local and global system management and monitoring, cloud and local data storage, cloud and local management and monitoring, emergency notification and changes in the system via web technologies.
在本文中,我们考虑了智能控制系统的软件和硬件实现,以优化利用太阳能热能和地热能蓄能器,以最高的效率为住宅,多层建筑,温室供暖和热水供应。系统遵循工业4.0理念,采用Web调度、本地和全局系统管理和监控、云和本地数据存储、云和本地管理和监控、通过Web技术进行紧急通知和系统变更等多层次管理和监控结构,以达到最大的效果。
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引用次数: 0
Nonlinear Set-based Model Predictive Control for Exploration: Application to Environmental Missions 基于非线性集模型的勘探预测控制:在环境任务中的应用
A. Anderson, Javier G. Martin, N. Bouraqadi, L. Etienne, K. Langueh, L. Rajaoarisoa, G. Lozenguez, L. Fabresse, J. Maestre, E. Duviella
: Acquiring vast and reliable data of physicochemical parameters is critical to environment monitoring. In the context of water quality analysis, data collection solutions have to overcome challenges related to the scale of environments to be explored. Sites to monitor can be large or remote. These challenges can be approached by the use of Unmanned Vehicles (UVs). Robots provide both flexibility on intervention plans and technological methods for real-time data acquisition. Being autonomous, UVs can explore areas difficult to access or far from the shore. This paper presents a nonlinear Model Predictive Control (MPC) for UV-based exploration. The strategy aims to improve the data collection of physicochemical parameters with the use of an Unmanned Surface Vehicle (USV) targeting water quality analysis. We have performed simulations based on real field experiments with a SPYBOAT® on the Heron Lake in Villeneuve d’Ascq, France. Numerical results suggest that the proposed strategy outperforms the schedule of mission planning and exploration for large areas.
获取大量可靠的理化参数数据对环境监测至关重要。在水质分析的背景下,数据收集解决方案必须克服与待探索的环境规模相关的挑战。要监视的站点可以是大型的,也可以是远程的。这些挑战可以通过使用无人驾驶车辆(UVs)来解决。机器人提供了干预计划的灵活性和实时数据采集的技术方法。由于是自主的,uv可以探索难以进入或远离海岸的地区。提出了一种基于uv探测的非线性模型预测控制方法。该战略旨在通过使用针对水质分析的无人水面飞行器(USV)改进物理化学参数的数据收集。我们在法国Villeneuve d 'Ascq的Heron湖上进行了基于真实现场实验的SPYBOAT®模拟。数值计算结果表明,该策略在大范围内优于任务规划和勘探进度。
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引用次数: 1
Challenges of Autonomous In-field Fruit Harvesting and Concept of a Robotic Solution 自主田间水果收获的挑战和机器人解决方案的概念
Tim Tiedemann, F. Cordes, Matthis Keppner, Heiner Peters
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引用次数: 0
External Force Adaptive Compensator for Serial Manipulators 串行机械臂的外力自适应补偿
A. Demian, A. Klimchik
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引用次数: 0
Human Action Recognition using Convolutional Neural Network: Case of Service Robot Interaction 基于卷积神经网络的人类动作识别:以服务机器人交互为例
S. Kahlouche, M. Belhocine
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引用次数: 0
LMI Stability Condition for NCS with Packet Delay and Event-triggered Control 具有包延迟和事件触发控制的NCS LMI稳定性条件
M. S. Fadali
: This paper presents a controller design for networked control systems (NCS) with packet delay and event-triggered control. The total network delay is assumed to be an integer multiple of a fixed sampling period so that the overall system is time-varying with each model depending on the number of time delays. The design methodology is applicable to an arbitrary number of packet delays, regardless of whether the delays are random or deterministic. The methodology is applied to a simple example and Monte Carlo simulation results show that the controller stabilizes the NCS and is robust with respect to random variations in the sampling period and to changes in the probability of packet delays.
本文提出了一种具有分组延迟和事件触发控制的网络控制系统控制器设计。假设总网络延迟是固定采样周期的整数倍,因此整个系统随每个模型的时间变化,取决于时间延迟的数量。该设计方法适用于任意数量的数据包延迟,而不管延迟是随机的还是确定的。将该方法应用于一个简单的实例,蒙特卡罗仿真结果表明,该控制器能够稳定NCS,并且对采样周期的随机变化和包延迟概率的变化具有鲁棒性。
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引用次数: 0
Safe Robotized Polishing of Plastic Optical Fibers for Plasmonic Sensors 等离子体传感器用塑料光纤的安全机器人抛光
F. Arcadio, M. Costanzo, Giulio Luongo, L. Pellegrino, N. Cennamo, C. Natale
: Plastic optical fibers (POFs) biosensors are getting widespread in a number of application fields owing to their low cost, high performance, and for their extreme flexibility in terms of detection ability of a large number of specific substances in different matrices. A specific category of such sensors are those based on the surface plasmon resonance (SPR) phenomenon, which can be made very specific by suitable integration with a biological or chemical molecular recognition element (MRE), specifically designed for binding with the desired substance (the analyte). Despite the flexibility of the SPR-POF sensors, their production is still difficult to automate on a large scale because of the special polishing process of the plastic optical fiber. Such a process is currently performed by a human trained operator who rubs the surface of a short fiber segment against a sandpaper sheet by following an 8-shaped path while exerting a specific force in the direction normal to the contact surface. The present paper proposes the adoption of a collaborative robot programmed to perform the same task based on the data acquired from the human operator. To ensure the safe use of the robotic cell by operators who share the same workspace of the robot, the system is endowed with a workspace monitoring system that ensures the polishing task execution while minimizing the possible occurrence of collisions with human operators by suitable exploiting the kinematic redundancy of the robot.
塑料光纤(POFs)生物传感器由于其低成本、高性能以及在检测不同基质中大量特定物质方面的极大灵活性,在许多应用领域得到了广泛的应用。这类传感器的一个特定类别是基于表面等离子体共振(SPR)现象的传感器,它可以通过与生物或化学分子识别元件(MRE)的适当集成而非常具体,该元件专门设计用于与所需物质(分析物)结合。尽管SPR-POF传感器具有灵活性,但由于塑料光纤的特殊抛光工艺,其生产仍难以实现大规模自动化。这样的过程目前是由受过训练的人类操作员执行的,他通过沿着8形路径将短纤维段的表面摩擦在砂纸上,同时在与接触面垂直的方向施加特定的力。本文提出采用一种协作机器人程序来执行基于从人类操作员获得的数据的相同任务。为了保证共享同一工作空间的操作人员对机器人单元的安全使用,该系统配备了工作空间监控系统,通过适当利用机器人的运动冗余,保证抛光任务的执行,同时最大限度地减少与人类操作人员发生碰撞的可能性。
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引用次数: 1
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2010 2nd International Asia Conference on Informatics in Control, Automation and Robotics (CAR 2010)
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