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Fuzzy Logic Controller Design for PUMA 560 Robot Manipulator puma560机器人机械手模糊控制器设计
A. Said
The dynamic model of the robot manipulator contain from equations, these equations are nonlinear and contained from variations parameters due to variations in load, friction, and disturbance. The conventional computed torque (PD and PID) controllers are not highly suitable for nonlinear, complex, time-variant systems with delay. In this paper, the fuzzy logic controllers (FLC) has been used because it is efficient tools for control of nonlinear and uncertain parameters systems. This paper aims to design a fuzzy logic controller for position control of a PUMA 560 robot manipulator. Based on simulation results we conclude that the performance of the fuzzy logic controller in term of position tracking error in case of disturbance or load is better than the conventional computed torque (PD-CTC and PID-CTC) controllers.
机器人机械手的动力学模型包含from方程,这些方程是非线性的,并且包含由于负载、摩擦和扰动的变化而引起的参数变化。传统的计算转矩(PD和PID)控制器不太适用于具有延迟的非线性、复杂的时变系统。本文使用模糊逻辑控制器(FLC),因为它是控制非线性和不确定参数系统的有效工具。本文设计了一种用于PUMA560机器人位置控制的模糊逻辑控制器。基于仿真结果,我们得出结论,在扰动或负载情况下,模糊逻辑控制器在位置跟踪误差方面的性能优于传统的计算转矩(PD-CTC和PID-CTC)控制器。
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引用次数: 4
General concepts of multi-sensor data-fusion based SLAM 基于SLAM的多传感器数据融合的一般概念
J. Klečka, K. Horak, Ondrej Bostik
This paper is approaching a problem of Simultaneous Localization and Mapping (SLAM) algorithms focused specifically on processing of data from a heterogeneous set of sensors concurrently. Sensors are considered to be different in a sense of measured physical quantity and so the problem of effective data-fusion is discussed. A special extension of the standard probabilistic approach to SLAM algorithms is presented. This extension is composed of two parts. Firstly is presented general perspective multiple-sensors based SLAM and then thee archetypical special cases are discuses. One archetype provisionally designated as "partially collective mapping" has been analyzed also in a practical perspective because it implies a promising options for implicit map-level data-fusion.
本文讨论了一个同时定位和映射(SLAM)算法的问题,该算法专门用于同时处理来自异构传感器集的数据。传感器在测量物理量的意义上被认为是不同的,因此讨论了有效的数据融合问题。给出了标准概率方法对SLAM算法的特殊扩展。此扩展由两部分组成。首先给出了基于SLAM的多传感器通用视角,然后讨论了三个原型特例。一个被暂时指定为“部分集合映射”的原型也从实践的角度进行了分析,因为它暗示了隐式映射级数据融合的一个很有前途的选择。
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引用次数: 3
Control system design of duct cleaning robot capable of overcoming L and T-shaped ducts L型和t型风管清扫机器人控制系统设计
Myeong In Seo, Woo-jin Jang, Junhwan Ha, Kyong-Jun Park, Dong Hwan Kim
This study introduces the control method of duct cleaning robot that enables real-time position tracking and self-driving over L-shaped and T-shaped duct sections. The developed robot has three legs and is designed to flexibly respond to duct sizes. The position of the robot inside the duct is identified using the UWB communication module and the location estimation algorithm. Although UWB communication has relatively large distance error within the metal, the positional error was reduced by introducing appropriate filters to estimate the robot position accurately.  TCP/IP communication allows commands to be sent between the PC and the robot and to receive live images of the camera attached to the robot. Using Haar-like and classifiers, the robot can recognize the type of duct that is difficult to overcome, such as L-shaped and T-shaped duct, and it moves successfully inside the duct according to the corresponding moving algorithms.
本研究介绍了一种管道清扫机器人的控制方法,该方法可以实现l型和t型管道段的实时位置跟踪和自动驾驶。开发的机器人有三条腿,可以灵活地响应管道尺寸。利用超宽带通信模块和位置估计算法识别机器人在管道内的位置。虽然超宽带通信在金属内部有较大的距离误差,但通过引入适当的滤波器来准确估计机器人的位置,减小了位置误差。TCP/IP通信允许在PC和机器人之间发送命令,并接收连接在机器人上的摄像机的实时图像。利用Haar-like和分类器,机器人可以识别出难以克服的管道类型,如l型和t型管道,并根据相应的移动算法在管道内成功移动。
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引用次数: 0
Inverse kinematic analysis of 3 DOF 3-PRS PM for machining on inclined prismatic surfaces 三自由度3-PRS PM在倾斜棱柱表面加工的运动学反分析
Hishantkumar Rashmikantbhai Patel, Y. Patel
Parallel manipulators (PMs) are family members of modern manipulators based on the closed loop structural architecture. 3-PRS (prismatic, revolute, spherical) manipulator with 3DOF is investigated for its machining capability on prismatic surfaces as it possesses greater structural stiffness, higher pay load caring capacity, more precision compare to serial manipulators as well as less accumulation of errors at joints within a constrained workspace. The said manipulator can be utilized in various fields of application such as precise manufacturing, medical surgery, space technology and many more. In this paper, the primary focus on usage of parallel manipulator in industrial applications such as drilling and grooving on inclined work part surface. Inverse kinematic solutions are used for drilling, square and round profiles on inclined surface using parallel manipulator.
并联机械手是基于闭环结构体系结构的现代机械手家族成员。研究了具有3DOF的3-PRS(棱镜、旋转、球面)机械手在棱镜表面上的加工能力,因为它具有更大的结构刚度、更高的有效载荷照顾能力、与串行机械手相比更高的精度,以及在受限工作空间内关节处的误差积累更少。所述机械手可用于各种应用领域,如精密制造、医疗外科、空间技术等。本文主要讨论了并联机械手在倾斜工件表面钻孔和开槽等工业应用中的应用。使用并联机械手对倾斜表面上的方形和圆形轮廓进行了运动学逆解。
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引用次数: 0
Robots for search site monitoring, suspect guarding, and evidence identification 用于搜索现场监控、嫌疑人护卫和证据识别的机器人
Yi-Chang Wu, Jih-Wei Lee, Huan-Chun Wang
As an initial trial and in response to a lack of technological applications in government agencies, we have developed three multifunctional robots in accordance with the work environment and the nature of our tasks. Search Site Monitoring Robot is fitted with a panoramic camera and large wheels for walk-around search site monitoring. Suspect Guarding Robot follows and guards a suspect by tracking an augmented reality marker worn by the suspect and identifying the human body through an infrared thermal camera. For the Evidence Identification Robot, You Only Look Once (YOLO) is utilized to identify some specific evidence on search site and is equipped with a carrier and a high-torque motor for evidence transportation; it is set to issue warnings and emails to relevant personnel on specific emergencies. We have performed multiple experiments and tests to confirm the robots’ effectiveness, verifying their applicability of technological task support in government agencies.
作为一项初步试验,并针对政府机构缺乏技术应用的情况,我们根据工作环境和任务性质开发了三个多功能机器人。搜索站点监控机器人配备了全景摄像头和大型车轮,用于搜索站点的行走监控。嫌疑人守护机器人通过追踪嫌疑人佩戴的增强现实(ar)标记,通过红外热像仪识别人体,对嫌疑人进行跟踪和守护。证据识别机器人YOLO (You Only Look Once)用于识别搜索现场的某些特定证据,配备载体和高扭矩电机,用于证据运输;它将在特定紧急情况下向相关人员发出警告和电子邮件。我们已经进行了多次实验和测试,以确认机器人的有效性,验证它们在政府机构技术任务支持中的适用性。
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引用次数: 0
Cylinder Diameter Measurement for Rail Tankers Using 3D Laser Scanning Technology 利用三维激光扫描技术测量铁路罐车气缸直径
Qi Chao, Shao Xuejun, Pan Qing, Wu Huijie
Rail tankers are the main tools of transport for liquid goods and represent a measuring instrument for trade settlement. The cylinder diameter of rail tankers must be measured for process quality control and to calculate the volume. In this paper, an automated system for non-tactile diameter measurements is presented. This study aims to improve the working efficiency and reduce the artificial labor intensity of such measurements. Therefore, a 3D laser scanner is selected and combined with a computing system. The scanner collects many points along with the coordinate information, and these points constitute the point cloud and accurately reflect the tanker shape. Then, the computing system processes the point cloud by establishing a digital model, calculating the fitting initial values, fitting the curved surface, etc., and it then displays the diameter value in a 3D diagram. To verify the performance of this method, the results are compared with those of the artificial method.
铁路罐车是运输液体货物的主要工具,是贸易结算的计量工具。轨道罐车的缸径测量是过程质量控制和容积计算的必要条件。本文介绍了一种非接触式直径自动测量系统。本研究旨在提高此类测量的工作效率,降低人工劳动强度。因此,选择了三维激光扫描仪并与计算系统相结合。扫描仪收集了许多点以及坐标信息,这些点构成点云,准确地反映了油轮的形状。然后,计算系统通过建立数字模型、计算拟合初值、拟合曲面等方式对点云进行处理,并将直径值以三维图的形式显示出来。为了验证该方法的性能,将结果与人工方法进行了比较。
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引用次数: 0
Towards Bimanual Vein Cannulation: Preliminary Study of a Bimanual Robotic System With a Dual Force Constraint Controller. 面向双手静脉插管:双力约束双手机器人系统的初步研究。
Changyan He, Ali Ebrahimi, Emily Yang, Muller Urias, Yang Yang, Peter Gehlbach, Iulian Iordachita

Retinal vein cannulation is a promising approach for treating retinal vein occlusion that involves injecting medicine into the occluded vessel to dissolve the clot. The approach remains largely unexploited clinically due to surgeon limitations in detecting interaction forces between surgical tools and retinal tissue. In this paper, a dual force constraint controller for robot-assisted retinal surgery was presented to keep the tool-to-vessel forces and tool-to-sclera forces below prescribed thresholds. A cannulation tool and forceps with dual force-sensing capability were developed and used to measure force information fed into the robot controller, which was implemented on existing Steady Hand Eye Robot platforms. The robotic system facilitates retinal vein cannulation by allowing a user to grasp the target vessel with the forceps and then enter the vessel with the cannula. The system was evaluated on an eye phantom. The results showed that, while the eyeball was subjected to rotational disturbances, the proposed controller actuates the robotic manipulators to maintain the average tool-to-vessel force at 10.9 mN and 13.1 mN and the average tool-to-sclera force at 38.1 mN and 41.2 mN for the cannula and the forcpes, respectively. Such small tool-to-tissue forces are acceptable to avoid retinal tissue injury. Additionally, two clinicians participated in a preliminary user study of the bimanual cannulation demonstrating that the operation time and tool-to-tissue forces are significantly decreased when using the bimanual robotic system as compared to freehand performance.

视网膜静脉插管是治疗视网膜静脉阻塞的一种很有前途的方法,它包括向闭塞的血管注射药物以溶解血栓。由于外科医生在检测手术工具和视网膜组织之间的相互作用力方面的局限性,该方法在临床上仍未得到充分利用。本文提出了一种用于机器人辅助视网膜手术的双力约束控制器,以保持工具对血管的力和工具对巩膜的力低于规定的阈值。开发了一种具有双力感应能力的插管工具和镊子,用于测量输入到机器人控制器的力信息,并在现有的稳态手眼机器人平台上实现。机器人系统通过允许用户用镊子抓住目标血管,然后用套管进入血管,从而促进视网膜静脉插管。该系统在眼幻影上进行了评估。结果表明,当眼球受到旋转干扰时,所提出的控制器驱动机器人操作器使套管和力分别保持工具对血管的平均力为10.9 mN和13.1 mN,工具对巩膜的平均力为38.1 mN和41.2 mN。这样小的工具到组织的力是可以接受的,以避免视网膜组织损伤。此外,两名临床医生参与了对双手插管的初步用户研究,表明与徒手操作相比,使用双手机器人系统可以显著减少操作时间和工具对组织的作用力。
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引用次数: 2
A Fully Actuated Body-Mounted Robotic Assistant for MRI-Guided Low Back Pain Injection. 一种用于MRI引导下腰痛注射的全驱动车载机器人助手。
Gang Li, Niravkumar A Patel, Weiqiang Liu, Di Wu, Karun Sharma, Kevin Cleary, Jan Fritz, Iulian Iordachita

This paper reports the development of a fully actuated body-mounted robotic assistant for MRI-guided low back pain injection. The robot is designed with a 4-DOF needle alignment module and a 2-DOF remotely actuated needle driver module. The 6-DOF fully actuated robot can operate inside the scanner bore during imaging; hence, minimizing the need of moving the patient in or out of the scanner during the procedure, and thus potentially reducing the procedure time and streamlining the workflow. The robot is built with a lightweight and compact structure that can be attached directly to the patient's lower back using straps; therefore, attenuating the effect of patient motion by moving with the patient. The novel remote actuation design of the needle driver module with beaded chain transmission can reduce the weight and profile on the patient, as well as minimize the imaging degradation caused by the actuation electronics. The free space positioning accuracy of the system was evaluated with an optical tracking system, demonstrating the mean absolute errors (MAE) of the tip position to be 0.99±0.46 mm and orientation to be 0.99±0.65°. Qualitative imaging quality evaluation was performed on a human volunteer, revealing minimal visible image degradation that should not affect the procedure. The mounting stability of the system was assessed on a human volunteer, indicating the 3D position variation of target movement with respect to the robot frame to be less than 0.7 mm.

本文报道了一种用于MRI引导下腰痛注射的全驱动身体安装机器人助手的开发。该机器人设计有一个4自由度的针对齐模块和一个2自由度的远程驱动针驱动器模块。6自由度全驱动机器人可以在成像过程中在扫描仪孔内操作;因此,最大限度地减少了在手术过程中将患者移入或移出扫描仪的需要,从而潜在地减少了手术时间并简化了工作流程。该机器人采用轻型紧凑的结构,可以使用带子直接连接到患者的下背部;从而通过与患者一起移动来减弱患者运动的影响。具有珠链传动的针头驱动器模块的新型远程致动设计可以减轻患者的重量和外形,并最大限度地减少致动电子设备引起的成像退化。使用光学跟踪系统评估了该系统的自由空间定位精度,表明尖端位置的平均绝对误差(MAE)为0.99±0.46 mm,方位为0.99°±0.65°。对一名人类志愿者进行了定性成像质量评估,显示可见图像退化最小,不应影响手术。在人类志愿者身上评估了该系统的安装稳定性,表明目标运动相对于机器人框架的3D位置变化小于0.7mm。
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引用次数: 10
Large-Scale Volumetric Scene Reconstruction using LiDAR 基于激光雷达的大规模体景重建
Tilman Kuhner, Julius Kummerle
Large-scale 3D scene reconstruction is an important task in autonomous driving and other robotics applications as having an accurate representation of the environment is necessary to safely interact with it. Reconstructions are used for numerous tasks ranging from localization and mapping to planning. In robotics, volumetric depth fusion is the method of choice for indoor applications since the emergence of commodity RGB-D cameras due to its robustness and high reconstruction quality. In this work we present an approach for volumetric depth fusion using LiDAR sensors as they are common on most autonomous cars. We present a framework for large-scale mapping of urban areas considering loop closures. Our method creates a meshed representation of an urban area from recordings over a distance of 3.7km with a high level of detail on consumer graphics hardware in several minutes. The whole process is fully automated and does not need any user interference. We quantitatively evaluate our results from a real world application. Also, we investigate the effects of the sensor model that we assume on reconstruction quality by using synthetic data.
大规模3D场景重建在自动驾驶和其他机器人应用中是一项重要的任务,因为拥有准确的环境表示是与环境安全交互所必需的。重建用于许多任务,从定位和映射到规划。在机器人技术中,自商用RGB-D相机出现以来,体积深度融合是室内应用的首选方法,因为它具有鲁棒性和高重建质量。在这项工作中,我们提出了一种使用激光雷达传感器进行体积深度融合的方法,因为它们在大多数自动驾驶汽车上很常见。我们提出了一个考虑环路封闭的城市地区大规模制图框架。我们的方法在几分钟内从距离为3.7公里的记录中创建一个城市区域的网格表示,并在消费者图形硬件上提供高水平的细节。整个过程是全自动的,不需要任何用户的干预。我们从实际应用中定量评估我们的结果。此外,我们还利用合成数据研究了我们假设的传感器模型对重建质量的影响。
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引用次数: 1
Mechanism and Model of a Soft Robot for Head Stabilization in Cancer Radiation Therapy. 肿瘤放射治疗中头部稳定软机器人的机理与模型。
Olalekan Ogunmolu, Xinmin Liu, Nicholas Gans, Rodney D Wiersma

We present a parallel robot mechanism and the constitutive laws that govern the deformation of its constituent soft actuators. Our ultimate goal is the real-time motion-correction of a patient's head deviation from a target pose where the soft actuators control the position of the patient's cranial region on a treatment machine. We describe the mechanism, derive the stress-strain constitutive laws for the individual actuators and the inverse kinematics that prescribes a given deformation, and then present simulation results that validate our mathematical formulation. Our results demonstrate deformations consistent with our radially symmetric displacement formulation under a finite elastic deformation framework.

提出了一种并联机器人机构及其组成的软作动器变形的本构规律。我们的最终目标是实时纠正患者头部偏离目标姿势的运动,其中软致动器控制患者颅骨区域在治疗机上的位置。我们描述了机构,推导了单个执行器的应力-应变本构律和规定给定变形的逆运动学,然后给出了验证我们的数学公式的仿真结果。我们的结果表明,在有限弹性变形框架下,变形与我们的径向对称位移公式一致。
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引用次数: 1
期刊
IEEE International Conference on Robotics and Automation : ICRA : [proceedings]. IEEE International Conference on Robotics and Automation
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