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2018 XX Congreso Mexicano de Robótica (COMRob)最新文献

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ORB-SLAM Based Active Disturbance Rejection Control for Quadrotor Autonomous Flight 基于ORB-SLAM的四旋翼自主飞行自抗扰控制
Pub Date : 2018-09-01 DOI: 10.1109/COMROB.2018.8689410
S. Orozco-Soto, P. Vera-Bustamante, J. M. Ibarra-Zannatha
This paper presents the combination of a robust controller with robust visual feedback for autonomous flight of a quadrotor. The proposed control strategy estimates the disturbances and rejects them in real time using visual information from the on-board camera and a robust observer to detect disturbances. The navigation, vision and control algorithms are executed in parallel threads using Robotics Operating System in order to enhance the control system performance. The proposed visual control technique was tested by giving a target pose to the quadrotor, which was successfully reached with acceptable performance even in presence of wind disturbances that are intrinsic of outdoors environments. The satisfactory results showed that the proposed combination of robust control and visual feedback techniques provide a suitable performance for autonomous navigation of quadrotors.
提出了将鲁棒控制器与鲁棒视觉反馈相结合的四旋翼飞行器自主飞行控制方法。所提出的控制策略利用机载摄像机的视觉信息和鲁棒观测器来检测干扰,实时估计干扰并抑制干扰。为了提高控制系统的性能,导航、视觉和控制算法在机器人操作系统中并行执行。提出的视觉控制技术通过给四旋翼飞行器一个目标姿态进行了测试,即使在室外环境固有的风干扰存在的情况下,也成功地达到了可接受的性能。实验结果表明,鲁棒控制与视觉反馈相结合的方法能够很好地实现四旋翼飞行器的自主导航。
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引用次数: 1
Gait synthesis for a 12-degree-of-freedom biped robot by the LIPM 基于LIPM的12自由度双足机器人步态合成
Pub Date : 2018-09-01 DOI: 10.1109/COMROB.2018.8689121
Christian Alberto Matilde Domínguez, E. M. Sanchez, Gerardo Israel Pérez Soto
This work presents the use of the Linear Inverted Pendulum Mode (LIPM) concept and the Inverse Geometrical Model (IGM) of a biped robot for generating a gait cycle with some particular characteristics. This work is different from the original procedure described in the literature, since here, the orbital energy is considered as being constant during the locomotion. LIPM is employed for obtaining the motion of the Center of Mass (CoM) with respect to the feet while a cycloidal trajectory is used for synthesizing the motion of the free foot during simple support phase. Joint motions are obtained by IGM.
这项工作提出了使用线性倒立摆模式(LIPM)概念和双足机器人的逆几何模型(IGM)来生成具有某些特定特征的步态周期。这项工作与文献中描述的原始程序不同,因为这里认为轨道能量在运动过程中是恒定的。在简支阶段,采用摆线轨迹法合成自由足部的运动,利用LIPM法得到质心相对于足部的运动。关节运动由IGM得到。
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引用次数: 0
Facial expressions recognition with CNN and its application in an assistant humanoid robot 基于CNN的面部表情识别及其在仿人机器人助手中的应用
Pub Date : 2018-09-01 DOI: 10.1109/COMROB.2018.8689408
A. Loza-Álvarez, A. E. Monroy-Meza, R. Suarez-Rivera, G. Perez-Soto, Luis A. Morales-Hernandez, K. A. Camarillo-Gómez
In this paper, the development of a Convolutional Neuronal Network (CNN) of three layers for the recognition of six different facial expressions and its implementation in an assistant humanoid robot is presented. A database is generated with different facial expressions, supervised training is used and accuracy of the Convolutional Neuronal Network employed is determined. The Convolutional Neural Network implementation in the robot was possible with a Raspberry Pi 3 model B which also aides in the execution of different movements depending on the facial expression that is recognized.
本文介绍了一种用于六种不同面部表情识别的三层卷积神经网络(CNN)的发展及其在辅助人形机器人中的实现。使用不同的面部表情生成数据库,使用监督训练并确定所使用的卷积神经网络的准确性。卷积神经网络在机器人中的实现可以用树莓派3模型B,它还可以根据识别的面部表情帮助执行不同的动作。
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引用次数: 3
[Title page] (标题页)
Pub Date : 2018-09-01 DOI: 10.1109/comrob.2018.8689119
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引用次数: 0
On the equivalence between P+DOB and set point weighted PI controllers for velocity control of servodrives under load disturbances 负载扰动下伺服驱动器速度控制的P+DOB与设定点加权PI控制器的等价性
Pub Date : 2018-09-01 DOI: 10.1109/COMROB.2018.8689124
Luis Luna, R. Garrido
Improving the velocity control of servodrives is an important topic in industrial applications, especially in the presence of internal and external disturbances. To address this problem, in this work the feedback loop of a perturbed servodrive is augmented with a Disturbance Observer (DOB). The DOB uses the control signal, velocity measurements and a nominal model of the plant to estimate the disturbance. The disturbance estimate is then used to compensate for the effects of the real disturbance. Then an equivalence between the P+dob and a set point weighted Proportional-Integral controller is established. Experiments with a laboratory prototype show the effectiveness of the proposed scheme.
改善伺服驱动器的速度控制是工业应用中的一个重要课题,特别是在存在内外部干扰的情况下。为了解决这个问题,在本工作中,扰动观测器(DOB)增强了摄动伺服驱动器的反馈回路。DOB使用控制信号、速度测量和对象的标称模型来估计扰动。然后用扰动估计来补偿实际扰动的影响。然后建立了P+dob与设定点加权比例积分控制器之间的等价关系。实验样机表明了该方案的有效性。
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引用次数: 3
Design of a high precision Data glove based on inertial sensors 基于惯性传感器的高精度数据手套设计
Pub Date : 2018-09-01 DOI: 10.1109/COMROB.2018.8689423
Ulises Zaldivar-Colado, Juan Augusto Campos-Leal, S. Garbaya, X. Zaldivar-Colado, P. Blazevic
This work presents a design proposal for the development of a system for human hand motion caption system, aiming to create a data glove. This prototype will be composed of a set of inertial sensors placed in the user's hand. The sensors are used for transmitting the movements of the proximal, medial phalanges of each finger in the hand. For this prototype, the flexion of the distal phalanx is not relevant, because this phalanx cannot be normally controlled by the humans. The flexion of the distal element is calculated with relation to the medial phalanx flexion. The motion captured by the sensors are transmitted through an Arduino™ board to a computer, where it is possible to render a virtual hand applying the transformations captured from the sensors. The virtual hand can mimic the configuration of the real hand, including movements of abduction, adduction, flexion and extension of the fingers. Some experimental design is carried out in order to perform a motion capture validation of the system, obtaining the precision and the resolution of the system.
本工作提出了一个开发人手动作字幕系统的设计方案,旨在创建一个数据手套。这个原型将由一组放置在用户手中的惯性传感器组成。这些传感器用于传递手上每根手指的近端和内侧指骨的运动。对于这个原型,远端指骨的屈曲是不相关的,因为这个指骨不能被人类正常控制。根据内侧指骨屈曲计算远端关节的屈曲。传感器捕捉到的动作通过Arduino™板传输到计算机,在那里可以通过从传感器捕获的转换来渲染虚拟手。虚拟手可以模仿真实手的形态,包括手指外展、内收、屈伸等动作。为了对系统进行运动捕捉验证,进行了实验设计,获得了系统的精度和分辨率。
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引用次数: 1
A Robust Output-Feedback Control for the Cart-Pole System: A Super-Twisting Sliding-Mode approach 车杆系统的鲁棒输出反馈控制:一种超扭转滑模方法
Pub Date : 2018-09-01 DOI: 10.1109/COMROB.2018.8689414
Luis Ovalle, H. Ríos, M. Llama
This paper presents an output-feedback controller for a cart-pole system via sliding-mode algorithms. Due to the fact that this system is underactuated, a coupled sliding surface is employed instead of using a transformation to the regular form. Then, a continuous sliding-mode controller is designed using the super-twisting algorithm so that robustness of the control scheme is guaranteed. Since the proposed controller requires the knowledge of the velocities, a high order sliding-mode observer is introduced to estimate such velocities. All the results are validated by means of simulations, providing also a comparison between the proposed controller, a first-order sliding-mode controller and a chattering attenuation approach.
本文提出了一种基于滑模算法的车杆系统输出反馈控制器。由于该系统是欠驱动的,因此采用耦合滑动面而不是使用正则形式的转换。然后,利用超扭转算法设计了连续滑模控制器,保证了控制方案的鲁棒性。由于所提出的控制器需要知道速度,因此引入了一个高阶滑模观测器来估计速度。通过仿真验证了所有结果,并将所提出的控制器与一阶滑模控制器和抖振衰减方法进行了比较。
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引用次数: 0
Implementing Time-delay Controllers on an Educational Motion Control Platform 在教育运动控制平台上实现时延控制器
Pub Date : 2018-09-01 DOI: 10.1109/COMROB.2018.8689425
J. Maldonado, Kevin Lopez, R. Garrido, S. Mondié
This work presents the implementation of advanced time-delay controllers in a low-cost educational motion control platform based on a radio control (RC) servo. The highlights of the platform are presented as well as real-time experiments using the Proportional Integrated Retarded (PIR) and the Cascade Proportional Integrated Retarded (CPIR) algorithms. The experiments allow assessing the capabilities of the platform for implementing advanced controllers, and highlights the inherent filtering capabilities of time-delay controllers when they are fed by noisy measurements.
本文介绍了一种基于无线电控制(RC)伺服的低成本教育运动控制平台的先进延时控制器的实现。介绍了该平台的主要特点,并利用比例集成延迟(PIR)和级联比例集成延迟(CPIR)算法进行了实时实验。实验允许评估平台实现高级控制器的能力,并强调时滞控制器在由噪声测量馈电时的固有滤波能力。
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引用次数: 0
Vision and Communication Systems for a Mobile Robots Team 移动机器人团队的视觉和通信系统
Pub Date : 2018-09-01 DOI: 10.1109/COMROB.2018.8689416
M. Tapia-Ruíz, Carlos A. Yerena-Vera, Abraham A. Guzmán-Cárdenas, C. G. Manriquez-Padilla, A. D. Gonzalez-Abreu, G. Perez-Soto, K. A. Camarillo-Gómez
This paper presents a proposal of a vision and communication system focused in a five mobile robots, where the final purpose of the vision system is to provide position and orientation data respect to a reference point (a ball), then through the communication system, the decisions for each robot will be send them with the purpose that they work in a collective way. The proposal system has been implemented in a set of five mobile robot and tested in the MiroSot competition sponsored by FIRA (Federation of International Robot-soccer Association).
本文提出了一个以五个移动机器人为中心的视觉和通信系统的建议,其中视觉系统的最终目的是提供关于参考点(球)的位置和方向数据,然后通过通信系统,每个机器人的决策将被发送给它们,目的是它们以集体的方式工作。该提案系统已在一组5个移动机器人中实施,并在国际机器人足球协会联合会主办的MiroSot比赛中进行了测试。
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引用次数: 0
Parking Task for an Emulated Trailer through a Heterogeneous Multi-Agent Robot System 基于异构多智能体机器人系统的模拟拖车停车任务
Pub Date : 2018-09-01 DOI: 10.1109/COMROB.2018.8689405
J. González-Sierra, E. Aranda-Bricaire, Ó. González-Medina
This paper proposes a heterogeneous multi-agent robot system, composed of differential-drive robots and omnidirectional mobile robots to emulate the parking task from a kinematic point of view. For this aim, a control strategy, based on the feedback linearization techniques, is proposed, obtaining asymptotic convergence to the desired trajectory. Numerical simulations illustrate a comparison between the behavior of the heterogeneous system and a standard n-trailer system while performing the parking task.
本文提出了一种由差动驱动机器人和全向移动机器人组成的异构多智能体机器人系统,从运动学角度模拟停车任务。为此,提出了一种基于反馈线性化技术的控制策略,使其渐近收敛到期望轨迹。数值模拟说明了异构系统和标准n-拖车系统在执行停车任务时的行为之间的比较。
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2018 XX Congreso Mexicano de Robótica (COMRob)
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