• Title/Summary/Keyword: robot systems

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Specified Object Tracking in an Environment of Multiple Moving Objects using Particle Filter (파티클 필터를 이용한 다중 객체의 움직임 환경에서 특정 객체의 움직임 추적)

  • Kim, Hyung-Bok;Ko, Kwang-Eun;Kang, Jin-Shig;Sim, Kwee-Bo
    • Journal of the Korean Institute of Intelligent Systems
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    • v.21 no.1
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    • pp.106-111
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    • 2011
  • Video-based detection and tracking of moving objects has been widely used in real-time monitoring systems and a videoconferencing. Also, because object motion tracking can be expanded to Human-computer interface and Human-robot interface, Moving object tracking technology is one of the important key technologies. If we can track a specified object in an environment of multiple moving objects, then there will be a variety of applications. In this paper, we introduce a specified object motion tracking using particle filter. The results of experiments show that particle filter can achieve good performance in single object motion tracking and a specified object motion tracking in an environment of multiple moving objects.

Development of Collaborative Robot Control Training Medium to Improve Worker Safety and Work Convenience Using Image Processing and Machine Learning-Based Hand Signal Recognition (작업자의 안전과 작업 편리성 향상을 위한 영상처리 및 기계학습 기반 수신호 인식 협동로봇 제어 교육 매체 개발)

  • Jin-heork Jung;Hun Jeong;Gyeong-geun Park;Gi-ju Lee;Hee-seok Park;Chae-hun An
    • Journal of Practical Engineering Education
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    • v.14 no.3
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    • pp.543-553
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    • 2022
  • A collaborative robot(Cobot) is one of the production systems presented in the 4th industrial revolution and are systems that can maximize efficiency by combining the exquisite hand skills of workers and the ability of simple repetitive tasks of robots. Also, research on the development of an efficient interface method between the worker and the robot is continuously progressing along with the solution to the safety problem arising from the sharing of the workspace. In this study, a method for controlling the robot by recognizing the worker's hand signal was presented to enhance the convenience and concentration of the worker, and the safety of the worker was secured by introducing the concept of a safety zone. Various technologies such as robot control, PLC, image processing, machine learning, and ROS were used to implement this. In addition, the roles and interface methods of the proposed technologies were defined and presented for using educational media. Students can build and adjust the educational media system by linking the introduced various technologies. Therefore, there is an excellent advantage in recognizing the necessity of the technology required in the field and inducing in-depth learning about it. In addition, presenting a problem and then seeking a way to solve it on their own can lead to self-directed learning. Through this, students can learn key technologies of the 4th industrial revolution and improve their ability to solve various problems.

Development of Master-Slave Type Tele-Operation Control Robotic System for Arrhythmia Ablation (부정맥 시술을 위한 마스터-슬레이브 원격제어·로봇 시스템 개발)

  • Moon, Youngjin;Park, Sang Hoon;Hu, Zhenkai;Choi, Jaesoon
    • Journal of Institute of Control, Robotics and Systems
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    • v.22 no.8
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    • pp.585-589
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    • 2016
  • Recently, the robotic assist system for cardiovascular intervention gets continuously growing interest. The robotic cardiovascular intervention systems are largely two folds, systems for cardiac ablation procedure assist and systems for vascular intervention assist. For the systems, the clinician controls the catheter inserted through blood vessel to the heart via a master console or master manipulator. Most of the current master manipulators have structure of joystick-like pivoting 2 degree of freedom (DOF) handle in the core, which is used in parallel with other sliding switches and input devices. It however is desirable to have customized and optimized design manipulator that can provide clinician with intuitive control of the catheter motion fully utilizing the advantage of the use of robotic structure. A 6 DOF kinematic mechanism that can capture the motion control intention of the clinician in translational 3 DOF and rotational 3 DOF is proposed in this paper. Also, a master-slave motion relationship specially designed for the cardiac catheter manipulation motion is proposed and implemented in an experimental prototype. Design revision for implementation of more efficient motion and experiment in combination with an experimental slave robot system for catheter manipulation are underway.

Joint Angles Analysis of Intelligent upper limb and lower extremities Wheelchair Robot System (지능형 상 · 하지 재활 휠체어 로봇 시스템의 관절각도 분석)

  • Song, Byoung-Ho;Kim, Kwang Jin;Lee, Chang Sun;Lim, Chang Gyoon
    • Journal of Internet Computing and Services
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    • v.14 no.6
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    • pp.33-39
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    • 2013
  • When the eldery with limited mobility and disabled use a wheelchairs to move, it can cause decreased exercise ability like decline muscular strength in upper limb and lower extremities. The disabled people suffers with spinal cord injuries or post stroke hemiplegia are easily exposed to secondary problems due to limited mobility. In this paper, We designed intelligent wheelchair robot system for upper limb and lower extremities exercise/rehabilitation considering the characteristics of these severely disabled person. The system consists of an electric wheelchair, biometrics module for Identification characteristics of users, upper limb and lower extremities rehabilitation. In this paper, describes the design and configurations and of developed robot. Also, In order to verify the system function, conduct performance evaluation targeting non-disabled about risk context analysis with biomedical signal change and upper limb and lower extremities rehabilitation over wheelchair robot move. Consequently, it indicate sufficient tracking performance for rehabilitation as at about 86.7% average accuracy for risk context analysis and upper limb angle of 2.5 and lower extremities angle of 2.3 degrees maximum error range of joint angle.

Sliding Mode Control for Nonholonomic Dynamic Systems (비홀로노믹 동적 시스템을 위한 슬라이딩 모드 제어)

  • 양정민
    • Journal of Institute of Control, Robotics and Systems
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    • v.8 no.12
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    • pp.998-1003
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    • 2002
  • As nonholonomic dynamic systems have constraints imposed on motions that are not integrable, i.e., the constraints cannot be written as time derivatives of some functions of generalized coordinates, advanced techniques are needed for their control. In this paper, a sliding mode tracking control for nonholonomic dynamic systems is proposed. By introducing a general scheme of coordinate transformation, the state of nonholonomic systems is mapped into a bounded space and a robust controller for dynamic models of nonholonomic systems with input disturbances is designed using sliding mode control scheme. Simulation results of tacking control for a nonholonomic mobile robot with two actuated wheels are provided to show the effectiveness of the proposed controller.

Web Based Monitoring Systems for Multi-Axis Force/Torque Sensors Using Embedded Systems

  • Nam, Hyun-Do;Lim, Hong-Sik;Kang, Chul-Goo
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.1675-1678
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    • 2004
  • In this paper, web based monitoring systems are implemented for multi-axis force control systems of an intelligence robot. A brief review about the principle of multi-axis force sensors and a method that can reduce the effect of noise signal to sensor performance is presented. A web based monitoring system is implemented by porting Linux at embedded systems which include Xscale processors. A device driver is developed to receive data from multi-axis force sensors in Linux operation systems. To control this device driver, a socket program for web browser is also developed. The experiments are performed to investigate the effectiveness of proposed methods. The experimental results show that the values of force sensors can be monitored by remote PCs.

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A Study on Infra-Technology of RCP Interaction System

  • Kim, Seung-Woo;Choe, Jae-Il
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.1121-1125
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    • 2004
  • The RT(Robot Technology) has been developed as the next generation of a future technology. According to the 2002 technical report from Mitsubishi R&D center, IT(Information Technology) and RT(Robotic Technology) fusion system will grow five times larger than the current IT market at the year 2015. Moreover, a recent IEEE report predicts that most people will have a robot in the next ten years. RCP(Robotic Cellular Phone), CP(Cellular Phone) having personal robot services, will be an intermediate hi-tech personal machine between one CP a person and one robot a person generations. RCP infra consists of $RCP^{Mobility}$, $RCP^{Interaction}$, $RCP^{Integration}$ technologies. For $RCP^{Mobility}$, human-friendly motion automation and personal service with walking and arming ability are developed. $RCP^{Interaction}$ ability is achieved by modeling an emotion-generating engine and $RCP^{Integration}$ that recognizes environmental and self conditions is developed. By joining intelligent algorithms and CP communication network with the three base modules, a RCP system is constructed. Especially, the RCP interaction system is really focused in this paper. The $RCP^{interaction}$(Robotic Cellular Phone for Interaction) is to be developed as an emotional model CP as shown in figure 1. $RCP^{interaction}$ refers to the sensitivity expression and the link technology of communication of the CP. It is interface technology between human and CP through various emotional models. The interactive emotion functions are designed through differing patterns of vibrator beat frequencies and a feeling system created by a smell injection switching control. As the music influences a person, one can feel a variety of emotion from the vibrator's beats, by converting musical chord frequencies into vibrator beat frequencies. So, this paper presents the definition, the basic theory and experiment results of the RCP interaction system. We confirm a good performance of the RCP interaction system through the experiment results.

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Design of Adaptive Controller to Compensate Dynamic Friction for a Benchmark Robot (벤치마크 로봇의 동적 마찰 보상을 위한 적응 제어기 설계)

  • Kim, In-Hyuk;Cho, Kyoung-Hoon;Son, Young Ik;Kim, Pil-Jun
    • Journal of the Institute of Electronics and Information Engineers
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    • v.51 no.1
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    • pp.202-208
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    • 2014
  • Friction force on robot systems is highly nonlinear and especially disturbs precise control of the robots at low speed. This paper deals with the dynamic friction compensation problem of a well-known one-link benchmark robot system. We consider the LuGre model because the model can successfully represent dynamic characteristics and various effects of friction phenomenon. The proposed controller is constructed as two parts. An adaptive controller based on dual observers is used to estimate and compensate the dynamic friction. In order to attenuate the friction estimation error and other disturbances, PI observer is additionally designed. Through the computer simulations with the benchmark system, this paper first examines the effects of nonlinear dynamic friction on the control performance of the benchmark robot system. Next, it is shown that the control performance against the dynamic friction is improved by using the proposed controller.

Improved Dynamic Window Approach With Path-Following for Unmanned Surface Vehicle (무인수상정을 위한 경로선 추종이 가능한 개선된 Dynamic Window Approach)

  • Kim, Hyogon;Yun, Sung-Jo;Choi, Young-Ho;Lee, Jung-Woo;Ryu, Jae-KWan;Won, Byong-Jae;Suh, Jin-Ho
    • IEMEK Journal of Embedded Systems and Applications
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    • v.12 no.5
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    • pp.295-301
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    • 2017
  • Recently, autonomous navigation technology, obstacle recognition, and obstacle collision avoidance technology are actively being developed for an unmanned surface vehicle (USV). The path to move from the current location to the destination should be planned, in order for an USV to autonomously operate safely to its destination. The dynamic window approach (DWA) is a well-known navigation scheme as a local path planning. The DWA algorithm derives the linear velocity and angular velocity by evaluating the destination direction, velocity, and distance from the obstacle. However, because DWA algorithm does not consider tracking the path, when using only the DWA algorithm, the ship may navigate away from the path line after avoiding obstacles. In this paper, we propose an improved DWA algorithm that can follow path line. And we implemented the simulation and compared the existing DWA algorithm with the improved DWA algorithm proposed in this paper. As a result, it is confirmed that the proposed DWA algorithm follows the path line better.

Data Sharing Architecture for an Effective Implementation of Underwater Robot S/W Framework (효과적인 수중로봇 S/W 프레임웍 구현을 위한 데이터 공유구조)

  • Jeong, Soon-Yong;Choi, Hyun-Taek
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.48 no.2
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    • pp.1-8
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    • 2011
  • An underwater robot S/W framework consists of various sub-modules such as sensory data processing module, thruster control module, cognition module and behavior control module. Performance of a robot is determined by not only the efficiency of algorithms used but also effectiveness of their implementations. One most important factor of the effective implementation is the efficiency of data sharing module, as it transmits signals and data between the sub-modules and thus is directly related to the cycles of sensing and control The ideal data sharing module enables immediate access to any data source irrespective of system configurations. In reality, however, there are lots of obstacles including limitation of processing capacity of source modules, delay over network, and scheduling latency of operating systems. The paper proposes a new data sharing architecture and programming models to effectively handle such obstacles in implementation of underwater S/W framework on a small scale distributed computing system.