• Title/Summary/Keyword: Hybrid Robot

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Application of genetic algorithm to hybrid fuzzy inference engine (유전 알고리즘에 의한 Hybrid 퍼지 추론기의 구성)

  • 박세희;조현찬;이홍기;전홍태
    • 제어로봇시스템학회:학술대회논문집
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    • 1992.10a
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    • pp.863-868
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    • 1992
  • This paper presents a method on applying Genetic Algorithm(GA), which is a well-known high performance optimizing algorithm, to construct the self-organizing fuzzy logic controller. Fuzzy logic controller considered in this paper utilizes Sugeno's hybrid inference method, which has an advantage of simple defuzzification process in the inference engine. Genetic algorithm is used to find the optimal parameters in the FLC. The proposed approach will be demonstrated using 2 d.o.f robot manipulator to verify its effectiveness.

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Dynamic hybrid position/force controller for two cooperating robots (두 협동로보트를 위한 동력학 Hybrid 위치/힘 제어기)

  • 이남구;김종수;박종국
    • 제어로봇시스템학회:학술대회논문집
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    • 1992.10a
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    • pp.327-331
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    • 1992
  • In this paper, we propose dynamic hybrid control method which takes the manipulator dynamics into consideration and extend to two cooperating robots. The first step is the linearization of the manipulator dynamics and the second step is the design of position/force controllers for the linearized model which takes account of both the command response and the robustness of the controllers to modeling errors and disturbance. We also consider load sharing for each robot.

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Study on the Transformable Quadruped Robot with Docking Module (변형과 결합 가능한 4족 로봇에 대한 연구)

  • Kim, Young-Min;Kim, Yong-Tae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.25 no.3
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    • pp.236-241
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    • 2015
  • This paper presents a study on transformable multiple quadruped robots by docking between robots and waist joints. This robot is able to go on a variety of angles because of mecanum wheels. It is also a hybrid design which allows robot use legs to overcome obstacles on complex terrains and wheels to move on flat ground. The robot is applied kinematics of mecanum wheels and walking, and its walking is based on specific patterns. Docking module is located in front and backside of robot, docking algorithm is suggested and fulfilled for docking between 2 robots. A waist joint is at the center of robot body for transformation and after docking and transformation, robot can activate new functions that carry something.

Navigation algorithm for a mobile robot by using the hybrid structure (하이브리드 구조를 사용한 이동 로봇의 주행 방법)

  • Park, Il;Kwon, Young D.;Lee, Jin S.
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.33B no.7
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    • pp.1-10
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    • 1996
  • There are many challenging problems in mobile robot navigation. As an example, a mobile robot may wander around in local minimum and may wiggle when it moves through a narrow corridor. In addition, the real time obstacle avoidance and the posture control of mobile robot are also very improtant problems. To address these problems, a navigation algorithm which is composed o freal time obstacle avoidance algorithm and a global path planner (GPP) that genrates the shortest path is presented. In this paper, the global path planner reduce the calculation time by reducing the dta to be handled. Also it can make a real time obstacle avoidance by using the fuzzy logic inference. So the presented algorithm provide a stable navigastion for the mobile robot when it fall into the unstable navigation.

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Bio-inspired robot swarm control algorithm for dynamic environment monitoring

  • Kim, Kyukwang;Kim, Hyeongkeun;Myung, Hyun
    • Advances in robotics research
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    • v.2 no.1
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    • pp.1-11
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    • 2018
  • To monitor the environment and determine the source of a pollutant gradient using a multiple robot swarm, we propose a hybrid algorithm that combines two bio-inspired algorithms mimicking chemotaxis and pheromones of bacteria. The algorithm is implemented in virtual robot agents in a simulator to evaluate their feasibility and efficiency in gradient maps with different sizes. Simulation results show that the chemotaxis controller guided robot agents to the locations with higher pollutant concentrations, while the pheromone marked in a virtual field increased the efficiency of the search by reducing the visiting redundancy. The number of steps required to reach the target point did not increase proportionally as the map size increased, but were less than those in the linear whole-map search method. Furthermore, the robot agents could function with simple sensor composition, minimum information about the map, and low calculation capacity.

Algorithm for Autonomous Wall-Following of Wheeled Mobile Robots Using Reference Motion Synthesis and Generation of Hybrid System (하이브리드 시스템의 기준동작 구성과 생성에 의한 차륜형 이동로봇의 자율 벽면-주행 알고리즘)

  • Lim, Mee-Seub;Im, Jun-Hong
    • Journal of Institute of Control, Robotics and Systems
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    • v.6 no.7
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    • pp.586-593
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    • 2000
  • In this paper we propose a new approach to the autonomous wall-following of wheeled mobile robots using hybrid system reference motion synthesis and generation. The hybrid system approach is in-troduced to the motion control of nonholonomic mobile robots for the indoor navigation problems. In the dis-crete event system the discrete states are defined by the user-defined constraints and the reference mo-tion commands are specified in the abstracted motions. The hybrid control system applied for the non-holonomic mobile robots can combine the motion planning and autonomous navigation with obstacle avoid-ance for the indoor navigation problem. Simulation results show that hybrid system approach is an effective method for the autonomous navigation in indoor environments.

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Robot's Emotion Generation Model based on Generalized Context Input Variables with Personality and Familiarity (성격과 친밀도를 지닌 로봇의 일반화된 상황 입력에 기반한 감정 생성)

  • Kwon, Dong-Soo;Park, Jong-Chan;Kim, Young-Min;Kim, Hyoung-Rock;Song, Hyunsoo
    • IEMEK Journal of Embedded Systems and Applications
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    • v.3 no.2
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    • pp.91-101
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    • 2008
  • For a friendly interaction between human and robot, emotional interchange has recently been more important. So many researchers who are investigating the emotion generation model tried to naturalize the robot's emotional state and to improve the usability of the model for the designer of the robot. And also the various emotion generation of the robot is needed to increase the believability of the robot. So in this paper we used the hybrid emotion generation architecture, and defined the generalized context input of emotion generation model for the designer to easily implement it to the robot. And we developed the personality and loyalty model based on the psychology for various emotion generation. Robot's personality is implemented with the emotional stability from Big-Five, and loyalty is made of familiarity generation, expression, and learning procedure which are based on the human-human social relationship such as balance theory and social exchange theory. We verify this emotion generation model by implementing it to the 'user calling and scheduling' scenario.

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Implementation of a Refusable Human-Robot Interaction Task with Humanoid Robot by Connecting Soar and ROS (Soar (State Operator and Result)와 ROS 연계를 통해 거절가능 HRI 태스크의 휴머노이드로봇 구현)

  • Dang, Chien Van;Tran, Tin Trung;Pham, Trung Xuan;Gil, Ki-Jong;Shin, Yong-Bin;Kim, Jong-Wook
    • The Journal of Korea Robotics Society
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    • v.12 no.1
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    • pp.55-64
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    • 2017
  • This paper proposes combination of a cognitive agent architecture named Soar (State, operator, and result) and ROS (Robot Operating System), which can be a basic framework for a robot agent to interact and cope with its environment more intelligently and appropriately. The proposed Soar-ROS human-robot interaction (HRI) agent understands a set of human's commands by voice recognition and chooses to properly react to the command according to the symbol detected by image recognition, implemented on a humanoid robot. The robotic agent is allowed to refuse to follow an inappropriate command like "go" after it has seen the symbol 'X' which represents that an abnormal or immoral situation has occurred. This simple but meaningful HRI task is successfully experimented on the proposed Soar-ROS platform with a small humanoid robot, which implies that extending the present hybrid platform to artificial moral agent is possible.

Control of Biped Robots Based on Impedance Control and Computed-Torque Control (계산-토크 제어와 임피던스 제어를 이용한 2족 보행 로봇의 제어)

  • Jeong, Ho-Am;Park, Jong-Hyeon
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.24 no.6 s.177
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    • pp.1513-1519
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    • 2000
  • This paper proposes a hybrid control method of using impedance control and the computed-torque control for biped robot locomotion. Computed torque control is used for supporting (constrained) leg. For the free leg, the impedance control is used, where different values of impedance parameters are used depending on the gait phase of the biped robot. To reduce the magnitude of an impact and guarantee a stable footing when a foot contacts with the ground, this paper proposes to increase the damping of the leg drastically and to modify the reference trajectory of the leg. Computer simulations with a 3 -dof environment model for which a combination of a nonlinear and a linear compliant models is used, show that the proposed controller is superior to the computed-torque controllers in reducing impacts and stabilizing the footing.

A Study on the Force Control of a Robot Manipulator in the Deburring Process (디버링 작업을 위한 로봇 매니퓰레이터의 힘 제어에 관한 연구)

  • 채호철;한창수
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1995.10a
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    • pp.1169-1172
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    • 1995
  • In this paper, the external force control and hybrid force control algorithms are proposed to apply Deburring process. the purpose of adjust which can be implemented to on unknown environments, adaptive control law(MRAC) is adopted. IF a model system is given, the plant system can be controlled on the way which we will introduce to. We showed the validation and the possibility of Deburring process with multi-dimensional force control through experiments. the experimental result show the validity of Deburring in the robot manipulator.

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