• Title/Summary/Keyword: intelligent mobile robot

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2-Layer Fuzzy Controller for Behavior Control of Mobile Robot (이동로봇의 행동제어를 위한 2-Layer Fuzzy Controller)

  • Sim, Kwee-Bo;Byun, Kwang-Sub;Park, Chang-Hyun
    • Journal of the Korean Institute of Intelligent Systems
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    • v.13 no.3
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    • pp.287-292
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    • 2003
  • The ability of robot is being various and complex. The robot is utilizing distance, image data and voice data for sensing its circumstance. This paper suggests the 2-layer fuzzy control as the algorithm that control robot with various sensor information. In a obstacle avoidance, it utilizes many range finders and classifies them into 3parts(front, left, right). In 3 sub-controllers, the controller executes fuzzy conference. And then it executes combined control with a combination of outputs of 3 sub-controllers in the second step. The text compares the 2-layer fuzzy controller with the hierarchical fuzzy controller that has analogous structure. And the performance of the 2-layer fuzzy controller is confirmed by application this controller to robot following, simulation to each other and real experiment.

Development of an Indoor Networked Security Robot System (네트워크 기반 실내 감시 로봇 시스템 개발)

  • Park, Keun Young;Heo, Guen Sub;Lee, Sang Ryong;Lee, Choon Young
    • IEMEK Journal of Embedded Systems and Applications
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    • v.3 no.3
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    • pp.136-142
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    • 2008
  • Mobile robots can offer services like intelligent monitoring in an indoor environment using network connection with remote users. In this paper, we designed and developed a networked security robot system with various sensors, such as flame detector, gas detector, sound monitoring module, and temperature sensor, etc. The robot can be accessed through a web service and the user can check the status of the environment. Using ADAMS software, we defined the motor specification for a worst-case condition of climbing over a obstacle. We applied the robot system in monitoring office condition.

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The Mobile Robot MAIRO for Office (사무실 도우미 로봇 MAIRO)

  • Kim, Kyung-Ho;Lee, Hyung-Kyu;Son, Young-Jun;Song, Jae-Keun
    • Proceedings of the KIEE Conference
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    • 2002.11c
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    • pp.489-494
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    • 2002
  • Recently, A robot which accomplish many tasks is the universality in fixed environment. But home robot or entertainment robots has interested greatly, and the concept of service robots is outstanding newly. In special, research about the self-steering robot is increasing gradually. Also Internet has become general, many information devices and tools were connected with internet. According to such a trend, we developed the mobile robot that moves by self-localization and is controlled in the basis of internet. Our robot system will assist office workers. In this paper, we introduce mechanical feature, control system and service faculty of robot, MAIRO in an office environment.

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Control of Mobile Robot Navigation Using Vision Sensor Data Fusion by Nonlinear Transformation (비선형 변환의 비젼센서 데이터융합을 이용한 이동로봇 주행제어)

  • Jin Tae-Seok;Lee Jang-Myung
    • Journal of Institute of Control, Robotics and Systems
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    • v.11 no.4
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    • pp.304-313
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    • 2005
  • The robots that will be needed in the near future are human-friendly robots that are able to coexist with humans and support humans effectively. To realize this, robot need to recognize his position and direction for intelligent performance in an unknown environment. And the mobile robots may navigate by means of a number of monitoring systems such as the sonar-sensing system or the visual-sensing system. Notice that in the conventional fusion schemes, the measurement is dependent on the current data sets only. Therefore, more of sensors are required to measure a certain physical parameter or to improve the accuracy of the measurement. However, in this research, instead of adding more sensors to the system, the temporal sequence of the data sets are stored and utilized for the accurate measurement. As a general approach of sensor fusion, a UT -Based Sensor Fusion(UTSF) scheme using Unscented Transformation(UT) is proposed for either joint or disjoint data structure and applied to the landmark identification for mobile robot navigation. Theoretical basis is illustrated by examples and the effectiveness is proved through the simulations and experiments. The newly proposed, UT-Based UTSF scheme is applied to the navigation of a mobile robot in an unstructured environment as well as structured environment, and its performance is verified by the computer simulation and the experiment.

Balancing Control of a Single-wheel Mobile Robot by Compensation of a Fuzzified Balancing Angle (각도 오프셋의 퍼지보상을 통한 외바퀴 이동 로봇의 균형제어)

  • Ha, Minsu;Jung, Seul
    • Journal of the Korean Institute of Intelligent Systems
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    • v.25 no.1
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    • pp.1-6
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    • 2015
  • In this paper, a fuzzy control method is used for balancing a single-wheel robot. A single-wheel robot controlled by the PD control method becomes easily unstable since the flywheel tends to lean against one direction. In the previous research, we have used the gain scheduling method. To remedy this problem, in this paper, a fuzzy compensation technique is proposed to compensate for the balancing angle. The fuzzy control method compensates offset values at the balancing angle to prevent the gimbal from falling against one direction. Experimental studies of the balancing control performance of a single-wheel mobile robot validate the proposed control method.

Study of iPhone Interface for Remote Robot Control Based on WiFi Communication (WiFi 통신 기반의 로봇제어를 위한 아이폰 인터페이스 연구)

  • Jung, Hah-Min;Kim, Dong-Hun
    • Journal of the Korean Institute of Intelligent Systems
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    • v.22 no.5
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    • pp.669-674
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    • 2012
  • This study presents the remote control of a mobile robot using iPhone based on Wi-Fi communication. The paper proposes the following set of user interfaces : acceleration mode, arrow touch mode, and jog-shuttle mode. To evaluate the proposed three interfaces, a virtual robot is controlled in a monitor to follow a referenced trajectory using iPhone. In simulation, the standard deviation and summed errors are analysed for showing good and weak points of the proposed three interfaces. The proposed interface replace an additional remote controller requiring cost with a cellular phone. Results of an experiment show that the proposed interfaces can be effectively used for remote robot control.

Command Fusion for Navigation of Mobile Robots in Dynamic Environments with Objects

  • Jin, Taeseok
    • Journal of information and communication convergence engineering
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    • v.11 no.1
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    • pp.24-29
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    • 2013
  • In this paper, we propose a fuzzy inference model for a navigation algorithm for a mobile robot that intelligently searches goal location in unknown dynamic environments. Our model uses sensor fusion based on situational commands using an ultrasonic sensor. Instead of using the "physical sensor fusion" method, which generates the trajectory of a robot based upon the environment model and sensory data, a "command fusion" method is used to govern the robot motions. The navigation strategy is based on a combination of fuzzy rules tuned for both goal-approach and obstacle-avoidance based on a hierarchical behavior-based control architecture. To identify the environments, a command fusion technique is introduced where the sensory data of the ultrasonic sensors and a vision sensor are fused into the identification process. The result of experiment has shown that highlights interesting aspects of the goal seeking, obstacle avoiding, decision making process that arise from navigation interaction.

Position Estimation of Autonomous Mobile Robot Using Geometric Information of a Moving Object (이동물체의 기하학적 위치정보를 이용한 자율이동로봇의 위치추정)

  • Jin, Tae-Seok;Lee, Jang-Myung
    • Journal of the Korean Institute of Intelligent Systems
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    • v.14 no.4
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    • pp.438-444
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    • 2004
  • The intelligent robots that will be needed in the near future are human-friendly robots that are able to coexist with humans and support humans effectively. To realize this, robots need to recognize their position and posture in known environment as well as unknown environment. Moreover, it is necessary for their localization to occur naturally. It is desirable for a robot to estimate of his position by solving uncertainty for mobile robot navigation, as one of the best important problems. In this paper, we describe a method for the localization of a mobile robot using image information of a moving object. This method combines the observed position from dead-reckoning sensors and the estimated position from the images captured by a fixed camera to localize a mobile robot. Using the a priori known path of a moving object in the world coordinates and a perspective camera model, we derive the geometric constraint equations which represent the relation between image frame coordinates for a moving object and the estimated robot's position. Since the equations are based or the estimated position, the measurement error may exist all the time. The proposed method utilizes the error between the observed and estimated image coordinates to localize the mobile robot. The Kalman filter scheme is applied for this method. its performance is verified by the computer simulation and the experiment.

Teleloperation of Field Mobile Manipulator with Wearable Haptic-based Multi-Modal User Interface and Its Application to Explosive Ordnance Disposal

  • Ryu Dongseok;Hwang Chang-Soon;Kang Sungchul;Kim Munsang;Song Jae-Bok
    • Journal of Mechanical Science and Technology
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    • v.19 no.10
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    • pp.1864-1874
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    • 2005
  • This paper describes a wearable multi-modal user interface design and its implementation for a teleoperated field robot system. Recently some teleoperated field robots are employed for hazard environment applications (e.g. rescue, explosive ordnance disposal, security). To complete these missions in outdoor environment, the robot system must have appropriate functions, accuracy and reliability. However, the more functions it has, the more difficulties occur in operation of the functions. To cope up with this problem, an effective user interface should be developed. Furthermore, the user interface is needed to be wearable for portability and prompt action. This research starts at the question: how to teleoperate the complicated slave robot easily. The main challenge is to make a simple and intuitive user interface with a wearable shape and size. This research provides multi-modalities such as visual, auditory and haptic sense. It enables an operator to control every functions of a field robot more intuitively. As a result, an EOD (explosive ordnance disposal) demonstration is conducted to verify the validity of the proposed wearable multi-modal user interface.

Obstacle Avoidance Algorithm of Hybrid Wheeled and Legged Mobile Robot Based on Low-Power Walking (복합 바퀴-다리 이동형 로봇의 저전력 보행 기반 장애물 회피 알고리즘)

  • Jeong, Dong-Hyuk;Lee, Bo-Hoon;Kim, Yong-Tae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.22 no.4
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    • pp.448-453
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    • 2012
  • There are many researches to develop robots that improve its mobility to adapt in various uneven environments. In the paper, a hybrid wheeled and legged mobile robot is designed and a obstacle avoidance algorithm is proposed based on low power walking using LRF(Laser Range Finder). In order to stabilize the robot's motion and reduce energy consumption, we implement a low-power walking algorithm through comparison of the current value of each motors and correction of posture balance. A low-power obstacle avoidance algorithm is proposed by using LRF sensor. We improve walking stability by distributing power consumption and reduce energy consumption by selecting a shortest navigation path of the robot. The proposed methods are verified through walking and navigation experiments with the developed hybrid robot.