• Title/Summary/Keyword: indoor robot

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Simulation of Mobile Robot Navigation based on Multi-Sensor Data Fusion by Probabilistic Model

  • Jin, Tae-seok
    • Journal of the Korean Society of Industry Convergence
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    • v.21 no.4
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    • pp.167-174
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    • 2018
  • Presently, the exploration of an unknown environment is an important task for the development of mobile robots and mobile robots are navigated by means of a number of methods, using navigating systems such as the sonar-sensing system or the visual-sensing system. To fully utilize the strengths of both the sonar and visual sensing systems, In mobile robotics, multi-sensor data fusion(MSDF) became useful method for navigation and collision avoiding. Moreover, their applicability for map building and navigation has exploited in recent years. In this paper, as the preliminary step for developing a multi-purpose autonomous carrier mobile robot to transport trolleys or heavy goods and serve as robotic nursing assistant in hospital wards. The aim of this paper is to present the use of multi-sensor data fusion such as ultrasonic sensor, IR sensor for mobile robot to navigate, and presents an experimental mobile robot designed to operate autonomously within indoor environments. Simulation results with a mobile robot will demonstrate the effectiveness of the discussed methods.

Localization of Mobile robot using color landmark (컬러 랜드마크를 이용한 이동 로봇의 자가 측위)

  • Gim, Seong-Chan;Ko, Su-Hong;Kim, Hyong-Suk;Kim, Jong-Man;Lee, Wang-Hee
    • Proceedings of the KIEE Conference
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    • 2006.10c
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    • pp.545-547
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    • 2006
  • This paper propose a localization method using color landmark that is applicable to mobile intelligent robot. The color landmarks are attached in the indoor ceiling. The world coordinate of robot is estimated by color patterns and the coordinates of landmarks. A landmark is composed of 4color and these 4 colors are sorted in a line. All of landmarks have a main color which indicates direction of robot. Other 3 colors are the combination of 5 kind of colors. The CCD camera is installed on the top of robot to observe the landmarks in the ceiling.

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A study on localization and compensation of mobile robot using fusion of vision and ultrasound (영상 및 거리정보 융합을 이용한 이동로봇의 위치 인식 및 오차 보정에 관한 연구)

  • Jang, Cheol-Woong;Jung, Ki-Ho;Jung, Dae-Sub;Ryu, Je-Goon;Shim, Jae-Hong;Lee, Eung-Hyuk
    • Proceedings of the KIEE Conference
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    • 2006.10c
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    • pp.554-556
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    • 2006
  • A key component for autonomous mobile robot is to localize ifself. In this paper we suggest a vision-based localization and compensation of robot's location using ultrasound. Mobile robot travels along wall and searches each feature in indoor environment and transformed absolute coordinates of actuality environment using these points and builds a map. And we obtain information of the environment because mobile robot travels along wall. Localzation search robot's location candidate point by ultrasound and decide position among candidate point by features matching.

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Fuzzy Re-adhesion Control for Wheeled Robot (이동 로봇의 퍼지 재점착 제어)

  • Kwon, Sun-Ku;Huh, Uk-Youl;Kim, Jin-Hwan
    • Proceedings of the KIEE Conference
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    • 2005.05a
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    • pp.30-32
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    • 2005
  • Mobility of an indoor wheeled robot is affected by adhesion force that is related to various floor conditions. When the adhesion force between driving wheels and floor decreases suddenly, the robot begins slip. In order to overcome this slip problem, optimal slip velocity must be decided for stable movement of wheeled robot. First of all, this paper shows that conventional PI control can not be applied to a wheeled robot of the light weight. Secondly, proposed fuzzy logic is applied to the Takagi-Sugeno model for the configuration of fuzzy sets. For the design of Takagi-Sugeno model and fuzzy rule, proposed algorithm uses FCM(Fuzzy c-mean clustering method) algorithm. The proposed fuzzy logic controller(FLC) is pretty useful with prevention of the slip phenomena for the controller performance in the re-adhesion control strategy.

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Robot Localization with Ultrasonic Position System

  • Shin, Low-Kok;Park, Soo-Hong
    • Journal of information and communication convergence engineering
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    • v.6 no.1
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    • pp.10-14
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    • 2008
  • The robot localization problem is a key problem in making truly autonomous robots. In this work we provide thorough discussions of Ultrasonic Positioning System can be applied to the localization problem. First, we look at the use of Kalman filters and basic concept and the equation involved in Kalman filters. Secondly, we create understanding of how the Kalman filters can be implemented in robot localization. We show our discussion and experiments how Kalman filters applied to the localization problem. Lastly, we perform simulations using Usat Wheel Chair robot in our own general Kalman filters robot monitoring software.

Development of a Coaxial Rotor Flying Robot for Observation (감시용 동축로터 비행로봇의 개발)

  • Kang, Min-Sung;Shin, Jin-Ok;Park, Sang-Deok;Whang, Se-Hee;Cho, Kuk;Kim, Duk-Hoo;Ji, Sang-Ki
    • Journal of Institute of Control, Robotics and Systems
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    • v.13 no.2
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    • pp.101-107
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    • 2007
  • A coaxial rotor flying robot is developed for surveying and reconnoitering various circumstances under calamity environment. The robot has two contrarotating rotors on a common axis, an embedded microcontroller, an IMU(Inertial Measurement Unit), an IR sensor for height control, a micro camera for surveillance, ultrasonic position sensors and wireless communication devices. A bell-bar mounted on the top of the upper rotor hub increases stability and improves flight performance. In this paper, we present a dynamic model of a coaxial rotor flying robot and design an embedded controller far the robot, and implement them to control the developed flying robot. Experimental results show that the proposed controller is valid for autonomous hovering and position control.

The Indoor Position Detection Method using a Single Camera and a Parabolic Mirror (볼록 거울 및 단일 카메라를 이용한 실내에서의 전 방향 위치 검출 방법)

  • Kim, Jee-Hong;Kim, Hee-Sun;Lee, Chang-Goo
    • Journal of Institute of Control, Robotics and Systems
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    • v.14 no.2
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    • pp.161-167
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    • 2008
  • This article describes the methods of a decision of the location which user points to move by an optical device like a laser pointer and a moving to that location. Using a conic mirror and CCD camera sensor, a robot observes a spot of user wanted point among an initiative, computes the location and azimuth and moves to that position. This system offers the brief data to a processor with simple devices. In these reason, we can reduce the time of a calculation to process of images and find the target by user point for carrying a robot. User points a laser spot on a point to be moved so that this sensor system in the robot, detecting the laser spot point with a conic mirror, laid on the robot, showing a camera. The camera is attached on the robot upper body and fixed parallel to the ground and the conic mirror.

An Intelligent Estimation Method of Robot-location based on Passive RFID Tags in Static Position (정적 Passive RFID 태그를 이용한 지능적인 로봇위치추정기법)

  • Moon Seung-Wuk;Ji Yong-Kwan;Park Jahng-Hyon
    • Journal of Institute of Control, Robotics and Systems
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    • v.12 no.1
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    • pp.9-14
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    • 2006
  • This paper presents methods of robot localization using recent radio frequency identification technology. If the absolute position and orientation of a tag are given in an indoor environment where RFID tags are installed, a robot can estimate its location using the relationship of the identified tag and the robot in a relative coordinate. To derive this relationship, we propose three estimation techniques using a model of a RFID reader, the direction of identification and the detection range. In this algorithm, a suitable estimation method is selected out of the three proposed techniques depending on the situations and trajectory of robot in the detection range. Simulation and experimental results show that the proposed methods can provide good performance for localization.

Indoor Localization of a Mobile Robot Using External Sensor (외부 센서를 이용한 이동 로봇 실내 위치 추정)

  • Ko, Nak-Yong;Kim, Tae-Gyun
    • Journal of Institute of Control, Robotics and Systems
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    • v.16 no.5
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    • pp.420-427
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    • 2010
  • This paper describes a localization method based on Monte Carlo Localization approach for a mobile robot. The method uses range data which are measured from ultrasound transmitting beacons whose locations are given a priori. The ultrasound receiver on-board a robot detects the range from the beacons. The method requires several beacons, theoretically over three. The method proposes a sensor model for the range sensing based on statistical analysis of the sensor output. The experiment uses commercialized beacons and detector which are used for trilateration localization. The performance of the proposed method is verified through real implementation. Especially, it is shown that the performance of the localization degrades as the sensor update rate decreases compared with the MCL algorithm update rate. Though the method requires exact location of the beacons, it doesn't require geometrical map information of the environment. Also, it is applicable to estimation of the location of both the beacons and robot simultaneously.

A landmark position estimation method using a color image for an indoor mobile robot (실내 주행 이동 로봇을 위한 컬러 이미지를 이용한 표식점 위치 측정 방법)

  • 유원필;정명진
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.45 no.2
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    • pp.310-318
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    • 1996
  • It is very important for a mobile robot to estimate its current position With precise information about the current position, the mobile robot can do path-planning or environmental map building successfully. In this paper, a position estimation method using one color image is presented. The mobile robot(K2A) takes an image of a corridor and searches for the door and pillar, which are the given landmarks. The color information is used to distinguish the landmarks. In order to represent the presence of the landmarks, Image Mode is defined. This method adopts Kullback information distance. If a landmark is detected, with the color information, the mobile robot identifies the vertical line of the landmark and its crossing point and an experimental navigation is performed.

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