• Title/Summary/Keyword: Robot localization

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Obstacle Avoidance Algorithm Development for Network-Based Autonomous Mobile Robots (네트워크 기반 자율이동로봇의 장애물 회피 알고리즘 개발)

  • Sohn, Soo-Kyung;Kim, Joo-Min;Kim, Hong-Ryeol;Kim, Dae-Won;Yang, Kwang-Woong
    • Proceedings of the KIEE Conference
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    • 2004.07d
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    • pp.2435-2437
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    • 2004
  • In this paper, an obstacle avoidance algorithm is proposed for a network-based robot considering network delay by distribution. The proposed algorithm is based on the VFH(Vector Field Histogram) algorithm, and for the network-based robot system, in which it is assumed robot localization information is transmitted through network communication. In this paper, target vector for the VFH algorithm is estimated through the robot localization information and the measurement of its delay by distribution. The delay measurement is performed by time-stamp method. To synchronize all local clocks of the nodes distributed on the network, a global clock synchronization method is adopted. With the delay measurement, the robot localization estimation is performed by calculating the kinematics of the robot. The validation of the proposed algorithm is performed through the performance comparison of the obstacle avoidance between the proposed algorithm and the existing VFH algorithm on the network-based autonomous mobile robot.

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The Underwater UUV Docking with 3D RF Signal Attenuation based Localization (UUV의 수중 도킹을 위한 전자기파 신호 기반의 위치인식 센서 개발)

  • Kwak, Kyungmin;Park, Daegil;Chung, Wan Kyun;Kim, Jinhyun
    • Journal of Sensor Science and Technology
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    • v.26 no.3
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    • pp.199-203
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    • 2017
  • In this paper, we developed an underwater localization system for underwater robot docking using the electromagnetic wave attenuation model. Electromagnetic waves are generally known to be impossible to use in water environment. However, according to the conclusions of the previous studies on the attenuation characteristics in underwater, the attenuation pattern is uniform and its model was accurately proposed and verified in 3-dimensional space via the omnidirectional antenna. In this paper, a docking structure and localization sensor system are developed for a widely used cone type docking mechanism. First, we fabricated electromagnetic wave range sensor transmit modules. And a mobile sensor node is equipped with unmanned underwater vehicle(UUV)s. The mobile node senses the four different signal strength (RSS: Received Signal Strength) from fixed nodes, and the obtained RSS data are transformed to each distance information using the 3-Dimensional EM wave attenuation model. Then, the relative localization between the docking area and underwater robot can be achieved according to optimization algorithm. Finally, experimental results show the feasibility of the proposed localization system for the docking induction by comparing the errors in the actual position of the mobile node and the theoretical position through the model.

Development of Localization using Artificial and Natural Landmark for Indoor Mobile Robots (실내 이동 로봇을 위한 자연 표식과 인공 표식을 혼합한 위치 추정 기법 개발)

  • Ahn, Joonwoo;Shin, Seho;Park, Jaeheung
    • The Journal of Korea Robotics Society
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    • v.11 no.4
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    • pp.205-216
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    • 2016
  • The localization of the robot is one of the most important factors of navigating mobile robots. The use of featured information of landmarks is one approach to estimate the location of the robot. This approach can be classified into two categories: the natural-landmark-based and artificial-landmark-based approach. Natural landmarks are suitable for any environment, but they may not be sufficient for localization in the less featured or dynamic environment. On the other hand, artificial landmarks may generate shaded areas due to space constraints. In order to improve these disadvantages, this paper presents a novel development of the localization system by using artificial and natural-landmarks-based approach on a topological map. The proposed localization system can recognize far or near landmarks without any distortion by using landmark tracking system based on top-view image transform. The camera is rotated by distance of landmark. The experiment shows a result of performing position recognition without shading section by applying the proposed system with a small number of artificial landmarks in the mobile robot.

The design of wall-climbing underwater robot system (수중 벽면 주행 기구의 설계)

  • 김병만;김경훈;박영수;박기용
    • 제어로봇시스템학회:학술대회논문집
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    • 1997.10a
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    • pp.237-240
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    • 1997
  • The design of underwater inspection robot system is presented. This robot system is designed for wall inspection in the nuclear plant facility. This paper describes the major components of the robot and its structures. This robot system is consisted of three parts : mechanical electrical and sensing pail. The main problem of designing mechanical part is to select the mechanism of driving. In this system the propeller driving mechanism is selected which can be move the robot continuously. For reducing the size of robot, we designed the CPU and motor controller board. The sensor system is consisted of two parts. One is environment monitoring part and the other is robot localization system.

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Cooperation of Heterogeneous Robot Team for Localization and Map Building (이종 로봇팀의 협업을 통한 맵 빌딩과 위치추정)

  • Jeong, Jin-Su;Lim, Yun-Won;Kang, Soo-Hyek;Kim, Dong-Han
    • Journal of Institute of Control, Robotics and Systems
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    • v.17 no.2
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    • pp.102-107
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    • 2011
  • In this paper we present cooperation of heterogeneous robot team, composed of a wheeled robot and a helicopter for localization and map building. This heterogeneous robot team can successfully fulfill task by combining the abilities of both robots than single robot because wheeled robot and helicopter have complementing ability. The scenario describes a tightly cooperative task, where the wheeled robot move carrying the helicopter and detect obstacles, if there are obstacles, helicopter take off for map building and land, then robot team move destination avoiding obstacles. We present PID controller for position control of helicopter and transformation algorithm to global coordinate from image pixel coordinate. Experimental result show that the proposed method is valid.

Sensor Network based Localization and Navigation of Mobile Robot

  • Moon, Tae-Kyung;Kuc, Tae-Yong
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.1162-1167
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    • 2003
  • This paper presents a simple sensor network consists of a group of sensors, RF components, and microprocessors, to perform a distributed sensing and information transmission using wireless links. In the proposed sensor network, though each sensor node has a limited capability and a simple signal-processing engine, a group of sensor nodes can perform a various tasks through coordinated information sharing and wireless communication in a large working area. Using the capability of self-localization and tracking, we show the sensor network can be applied to localization and navigation of mobile robot in which the robot has to be coordinated effectively to perform given task in real time.

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A study on INS/GPS implementation of loosely coupled method for localization of mobile robot. (이동로봇의 위치 추정을 위한 약결합 방식의 INS/GPS 구현에 관한 연구)

  • Park, Myung-Hoon;Hong, Seung-Hong
    • Proceedings of the KIEE Conference
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    • 2004.11c
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    • pp.493-495
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    • 2004
  • In this paper, shows a research in accordance with the design the implementation of the localization system for mobile robot using INS(Inertial Navigation System) and GPS(Global Positioning System). First, a Strapdown Inertial Navigation System : SDINS is designed and implemented for low speed walking robot, by modifying Inertial Navigation System which is widely used for rocket, airplane, ship and so on. In addition, thesis proposes the localization of robot with the method of loosely coupled method by using Kalman Filter with INS/GPS integrated system to utilize assumed position and steed data from GPS.

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Self-localization of a Mobile Robot Using Global Ultrasonic Sensor System (전역 초음파 센서 시스템을 이용한 이동 로봇의 자기 위치 추정)

  • 이수영;진재호
    • Journal of Institute of Control, Robotics and Systems
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    • v.9 no.2
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    • pp.145-151
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    • 2003
  • A global ultrasonic sensor system for self-localization of a mobile robot is proposed in this paper. The global ultrasonic sensor system consists of three or more ultrasonic transmitters fixed at some positions in the world coordinate and receivers in the moving coordinate of a mobile robot. In this global sensor system it is easy to get state vector of the mobile robot in the world coordinate from the distance information between each ultrasonic transmitter and receiver. An extended kalman filter algorithm is used to process the noisy ultrasonic signal and to estimate the state vector. In case of using several independent ultrasonic transmitters, it is necessary to avoid the cross talk among the ultrasonic waves and to synchronize between each ultrasonic transmitter and receiver. The small sized radio frequency modules are adopted to solve the cross talk and the synchronization problem Computer simulation and experiments are carried out to verify the effectiveness of the proposed ultrasonic sensor system.

New Algorithm of Localization Using Odometry and RFID System (오도메트리 정보와 RFID 시스템을 이용한 이동 로봇 위치 인식 방법)

  • Lee, Gyu-Min;Chang, Moon-Soo;Park, Poo-Gyeon
    • Proceedings of the KIEE Conference
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    • 2008.10b
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    • pp.91-92
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    • 2008
  • Localization and its applications are very important area of the mobile robot technology. Especially, accurate localization is needed when we move the mobile robot to the goal position. In indoor cases, Global Positioning System(GPS) is not suitable but Radio Frequency Identification(RFID) technology can provide position data to the robot. A proposed algorithm in this paper uses not only odometry data but also RFID data to improve estimation of true position of the robot with the particle filtering.

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Localization for Mobile Robot Based on Chirp Spread Spectrum Ranging (Chirp Spread Spectrum거리 측정을 이용한 이동 로봇의 위치 추정)

  • Cho, Hyeon-Woo;Lee, Young-Hun;Kim, Sang-Woo
    • Journal of Institute of Control, Robotics and Systems
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    • v.15 no.10
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    • pp.994-1001
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    • 2009
  • CSS (Chirp Spread Spectrum) specified in IEEE 802.15.4a can be used for ranging applications. In this paper, we apply the CSS to estimate the coordinates of a mobile robot. Four anchor nodes are installed at known positions and a tag node is attached to the target mobile robot. By CSS ranging, we measure the distances between each anchor and the tag node. Based on the measured distances, the coordinates of the mobile robot can be calculated by the method of trilateration. However the calculated coordinates are not accurate because of the errors of the measured distances. Therefore we propose an algorithm for reducing the effect of the errors. The proposed algorithm is executed with the extended Kalman filter. Through localization experiments, we show the performance of the proposed algorithm and the accuracy of the estimated position.