• Title/Summary/Keyword: obstacle recognition

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Implementation of a sensor fusion system for autonomous guided robot navigation in outdoor environments (실외 자율 로봇 주행을 위한 센서 퓨전 시스템 구현)

  • Lee, Seung-H.;Lee, Heon-C.;Lee, Beom-H.
    • Journal of Sensor Science and Technology
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    • v.19 no.3
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    • pp.246-257
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    • 2010
  • Autonomous guided robot navigation which consists of following unknown paths and avoiding unknown obstacles has been a fundamental technique for unmanned robots in outdoor environments. The unknown path following requires techniques such as path recognition, path planning, and robot pose estimation. In this paper, we propose a novel sensor fusion system for autonomous guided robot navigation in outdoor environments. The proposed system consists of three monocular cameras and an array of nine infrared range sensors. The two cameras equipped on the robot's right and left sides are used to recognize unknown paths and estimate relative robot pose on these paths through bayesian sensor fusion method, and the other camera equipped at the front of the robot is used to recognize abrupt curves and unknown obstacles. The infrared range sensor array is used to improve the robustness of obstacle avoidance. The forward camera and the infrared range sensor array are fused through rule-based method for obstacle avoidance. Experiments in outdoor environments show the mobile robot with the proposed sensor fusion system performed successfully real-time autonomous guided navigation.

A Study on the Obstacle Avoidance Control of Pipe Climbing Robot for Pipe Structure Inspection (파이프 구조물 검사를 위한 파이프 등반 로봇의 장애물 회피 제어 연구)

  • Lee, S-Ra-El;Lee, Sung-Uk;Park, Jong-Won
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.20 no.6
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    • pp.167-173
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    • 2020
  • A lot of research has been done on pipe climbing robots to investigate the aging pipe structures of nuclear power plants and petrochemical plants. Nevertheless, most of the research on pipe climbing robots focused on the structural design and foundational motion control of pipe climbing robots. So, For the operator to control the pipe climbing robot, it has many difficulties to climb the pipe and avoid obstacles by manual operation. In this paper, propose an algorithm that recognizes obstacle by using camera images of pipe climbing robots, estimates the distance between pipe climbing robots and obstacles, and determines the position where pipe climbing robots can catch pipes to avoid obstacles between pipes.

Gaze Recognition Interface Development for Smart Wheelchair (지능형 휠체어를 위한 시선 인식 인터페이스 개발)

  • Park, S.H.
    • Journal of rehabilitation welfare engineering & assistive technology
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    • v.5 no.1
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    • pp.103-110
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    • 2011
  • In this paper, we propose a gaze recognition interface for smart wheelchair. The gaze recognition interface is a user interface which recognize the commands using the gaze recognition and avoid the detected obstacles by sensing the distance through range sensors on the way to driving. Smart wheelchair is composed of gaze recognition and tracking module, user interface module, obstacle detector, motor control module, and range sensor module. The interface in this paper uses a camera with built-in infra red filter and 2 LED light sources to see what direction the pupils turn to and can send command codes to control the system, thus it doesn't need any correction process per each person. The results of the experiment showed that the proposed interface can control the system exactly by recognizing user's gaze direction.

Driving three kinds of Course Test with RC car by Color Recognition (색깔 인식에 의한 RC car의 3가지 코스 시험 주행)

  • Lee, Jong-Min;Sohn, Young-Sun
    • Journal of the Korean Institute of Intelligent Systems
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    • v.24 no.1
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    • pp.33-39
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    • 2014
  • Automatic driving needs many functions such as the obstacle recognition, the lane recognition, and the lane change, etc. In this paper, we realized a system which automatically drove the three-kinds of vehicle driving course, to introduce and apply the concept of 'color recognition' that expands the scope of 'lane recognition' for vehicle driving. We made the reduced each course compared with RC(Radio Control) car size, and controlled the steering considering the position and the slope of the detection line and the speed. Because the RC car does not have the brake function, we consider the speed and the position of the detection line to stop the RC car.

Parking Space Recognition for Autonomous Valet Parking Using Height and Salient-Line Probability Maps

  • Han, Seung-Jun;Choi, Jeongdan
    • ETRI Journal
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    • v.37 no.6
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    • pp.1220-1230
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    • 2015
  • An autonomous valet parking (AVP) system is designed to locate a vacant parking space and park the vehicle in which it resides on behalf of the driver, once the driver has left the vehicle. In addition, the AVP is able to direct the vehicle to a location desired by the driver when requested. In this paper, for an AVP system, we introduce technology to recognize a parking space using image sensors. The proposed technology is mainly divided into three parts. First, spatial analysis is carried out using a height map that is based on dense motion stereo. Second, modelling of road markings is conducted using a probability map with a new salient-line feature extractor. Finally, parking space recognition is based on a Bayesian classifier. The experimental results show an execution time of up to 10 ms and a recognition rate of over 99%. Also, the performance and properties of the proposed technology were evaluated with a variety of data. Our algorithms, which are part of the proposed technology, are expected to apply to various research areas regarding autonomous vehicles, such as map generation, road marking recognition, localization, and environment recognition.

Development of an Autonomous Mobile Robot with the Function of Teaching a Moving Path by Speech and Avoiding a Collision (음성에 의한 경로교시 기능과 충돌회피 기능을 갖춘 자율이동로봇의 개발)

  • Park, Min-Gyu;Lee, Min-Cheol;Lee, Suk
    • Journal of the Korean Society for Precision Engineering
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    • v.17 no.8
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    • pp.189-197
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    • 2000
  • This paper addresses that the autonomous mobile robot with the function of teaching a moving path by speech and avoiding a collision is developed. The use of human speech as the teaching method provides more convenient user-interface for a mobile robot. In speech recognition system a speech recognition algorithm using neural is proposed to recognize Korean syllable. For the safe navigation the autonomous mobile robot needs abilities to recognize a surrounding environment and to avoid collision with obstacles. To obtain the distance from the mobile robot to the various obstacles in surrounding environment ultrasonic sensors is used. By the navigation algorithm the robot forecasts the collision possibility with obstacles and modifies a moving path if it detects a dangerous obstacle.

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Development of IoT System Based on Context Awareness to Assist the Visually Impaired

  • Song, Mi-Hwa
    • International Journal of Advanced Culture Technology
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    • v.9 no.4
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    • pp.320-328
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    • 2021
  • As the number of visually impaired people steadily increases, interest in independent walking is also increasing. However, there are various inconveniences in the independent walking of the visually impaired at present, reducing the quality of life of the visually impaired. The white cane, which is an existing walking aid for the visually impaired, has difficulty in recognizing upper obstacles and obstacles outside the effective distance. In addition, it is inconvenient to cross the street because the sound signal to help the visually impaired cross the crosswalk is lacking or damaged. These factors make it difficult for the visually impaired to walk independently. Therefore, we propose the design of an embedded system that provides traffic light recognition through object recognition technology, voice guidance using TTS, and upper obstacle recognition through ultrasonic sensors so that blind people can realize safe and high-quality independent walking.

A Study on ROS based Control of Serving Robot Using Speech Recognition (음성인식을 이용한 ROS 기반 서빙 로봇 원격 제어 연구)

  • Kim, Byeong-Jun;Lee, Seo-Hyeon;Cho, Eun-Young;Park, Hae-Jun;Kwon, Nam Kyu
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.01a
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    • pp.211-212
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    • 2021
  • 본 논문에서는 싱글보드 컴퓨터 Jetson nano 기반 음성 라이브러리 Snowboy를 활용하여 음성인식 시스템을 구현하여 Turtlebot의 동작을 제어하였다. Turtlebot은 ROS(Robot Operating System) 기반으로 동작하며 ROS core를 통해 Jetson nano와 데이터전송이 가능하다. 사용자에 의해 실시간으로 Snowboy에 저장된 특정 음성을 인식하고 지정된 좌표로 변환한다. 변환된 좌표에 따라 Turtlebot이 지정된 위치로 이동한다. Lidar센서를 활용하여 장애물을 감지하고 다른 경로를 생성해 지정된 위치로 이동한다.

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Fabrication and Evaluation of Tactile Stimulator Using Stacked PZT (적층형 액추에이터를 이용한 촉각자극기의 제작 및 평가 PZT)

  • 윤명종;권대규;김남균;유기호
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2004.10a
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    • pp.450-453
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    • 2004
  • A tactile stimulator array using stacked PZT is fabricated and evaluated in this paper. The purpose of this research is the development of a tactile stimulator to represent the obstacle information for the visually disabled. As a first step of this research, we investigate the physiological characteristics of tactile stimuli and design a tactile stimulator based on the investigated results. Also we evaluated a fabricated tactile stimulator. The prototype of tactile stimulator which has 2$\times$2 tactor elements with 3mm spacing is fabricated using stacked PZT actuator. In order to evaluate the characteristics of this tactile stimulator, physiological experiments are carried out. In the experiment, the threshold of tactile stimulus intensity within a frequency range of 5-500Hz at various stimulus amplitudes are investigated. According to the obtained experimental result, the input signal of tactile stimulator for the effective transfer of obstacle information is determined. Also physiological experiments of multi-stimuli recognition such as shift and rotation are carried out

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A Study on Autonomous Driving Mobile Robot by Using Fuzzy Algorith (퍼지 알고리즘을 이용한 자율주행 이동로봇의 설계에 관한 연구)

  • Seo Hyun-Jae;Lim Young-Do
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.4B
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    • pp.278-284
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    • 2006
  • In thispaper, we designed a intelligent autonomous driving robot by using Fuzzy algorithm. The object of designed robot is recognition of obstacle, avoidance of obstacle and safe arrival. We append a suspension system to auxiliary wheel for improvement in stability and movement. The designed robot can arrive at destination where is wanted to go by the old and the weak and the handicapped at indoor hospital and building.