• Title/Summary/Keyword: 무인로봇

Search Result 422, Processing Time 0.027 seconds

Vision-Based Collision-Free Formation Control of Multi-UGVs using a Camera on UAV (무인비행로봇에 장착된 카메라를 이용한 다중 무인지상로봇의 충돌 없는 대형 제어기법)

  • Choi, Francis Byonghwa;Ha, Changsu;Lee, Dongjun
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.30 no.1
    • /
    • pp.53-58
    • /
    • 2013
  • In this paper, we present a framework for collision avoidance of UGVs by vision-based control. On the image plane which is created by perspective camera rigidly attached to UAV hovering stationarily, image features of UGVs are to be controlled by our control framework so that they proceed to desired locations while avoiding collision. UGVs are assumed as unicycle wheeled mobile robots with nonholonomic constraint and they follow the image feature's movement on the ground plane with low-level controller. We used potential function method to guarantee collision prevention, and showed its stability. Simulation results are presented to validate capability and stability of the proposed framework.

Improvements to a Modular Agricultural Robot Platform for Field Work (밭 노지 작업을 위한 모듈형 농업 로봇 플랫폼 개선에 관한 연구)

  • Kim, Dongwoo;Hong, Hyunggil;Cho, Yongjun;Yun, Haeyong;Oh, Jangseok;Gang, Minsu;Park, Huichang;Seo, Kabho
    • Journal of the Korean Society of Manufacturing Process Engineers
    • /
    • v.20 no.10
    • /
    • pp.80-87
    • /
    • 2021
  • Our study introduces an improved modular agricultural platform to provide convenience to agricultural workers. We upgrade the platform design in three parts, namely, by adding a 458 pattern tire, electricity control, and four-wheel steering function, to improve the platform performance. Results showed that the upgrades enhanced the platform performance and reduced its overall weight as compared with the existing platform. To demonstrate the performance of our improved platform, we conducted five types of experiments with respect to the climbing angle, variable width, attitude control, speed, and obstacle passing.

Localization and Mapping System using Single Camera and PSD Sensors (단일 카메라와 PSD 센서를 이용한 로봇 위치추적 및 맵핑 시스템)

  • Yoo, Sung-Goo;Chong, Kil-To
    • Proceedings of the KIEE Conference
    • /
    • 2008.10b
    • /
    • pp.339-340
    • /
    • 2008
  • 로봇의 현재 위지 추적은 무인 로봇 자동 항법시스템의 중요 기술로 센서 데이터로부터 로봇의 위치를 결정하고 환경맵을 구성하는 것이다. 기존 방법으로는 초음파, 레이저 등의 거리 측정 센서를 이용해 로봇의 전역 위치를 찾는 방법과 스테레오 비전을 통한 방법이 개발되었다. 거리 측정 센서만으로 로봇위치 추적 알고리즘은 계산량이 감소하고 비용이 적게 들지만 센서오차율 및 환경장애에 따른 오류가 크다. 이에 반해 스테레오 비전 시스템은 3차원 공간영역을 정확히 측정할 수 있지만 계산량이 많아 고사양의 시스템을 요구하고 알고리즘 구현에 어려움이 있다. 따라서 본 논문에서는 단일 카메라 영상과 PSD(position sensitive device) 센서를 사용하여 로봇의 현재 위치를 추적하고 환경맵을 구성하여 자율이동이 가능한 시스템을 제안한다.

  • PDF

Implementation of ROS-Based Intelligent Unmanned Delivery Robot System (ROS 기반 지능형 무인 배송 로봇 시스템의 구현)

  • Seong-Jin Kong;Won-Chang Lee
    • Journal of IKEEE
    • /
    • v.27 no.4
    • /
    • pp.610-616
    • /
    • 2023
  • In this paper, we implement an unmanned delivery robot system with Robot Operating System(ROS)-based mobile manipulator, and introduce the technologies employed for the system implementation. The robot consists of a mobile robot capable of autonomous navigation inside the building using an elevator and a Selective Compliance Assembly Robot Arm(SCARA)-Type manipulator equipped with a vacuum pump. The robot can determines the position and orientation for picking up a package through image segmentation and corner detection using the camera on the manipulator. The proposed system has a user interface implemented to check the delivery status and determine the real-time location of the robot through a web server linked to the application and ROS, and recognizes the shipment and address at the delivery station through You Only Look Once(YOLO) and Optical Character Recognition(OCR). The effectiveness of the system is validated through delivery experiments conducted within a 4-story building.

Navigation of Unmanned Vehicle Using Relative Localization and Magnetic Guidance (상대위치인식과 자계안내를 이용한 무인주행차량의 주행기법)

  • Lee, Yong-Jun;Ryoo, Young-Jae
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.21 no.4
    • /
    • pp.430-435
    • /
    • 2011
  • In this paper, a navigation technology of an unmanned vehicle using relative localization and magnetic guidance is proposed. Magnetic guidance system had been developed as a robust autonomous driving technology as long as magnetic fields on the path are detected. Otherwise, if magnetic fields were not detected due to some reasons, the vehicle could not drive. Therefore, in order to overcome the drawback, we propose that relative localization would be combined to magnetic guidance system. To validate the usefulness of the proposed method, a robotic vehicle was set up with the magnetic guidance system and the relative localization. In addition, the unmanned driving test was realized on the road without the magnetic fields so that the proposed method is verified by the experiment.

Development of compound eye image quality improvement based on ESRGAN (ESRGAN 기반의 복안영상 품질 향상 알고리즘 개발)

  • Taeyoon Lim;Yongjin Jo;Seokhaeng Heo;Jaekwan Ryu
    • Journal of the Korea Computer Graphics Society
    • /
    • v.30 no.2
    • /
    • pp.11-19
    • /
    • 2024
  • Demand for small biomimetic robots that can carry out reconnaissance missions without being exposed to the enemy in underground spaces and narrow passages is increasing in order to increase the fighting power and survivability of soldiers in wartime situations. A small compound eye image sensor for environmental recognition has advantages such as small size, low aberration, wide angle of view, depth estimation, and HDR that can be used in various ways in the field of vision. However, due to the small lens size, the resolution is low, and the problem of resolution in the fused image obtained from the actual compound eye image occurs. This paper proposes a compound eye image quality enhancement algorithm based on Image Enhancement and ESRGAN to overcome the problem of low resolution. If the proposed algorithm is applied to compound eye image fusion images, image resolution and image quality can be improved, so it is expected that performance improvement results can be obtained in various studies using compound eye cameras.

Autonomous Flight System of UAV through Global and Local Path Generation (전역 및 지역 경로 생성을 통한 무인항공기 자율비행 시스템 연구)

  • Ko, Ha-Yoon;Baek, Joong-Hwan;Choi, Hyung-Sik
    • Journal of Aerospace System Engineering
    • /
    • v.13 no.3
    • /
    • pp.15-22
    • /
    • 2019
  • In this paper, a global and local flight path system for autonomous flight of the UAV is proposed. The overall system is based on the ROS robot operating system. The UAV in-built computer detects obstacles through 2-D Lidar and generates real-time local path and global path based on VFH and Modified $RRT^*$-Smart, respectively. Additionally, a movement command is issued based on the generated path on the UAV flight controller. The ground station computer receives the obstacle information and generates a 2-D SLAM map, transmits the destination point to the embedded computer, and manages the state of the UAV. The autonomous UAV flight system of the is verified through a simulator and actual flight.

A Study of Smart Robot Architecture and Movement for Observation of Dangerous Region (위험지역 감시스마트로봇의 설계와 동작에 관한 연구)

  • Koo, Kyung-Wan;Baek, Dong-Hyun
    • Fire Science and Engineering
    • /
    • v.27 no.6
    • /
    • pp.83-88
    • /
    • 2013
  • Catastrophic disasters are sprouting out recently, i.e., the radiation leaks and the hydrofluoric acid gas leaks, etc. The restoration work for these kinds of disasters is very harmful and dangerous for human beings to handle themselves, thus allowing manless robots to fly the reconnaissance planes over to the disaster stricken areas and do the necessary work instead. For this endeavor and purpose, we created and tested an intelligent robot that can inspect those areas, using Mbed (ARM processor) technology temperature sensors and gas sensors aided by CAM (Computer-Aided Manufacturing) cameras. Also, HTTP Server, PC, androids and their combined efforts allow their remote controlled operation from far away with timing control. These intelligent robots can be on duty for 24 hours, minimizing the accidents and crimes and what not, and can respond more quickly when these misfortunes actually happen. We can anticipate the economic effects as well, derived from the reduced needs for hiring human resources.