PUKYONG

시설물 감시 로봇의 경로계획법 연구

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Alternative Title
A Study on Path Planning Method of Facility Surveillance Robot.
Abstract
Robots are being used for various purposes with the advancement of industry. Among them, mobile robots, which require three elements of perception, planning, and execution, are subject to active research because they can be widely applied to daily life and industrial environments. However, traditional mobile robots, using multiple ultrasonic sensors or infrared sensors, perceive the surrounding environment fragmentarily, thus facing limitations in creating a reliable global map due to significant errors in determining distances between obstacles and the robot in complex environments. To overcome this, recently, LiDAR has been developed to determine the distance to obstacles in a 2D or 3D range using multiple optical beams with a circular radius, and recognize complex shapes at high resolution. In addition, by utilizing IMU sensors, the physical status of the mobile robot can be assessed, enhancing the reliability of robot state estimation and creating a global map.
In this study, we utilized these technologies to build an autonomous robot for monitoring facilities in Engineering Buildings 1 and 2 at Pukyong National University. This robot, equipped with a leveling device for stable driving on surfaces less even than indoors, was designed to perceive the robot and its surrounding environment through sensors such as LiDAR, IMU, and GPS. After experiments in virtual and real environments, we confirmed that the created facility monitoring robot reliably drives, transmits video, and flexibly plans and executes evasion routes for static or dynamic obstacles.
Author(s)
김태의
Issued Date
2023
Awarded Date
2023-08
Type
Dissertation
Keyword
시설물 감시, 자율주행, 경로계획, SLAM
Publisher
부경대학교
URI
https://repository.pknu.ac.kr:8443/handle/2021.oak/33489
http://pknu.dcollection.net/common/orgView/200000695027
Alternative Author(s)
Kim Tae Eui
Affiliation
부경대학교 산업대학원
Department
기계설계공학과
Advisor
김창원
Table Of Contents
Ⅰ. 서론 1
1. 연구의 배경 1
2. 연구의 목적 5
Ⅱ. 자율 주행 기술 6
1. 주행 로봇 운동학 6
2. 동시적 위치 추정 및 지도 작성 9
(1) Gmapping 10
(2) Cartographer 12
3. 경로 계획 13
(1) DWA 경로 계획법 14
(2) TEB 경로 계획법 15
Ⅲ. 연구 방법 17
1. 하드웨어 구성 17
(1) 감지부 19
(2) 제어부 22
(3) 구동부 23
2. 소프트웨어 구성 26
(1) ROS(Robot Operating System) 26
(2) 시설물 감시 로봇 시뮬레이션 29
1) Gazebo world 모델링 30
2) 시설물 감시 로봇 모델링 31
3) 동시적 위치 추정 및 지도 작성 35
4) 경로 계획 및 자율 주행 37
(3) 시설물 감시 로봇 실제환경 실험 39
1) 실험 환경 39
2) 동시적 위치 추정 및 지도 작성 39
3) 경로 계획 및 자율 주행 46
① 자율 주행 시 위치 추정 한계 46
② Extended Kalman Filter 기반의 위치 추정 개선 47
Ⅳ. 연구 결과 54
Ⅴ. 논의(고찰) 54
Ⅵ. 결 론 55
참고문헌 57
Degree
Master
Appears in Collections:
대학원 > 기계설계공학과
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