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LED 가로등의 색도를 이용한 자율주행 차량용 차로 위치측위에 관한 연구

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Alternative Title
A Study on the Positioning of Car Positions for Autonomous Driving Vehicles Using the Chromaticity of LED Street Lights
Abstract
Recently, many studies on autonomous vehicles are under way. Location recognition and positioning system for cars are one of the very essential parts in unmanned vehicles. These systems are on the basis of GNSS(Global Navigation Satellite System), using GPS (Global Positioning System)and it calculates location of the receiver using triangulation according to the moment when the satellite signal reaches to the receiver on the surface of the earth by using satellite network moving around the space orbit to measure the position. About seven-meter margin of measurement error occurs, resulting from various error factors. In addition, a margin of error of DGNSS(Differential GNSS) is merely about two meters, compared to GNSS by revising errors on a satellite clock, the ionosphere, the and the track, using Master Station on the ground, but accurate measurement is difficult to make in urban multi-path environment as GNSS is. As part of the improvement, researches are in progress to enhance accuracy of the position, fusing INS, Vision, Radar, Terrestrial Magnetism Sensor, Wi-Fi, etc. INS-GPSis one of the most typical sensor fusion positioning system, having problems with sharp occurrence of measurement errors in accordance with time. Plus, its performance is degraded in GPS interfering spots due to its high dependence on GPS. In short, sensor fusion positioning technique continues to be studied with many unsettled matters.[1-13]
To supplement problems with the current positioning system of vehicles, this paper suggests a positioning technique on the road by analyzing chromaticity coordinate, judging from color temperature of LED street lights and tunnels which are one of infrastructures on the roadway. The positioning technique developed in this paper is expected to be applicable when it is difficult to recognize lanes on account of their poor conditions and in GPS interfering spots by examining LED lights with different color temperatures on the respective roads for positioning locations on the road. Many research bodies are studying on the positioning system and it is considered to improve the performance as the technique covered on this paper applies to the conditions.
This paper consists of five chapters. Chapter 2 describes a chromaticity-related theory of LED lights to help understand the context of the research. Chapter 3 outlines the system structure for measuring chromaticity of LED lights. Chapter 4 gives a description of designing fuzzy controller and the experiment result. Chapter 5 suggests future research direction and the conclusion on positioning on the road using chromaticity of LED lights, based on the experiment result.
Author(s)
정재훈
Issued Date
2017
Awarded Date
2017. 2
Type
Dissertation
Keyword
LED Fuzzy 위치측위
Publisher
부경대학교 대학원
URI
https://repository.pknu.ac.kr:8443/handle/2021.oak/13538
http://pknu.dcollection.net/jsp/common/DcLoOrgPer.jsp?sItemId=000002331572
Affiliation
부경대학교 대학원
Department
대학원 제어계측공학과
Advisor
변기식
Table Of Contents
제 1 장 서론 1
제 2 장 LED 조명기의 색도 좌표 3
제 3 장 차로 위치에 따른 색도 측정을 위한 시스템 설계
3.1 LED 터널 조명등 구성 7
3.2 LED 터널 조명등 색도 측정을 위한 RGB센서 9
3.3 LED 터널 조명등 색도 측정을 위한 외란제거 13
제 4 장 차로 위치측위를 위한 Fuzzy 제어기 설계 및 실험
4.1 기준 색도 데이터 수집 26
4.2 퍼지제이기 설계 31
4.3 차로 위치측위 실험 34
제 5 장 결론 38
참고문헌 40
감사의 글 42
Degree
Master
Appears in Collections:
대학원 > 제어계측공학과
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