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관성 측정 장치를 활용한 보행자 추측 항법 시스템의 구현

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Author(s)
이정훈
Issued Date
2016
Keyword
PDR IMU
Abstract
Nowadays, there are a variety of studies for providing indoor positioning service to pedestrian. global positioning system (GPS) is the best positioning system, but it is not good in indoor environment because attenuation of the GPS signal is severely occurred in indoor environment. For indoor positioning system, many researchers are studying a position estimation methods such as UWB (Ultra Wide Band), WLAN (Wireless Local Area Network), and etc.
The pedestrian dead-reckoning (PDR) system using inertial measurement unit (IMU) does not require additional external devices. The position of pedestrian is estimated by analyzing the signal pattern by itself. In general, PDR system shows different performances according to the position of sensors attached to the body. In this paper, PDR system using the 2 synchronized IMUs (waist-mounted IMU and foot-mounted IMU) is proposed. Both step detection and step length estimation is performed by using gyroscope sensor in foot-mounted IMU. On the other hand, heading estimation is operated in the waist-mounted IMU. Also, to reduce drift error from integration of gyroscope, static state detection process is implemented. In this paper, the performances of the waist-mounted PDR and foot-mounted PDR systems are compared and evaluated with positioning accuracy of the pedestrian.
Alternative Title
Implementation of pedestrian dead-reckoning system using Inertial Measurement Unit
Alternative Author(s)
Jeong-Hoon Lee
Affiliation
조선대학교
Department
일반대학원 정보통신공학과
Advisor
변재영
Awarded Date
2017-02
Table Of Contents
Ⅰ. 서 론 1
A. 연구 배경 및 목적 1
B. 연구 목표 2
C. 논문 구성 2
II. 실내 위치 측위 기존 연구 3
A. 삼각측량법을 활용한 측위 시스템 3
B. 핑거프린팅 기법을 활용한 측위 시스템 3
C. IMU를 활용한 보행자 추측 항법 시스템 4
Ⅲ. 제안한 PDR 시스템 9
A. 시스템 구조 9
B. 제안한 걸음 검출 방법 10
C. 제안한 보폭 추정 방법 15
D. 보행자 방향 추정 방법 17
E. 보행자 위치 추정 방법 18
Ⅳ. 실험 결과 및 분석 19
A. 테스트 환경 19
B. 실험 결과 및 성능 평가 20
Ⅴ. 결론 30
참고문헌 31
Degree
Master
Publisher
조선대학교대학원
Citation
이정훈. (2016). 관성 측정 장치를 활용한 보행자 추측 항법 시스템의 구현.
Type
Dissertation
URI
https://oak.chosun.ac.kr/handle/2020.oak/13055
http://chosun.dcollection.net/common/orgView/200000265945
Appears in Collections:
General Graduate School > 3. Theses(Master)
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