원문정보
A Study on the Indoor Location Determination using Smartphone Sensor Data For Emergency Evacuation
초록
영어
The LBS(Location Based Service) technology plays an important role in reducing wastes of time, losses of human lives and economic losses by detecting the user's location in order by suggesting the optimal evacuation route of the users in case of safety accidents. We developed an algorithm to estimate indoor location, movement path and indoor location changes of smart phone users based on the built-in sensors of smartphones and the dead-reckoning algorithm for pedestrians without a connection with smart devices such as Wi-Fi and Bluetooth. Furthermore, seven different indoor movement scenarios were selected to measure the performance of this algorithm and the accuracy of the indoor location estimation was measured by comparing the actual movement route and the algorithm results of the experimenter(pedestrian) who performed the indoor movement. The experimental result showed that this algorithm had an average accuracy of 95.0%.
목차
1. 서론
2. 이론적 배경
2.1 사용자의 보행 패턴 분석
2.2 사용자의 걸음 수 검출과 이동 거리
2.3 필터
2.4 사용자의 보폭 길이 예측
2.5 사용자의 방향 추정
3. 본론
3.1 위치 추정 알고리즘
3.2 스마트폰 센서를 활용한 사용자의 실내위치 추정 시나리오
3.3 시나리오에 따른 위치 추정 결과 분석
4. 결론 및 향후 연구 과제
5. References
