시각장애인의 안전한 보행을 위한 2D LiDAR-단안 카메라 기반 거리 측정 및 장애물 회피 시스템

Distance Measurement and Obstacle Avoidance System based on 2D LiDAR-Monocular Camera for Safe Walking of Visually Impaired People

초록

Ensuring safe and independent mobility for visually impaired individuals is essential for safeguarding their fundamental rights. This paper proposes a Sensor Fusion Autonomous Emergency Braking(AEB) system to achieve this goal. By calibrating a 2D LiDAR and a monocular camera, the system measures distance information from camera images, enabling obstacle detection and avoidance during navigation. Experiments were conducted to validate the system's accuracy and safety, including clustering, calibration, and distance measurement, as well as obstacle collision tests during autonomous navigation. Calibration results showed a reprojection error of 4.86 pixels, and the system ensured safe navigation without collisions. These findings confirm that the proposed system effectively supports safe and independent mobility for visually impaired individuals.

키워드

2D LiDAR-camera calibrationobstacle avoidanceemergency braking2D LiDARvisually impaired people.
제목
시각장애인의 안전한 보행을 위한 2D LiDAR-단안 카메라 기반 거리 측정 및 장애물 회피 시스템
제목 (타언어)
Distance Measurement and Obstacle Avoidance System based on 2D LiDAR-Monocular Camera for Safe Walking of Visually Impaired People
저자
김주영박지홍김건우
DOI
10.14801/jkiit.2025.23.1.73
발행일
2025-01
저널명
한국정보기술학회논문지
23
1
페이지
73 ~ 80