基于ToF相机的低成本SLAM避碰系统

IF 0.1 Q4 MULTIDISCIPLINARY SCIENCES Tecnologia en Marcha Pub Date : 2022-11-16 DOI:10.18845/tm.v35i8.6465
Dayron Romero-Godoy, David Sánchez-Rodríguez, Itziar Alonso-González, Francisco Delgado-Rajó
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引用次数: 0

摘要

室内定位是一个尚未得到有效、准确解决的问题。在室外,最有效的解决方案是全球定位系统(GPS),但由于信号减弱,无法在室内使用,因此研究了其他解决方案。这些方法可以应用于为盲人、旅游或自主机器人导航定义地图。本文提出了一种鲁棒障碍检测与映射系统的研究、设计、实现和评估。因此,它可以用于警告附近物体的存在,并避免室内导航中可能发生的碰撞。该系统基于飞行时间(ToF)相机和单板计算机(SBC),如树莓派或NVIDIA Jetson Nano。为了对系统进行评价,进行了若干实际实验。这种系统可以集成在轮椅上,帮助残疾人在室内活动,或者从室内环境中获取数据,并以2D或3D图像的形式再现。
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A low cost collision avoidance system based on a ToF camera for SLAM approaches
Indoor positioning is a problem that has not yet been solved efficiently and accurately. In outdoors the most effective solution is the Global Position System (GPS), but it cannot be used indoors due to the weakening of the signal, so other solutions have been studied. These approaches could be applied to define a map for the guidance of blind people, tourism or navigation for autonomous robots. In this paper, the study, design, implementation and evaluation of a robust obstacle detection and mapping system is proposed. Thus, it can be used to alert of near objects presence and avoid possible collisions in an indoor navigation. The system is based on a Time-of-Flight (ToF) camera and a Single Board Computer (SBC) like Raspberry PI or NVIDIA Jetson Nano. In order to evaluate the system several real experiments were carried out. This kind of system can be integrated on a wheelchair and help the handicapped person to move indoors or take data from an indoor environment and recreate it in a 2D or 3D images.
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来源期刊
Tecnologia en Marcha
Tecnologia en Marcha MULTIDISCIPLINARY SCIENCES-
自引率
0.00%
发文量
93
审稿时长
28 weeks
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