RFID Based Indoor Navigation with Obstacle Detection Based on A* Algorithm for the Visually Impaired

J. Sanchez, A. Yumang, F. Caluyo
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引用次数: 8

Abstract

—The visually impaired individual may use a cane, guide dog or ask for assistance from a person. This study implemented the RFID technology which consists of a low-cost RFID reader and passive RFID tag cards. The passive RFID tag cards served as checkpoints for the visually impaired. The visually impaired was guided through audio output from the system while traversing the path. The study implemented an ultrasonic sensor in detecting static obstacles. The system generated an alternate path based on A* algorithm to avoid the obstacles. Alternate paths were also generated in case the visually impaired traversed outside the intended path to the destination. A* algorithm generated the shortest path to the destination by calculating total cost of movement. The algorithm then selected the smallest movement cost as a successor to the current tag card. Several trials were conducted to determine the effect of obstacles in the time traversal of the visually impaired. Dependent-sample t-test was applied for the statistical analysis of the study. Based on the analysis, the obstacles along the path generated delays while requesting for the alternate path because of the delay in transmission from the laptop to the device via ZigBee modules.
基于A*算法的RFID视觉障碍室内导航
-视障人士可使用手杖、导盲犬或寻求他人协助。本研究采用低成本RFID读写器和无源RFID标签卡来实现RFID技术。无源射频识别标签卡作为视障人士的检查点。视障人士在穿越路径时通过系统的音频输出进行引导。该研究实现了一种用于检测静态障碍物的超声波传感器。系统基于A*算法生成替代路径以避开障碍物。如果视障人士在到达目的地的预定路径之外穿越,也会生成备用路径。A*算法通过计算移动总代价生成到达目的地的最短路径。然后,算法选择最小的移动代价作为当前标签卡的继任者。进行了几项试验,以确定障碍物对视障人士时间穿越的影响。采用依赖样本t检验对研究进行统计分析。根据分析,由于笔记本电脑通过ZigBee模块传输到设备的延迟,在请求备用路径时,路径沿线的障碍物会产生延迟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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