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Accurate positioning using long range active RFID technology to assist visually impaired people

机译:使用远程有源RFID技术进行准确定位,以帮助视力障碍人士

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The aim of this paper is to describe a new positioning technique to assist the blind and people with low vision to indicate their location and reach their destinations in both indoor and outdoor environments. The proposed technique is based on a combination of power attenuation and a received signal strength indicator (RSSI) using active radio-frequency identification (RFID) technology. The system uses a mobile reader with a power attenuation feature. RSSI is used as a quantized distance estimator for a short range and in combination with one of eight receiver attenuation level settings for a wider range of up to 70 m. A Global Positioning System (GPS) works efficiently in a similar environment but is only accurate to around 10-20 m and does not work efficiently in indoor environments. This research produced a system that identifies various locations such as offices, laboratories, theaters to assist users in reaching their destination of interest. It was then implemented in an indoor environment as an empirical case study to identify laboratories based on a combined technique with a successful identification rate of around 98%. The reader has eight attenuation settings, and the geographic range of each level using various tags was calculated. Then, to evaluate reliability, 6 experiments with 108 samples were conducted using three tags with distances from 1 m to 25 m, using power settings 1-6. A successful detection rate of 93.5% was achieved, as well as a false positive rate of 1%. Following this, the system was implemented in a park to evaluate its ability to indicate the position of the reader among a grid of tags in an open area. A satisfactory result was achieved.
机译:本文的目的是描述一种新的定位技术,以帮助盲人和弱视人群在室内和室外环境中指示其位置并到达目的地。所提出的技术基于使用有源射频识别(RFID)技术的功率衰减和接收信号强度指示器(RSSI)的组合。该系统使用具有功率衰减功能的移动阅读器。 RSSI用作短距离的量化距离估计器,并与八种接收机衰减级别设置之一结合使用,以达到70 m的较宽范围。全球定位系统(GPS)在类似的环境中可以有效地工作,但其精确度仅为10-20 m左右,而在室内环境中却无法有效地工作。这项研究产生了一个系统,该系统可以识别各种位置,例如办公室,实验室,剧院,以帮助用户到达他们感兴趣的目的地。然后在室内环境中将其作为经验案例研究来实施,以基于组合技术的实验室识别实验室,成功识别率约为98%。读取器具有八个衰减设置,并使用各种标签计算了每个级别的地理范围。然后,为了评估可靠性,使用功率设置为1-6的三个距离为1 m至25 m的标签对108个样品进行了6次实验。成功检测率为93.5%,假阳性率为1%。此后,该系统在公园中实施,以评估其在开放区域的标签网格中指示读取器位置的能力。取得了令人满意的结果。

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