Empowering the Blind: Contactless Activity Recognition with Commodity Software-Defined Radio and Ultra-High-Frequency Radio Frequency Identification

被引:0
|
作者
Khan, Muhammad Zakir [1 ]
Althobaiti, Turke [2 ]
Almutiry, Muhannad [3 ]
Ramzan, Naeem [4 ]
机构
[1] Univ Glasgow, James Watt Sch Engn, Glasgow City G12 8QQ, Scotland
[2] Northern Border Univ, Fac Sci, Dept Comp Sci, Ar Ar 73222, Saudi Arabia
[3] Northern Border Univ, Elect Engn Dept, Ar Ar 73222, Saudi Arabia
[4] Univ West Scotland, Sch Comp Engn & Phys Sci, Paisley PA1 2BE, Scotland
关键词
contactless activity monitoring; SDR-RFID; blind; visual impairment;
D O I
10.3390/s24113645
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This study presents a novel computational radio frequency identification (RFID) system designed specifically for assisting blind individuals, utilising software-defined radio (SDR) with coherent detection. The system employs battery-less ultra-high-frequency (UHF) tag arrays in Gen2 RFID systems, enhancing the transmission of sensed information beyond standard identification bits. Our method uses an SDR reader to efficiently manage multiple tags with Gen2 preambles implemented on a single transceiver card. The results highlight the system's real-time capability to detect movements and direction of walking within a four-meter range, indicating significant advances in contactless activity monitoring. This system not only handles the complexities of multiple tag scenarios but also delineates the influence of system parameters on RFID operational efficiency. This study contributes to assistive technology, provides a platform for future advancements aimed at addressing contemporary limitations in pseudo-localisation, and offers a practical, affordable assistance system for blind individuals.
引用
收藏
页数:12
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