{"title":"低成本UHF RFID传感器实时液位监测","authors":"Xuan He;Yankai Ma;Tao Li;Qiang Sun;Quanyuan Feng","doi":"10.1109/JSEN.2025.3528128","DOIUrl":null,"url":null,"abstract":"This article presents a novel liquid level monitoring system based on passive ultrahigh-frequency (UHF) radio frequency identification (RFID) technology, which is designed to provide low-cost, real-time monitoring. The system uses a novel RFID tag: the front side is used as a sensing tag for liquid level detection, and the back side is used as a reference tag for environmental sensing. Compared to the traditional dual-tag system, this system uses the same two tags, simplifying the design and reducing costs. To improve the measurement accuracy and stability, a multidimensional matrix topological mapping reconstruction (MMTMR) algorithm is proposed, which integrates multiple data dimensions, including collection time, frequency points, experimental conditions, characteristic parameters (the received signal strength indicator (RSSI) and phase of the two tags), liquid level, and number of repetitions, to establish a reliable correlation between the liquid level and the collected data. Experimental results under quantitative, random, and dynamic conditions show that the system is highly adaptable to environmental changes, with a relative error of less than 8.95% and a relative standard deviation (RSD) of less than 3.26%. Compared to the state of the art, the system reduces measurement errors by 4.39%, solving the problems of existing RFID sensors and providing a practical, reliable, and cost-effective solution for various applications.","PeriodicalId":447,"journal":{"name":"IEEE Sensors Journal","volume":"25 6","pages":"10261-10271"},"PeriodicalIF":4.3000,"publicationDate":"2025-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Real-Time Liquid Level Monitoring With Low-Cost UHF RFID Sensors\",\"authors\":\"Xuan He;Yankai Ma;Tao Li;Qiang Sun;Quanyuan Feng\",\"doi\":\"10.1109/JSEN.2025.3528128\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This article presents a novel liquid level monitoring system based on passive ultrahigh-frequency (UHF) radio frequency identification (RFID) technology, which is designed to provide low-cost, real-time monitoring. The system uses a novel RFID tag: the front side is used as a sensing tag for liquid level detection, and the back side is used as a reference tag for environmental sensing. Compared to the traditional dual-tag system, this system uses the same two tags, simplifying the design and reducing costs. To improve the measurement accuracy and stability, a multidimensional matrix topological mapping reconstruction (MMTMR) algorithm is proposed, which integrates multiple data dimensions, including collection time, frequency points, experimental conditions, characteristic parameters (the received signal strength indicator (RSSI) and phase of the two tags), liquid level, and number of repetitions, to establish a reliable correlation between the liquid level and the collected data. Experimental results under quantitative, random, and dynamic conditions show that the system is highly adaptable to environmental changes, with a relative error of less than 8.95% and a relative standard deviation (RSD) of less than 3.26%. Compared to the state of the art, the system reduces measurement errors by 4.39%, solving the problems of existing RFID sensors and providing a practical, reliable, and cost-effective solution for various applications.\",\"PeriodicalId\":447,\"journal\":{\"name\":\"IEEE Sensors Journal\",\"volume\":\"25 6\",\"pages\":\"10261-10271\"},\"PeriodicalIF\":4.3000,\"publicationDate\":\"2025-01-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Sensors Journal\",\"FirstCategoryId\":\"103\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10844054/\",\"RegionNum\":2,\"RegionCategory\":\"综合性期刊\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Sensors Journal","FirstCategoryId":"103","ListUrlMain":"https://ieeexplore.ieee.org/document/10844054/","RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Real-Time Liquid Level Monitoring With Low-Cost UHF RFID Sensors
This article presents a novel liquid level monitoring system based on passive ultrahigh-frequency (UHF) radio frequency identification (RFID) technology, which is designed to provide low-cost, real-time monitoring. The system uses a novel RFID tag: the front side is used as a sensing tag for liquid level detection, and the back side is used as a reference tag for environmental sensing. Compared to the traditional dual-tag system, this system uses the same two tags, simplifying the design and reducing costs. To improve the measurement accuracy and stability, a multidimensional matrix topological mapping reconstruction (MMTMR) algorithm is proposed, which integrates multiple data dimensions, including collection time, frequency points, experimental conditions, characteristic parameters (the received signal strength indicator (RSSI) and phase of the two tags), liquid level, and number of repetitions, to establish a reliable correlation between the liquid level and the collected data. Experimental results under quantitative, random, and dynamic conditions show that the system is highly adaptable to environmental changes, with a relative error of less than 8.95% and a relative standard deviation (RSD) of less than 3.26%. Compared to the state of the art, the system reduces measurement errors by 4.39%, solving the problems of existing RFID sensors and providing a practical, reliable, and cost-effective solution for various applications.
期刊介绍:
The fields of interest of the IEEE Sensors Journal are the theory, design , fabrication, manufacturing and applications of devices for sensing and transducing physical, chemical and biological phenomena, with emphasis on the electronics and physics aspect of sensors and integrated sensors-actuators. IEEE Sensors Journal deals with the following:
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-Sensor Materials, Processing, and Fabrication
-Chemical and Gas Sensors
-Microfluidics and Biosensors
-Optical Sensors
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-Sensor Signal Processing for high precision and stability (amplification, filtering, linearization, modulation/demodulation) and under harsh conditions (EMC, radiation, humidity, temperature); energy consumption/harvesting
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-Sensors in Industrial Practice