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RFID Lightweight Authentication Mechanism for Smart Factories Based on Blockchain 基于区块链的智能工厂 RFID 轻量级认证机制
Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-19 DOI: 10.1109/JRFID.2024.3356194
Zhiyang Chen;Hongwei Jiang;Jiapeng You;Xin Wang;Poly Z. H. Sun
With the deepening exploration of Industry 4.0, smart factories are gradually replacing traditional factories with rapid momentum. In smart factories, a large number of digitally networked devices are deployed in a less-populated or even unmanned environment. Data security and fast access have become particularly important due to the automation and intelligence of production. As the environment of smart factories becomes increasingly complex, meeting the requirements for rapid authentication has become increasingly difficult for traditional authentication systems. In this study, a lightweight blockchain-based radio-frequency identification (RFID) identity authentication mechanism is proposed for smart factories represented by the medical device manufacturing industry by integrating blockchain and RFID technologies. Through bitwise operations, cyclic shift operation, and hash arithmetic, the proposed mechanism cannot only guarantee security between the RFID reader and the electronic tag but also requires less communication and storage to complete authentication. Thus, this mechanism is suitable for the environment of medical device manufacturing factories with a high-load operation of equipment. It helps further research on the data security of smart factories.
随着工业 4.0 探索的不断深入,智能工厂正以迅猛的势头逐步取代传统工厂。在智能工厂中,大量数字化联网设备被部署在人迹罕至甚至无人的环境中。由于生产的自动化和智能化,数据安全和快速访问变得尤为重要。随着智能工厂的环境变得越来越复杂,传统的身份验证系统越来越难以满足快速身份验证的要求。本研究通过整合区块链和射频识别(RFID)技术,为以医疗器械制造业为代表的智能工厂提出了一种基于区块链的轻量级射频识别(RFID)身份认证机制。通过比特运算、循环移位运算和哈希运算,所提出的机制不仅能保证 RFID 阅读器和电子标签之间的安全性,而且只需较少的通信和存储就能完成身份验证。因此,该机制适用于医疗器械制造工厂设备高负荷运行的环境。它有助于进一步研究智能工厂的数据安全问题。
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引用次数: 0
Adaptive Variable Universe Fuzzy Sliding-Mode Control for Robot Manipulators With Model Uncertainty 具有模型不确定性的机器人机械手的自适应可变宇宙模糊滑模控制
IF 2.3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-17 DOI: 10.1109/JRFID.2024.3355214
Ruhua Zhao;Junjie Yang;Xue Li;Hong Mo
The inaccuracy of modeling information and external disturbance bring great challenges to the control of robot manipulators. In the paper, an adaptive control strategy of robot manipulators with model uncertainty is presented by synthesizing variable universe fuzzy control (VUFC) and the sliding-mode control (SMC). The strong robustness of SMC overcomes the interference of uncertainty to the system,but brings the problem of chattering. In order to effectively alleviate chattering which is easy to occur in traditional SMC, the VUFC technology is adopted to improve the switching control and designs a dynamic variable switching control portion, which suppress the chattering significantly. Then, a suitable adaptive law is given, and the stability of the system is analyzed by utilizing Lyapunov theorem, which ensure that the system error can converge to near zero. Finally, the comparison results show that this control strategy possesses a better performance than SMC and the fuzzy SMC, which can continuously and stably achieve tracking control.
建模信息的不准确性和外部干扰给机器人机械手的控制带来了巨大挑战。本文综合运用变宇宙模糊控制(VUFC)和滑模控制(SMC),提出了一种具有模型不确定性的机器人机械手自适应控制策略。SMC 的强鲁棒性克服了不确定性对系统的干扰,但也带来了颤振问题。为了有效缓解传统 SMC 容易出现的颤振,采用 VUFC 技术改进了开关控制,设计了动态可变开关控制部分,显著抑制了颤振。然后,给出了合适的自适应律,并利用李亚普诺夫定理分析了系统的稳定性,确保系统误差能收敛到近零。最后,对比结果表明,该控制策略比 SMC 和模糊 SMC 具有更好的性能,可以连续稳定地实现跟踪控制。
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引用次数: 0
Computational Experiments and Comparative Analysis of Signal Detection Algorithms in Vehicular Ad Hoc Networks 车载 Ad Hoc 网络中信号检测算法的计算实验和比较分析
Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-17 DOI: 10.1109/JRFID.2024.3355298
Yi Li;Conghui Hao;Yupei Xie;Shuangshuang Han
In the era of rapid development of vehicular ad hoc networks (VANETs), ensuring the reliability and security of vehicle-to-vehicle communication has become a top priority. This paper comprehensively analyzes the performance of various signal detection algorithms in different scenarios. To intelligently choose different signal detection algorithms in the context of VANETs, the study covers diverse scenarios such as urban environments, rural areas, highways, parking lots, and mountainous regions, aiming to capture subtle variations in the performance of different signal detection algorithms across these scenarios. The paper employs strict performance metrics, such as bit error rate and algorithmic complexity, to quantify and compare the performance of different signal detection algorithms. The focus is on the role of signal detection algorithms in achieving parallel intelligence in VANETs, including the simultaneous processing of signals from multiple vehicles to enhance overall network efficiency and reliability. This research holds significance by providing insights into the strengths and limitations of signal detection algorithms in VANETs, guiding their development for efficient and accurate performance, thereby contributing to academic understanding and informing decision-making in the automotive industry and intelligent transportation systems.
在车载 ad hoc 网络(VANET)飞速发展的时代,确保车对车通信的可靠性和安全性已成为当务之急。本文全面分析了各种信号检测算法在不同场景下的性能。为了在 VANET 中智能地选择不同的信号检测算法,研究涵盖了城市环境、农村地区、高速公路、停车场和山区等不同场景,旨在捕捉不同信号检测算法在这些场景中性能的细微差别。论文采用严格的性能指标,如误码率和算法复杂度,来量化和比较不同信号检测算法的性能。重点是信号检测算法在实现 VANET 并行智能方面的作用,包括同时处理来自多辆车的信号,以提高整体网络效率和可靠性。这项研究的重要意义在于深入探讨了 VANET 中信号检测算法的优势和局限性,为开发高效、准确的信号检测算法提供了指导,从而有助于汽车行业和智能交通系统的学术理解和决策参考。
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引用次数: 0
Circular Slot-Based Microstrip Circularly Polarized Antenna for 2.45-GHz RFID Reader Applications 用于 2.45 GHz RFID 阅读器应用的基于圆槽的微带圆极化天线
Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-16 DOI: 10.1109/JRFID.2024.3354515
Amit Birwal;Kamlesh Patel;Sanjeev Singh
The paper presents a new design for a mobile 2.45-GHz passive Radio Frequency Identification (RFID) reader, featuring a compact, broadband, and circularly polarized antenna. The antenna proposed consists of two stacked square patches separated by an air gap for a wide-band impedance bandwidth. The antenna is printed on a double-sided 1.6 mm FR4 substrate with an overall dimension of $65times 65times 11.27$ mm3. By introducing and optimizing a pair of symmetrical ring slots in both the square patches, a good Axial-Ratio Bandwidth (ARBW) and symmetrical broadside radiation patterns are achieved. The reader antenna shows a measured $S_{11}$ bandwidth (S11<−10 dB) from (2.3–2.7 GHz) and ARBW (< 3 dB) from (2.39-2.48 GHz). The peak gain of the proposed antenna is 6.2 dBi and is obtained at the center frequency of 2.45 GHz. Measurements of the proposed antenna are discussed to obtain the read range and field of view, which confirms its suitability for RFID Reader Applications and other Internet of Things (IoT) based applications.
本文介绍了一种 2.45 GHz 移动式无源射频识别(RFID)读取器的新设计,该读取器采用紧凑、宽带和圆极化天线。所提出的天线由两个堆叠的方形贴片组成,中间用气隙隔开,以获得宽带阻抗带宽。天线印制在双面 1.6 毫米的 FR4 基板上,总尺寸为 65×65×11.27 元毫米3。通过在两个方形贴片上引入和优化一对对称环槽,实现了良好的轴向比带宽(ARBW)和对称的宽边辐射模式。读取器天线在(2.3-2.7 千兆赫)范围内显示了实测的 $S_{11}$ 带宽(S11<-10 dB),在(2.39-2.48 千兆赫)范围内显示了 ARBW(< 3 dB)。拟议天线的峰值增益为 6.2 dBi,中心频率为 2.45 GHz。对拟议天线的测量结果进行了讨论,以获得读取范围和视场角,从而证实其适用于 RFID 阅读器应用和其他基于物联网(IoT)的应用。
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引用次数: 0
A Design Methodology for Sensing-Ready Concentric Rings-Based Chipless RFID Tags With Effective Spectrum Use and High Coding Capacity 有效利用频谱和高编码能力的感应式同心环无芯片 RFID 标签的设计方法
Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-09 DOI: 10.1109/JRFID.2024.3351678
Nadeem Rather;John L. Buckley;Brendan O’Flynn;Melusine Pigeon;Roy B. V. B. Simorangkir
This paper introduces an innovative strategy for the development of sensing-ready concentric rings-based chipless radio frequency identification (CRFID) tags. Our approach is marked by the novel use of exponentially increasing spacing, a significant departure from the conventional uniform spacing method. This innovative design results in an impressive 88.2% improvement in tag data encoding capacity compared to traditional designs. Importantly, our design framework not only advances the current state of CRFID tag technology but also methodically lays the foundation for future integration of high-resolution sensing capabilities. This is achieved by strategically utilizing the innermost ring as a prospective sensing site, complemented by the implementation of nulls for data encoding achieved through the addition of an extra ring at the tag’s outermost edge. Notably, all these features represent advancements that have not been demonstrated in previously published concentric rings-based CRFID tags. To empirically validate our methodology, we have developed and tested 18-bit example tags optimized for operation within the ultrawideband (UWB) spectrum, covering a range from 3.1 to 10.6 GHz. The radar cross-section (RCS) response of these tags exhibits well-distributed resonances, culminating in a high encoding capacity of 17.65 bits/ $lambda ^{2}$ /GHz. Preliminary results using capacitors connected to the innermost ring underscore the future sensing potential of our tags, setting the stage for more advanced sensing implementations in subsequent research.
本文介绍了一种创新战略,用于开发可感应的同心圆无芯片射频识别(CRFID)标签。我们的方法采用了新颖的指数递增间距,与传统的均匀间距方法大相径庭。与传统设计相比,这种创新设计使标签数据编码能力提高了 88.2%,令人印象深刻。重要的是,我们的设计框架不仅推动了 CRFID 标签技术的发展,还为未来集成高分辨率传感功能奠定了基础。为此,我们战略性地利用最内环作为潜在的感应点,并通过在标签最外缘增加一个额外的环来实现空数据编码。值得注意的是,所有这些特点都是以前发布的基于同心环的 CRFID 标签所没有的进步。为了对我们的方法进行经验验证,我们开发并测试了 18 位示例标签,并对其进行了优化,以便在超宽带(UWB)频谱内运行,覆盖范围从 3.1 GHz 到 10.6 GHz。这些标签的雷达截面(RCS)响应表现出分布良好的共振,最终实现了 17.65 bits/ $lambda ^{2}$ /GHz 的高编码能力。使用连接到最内环的电容器的初步结果突出了我们标签未来的传感潜力,为后续研究中更先进的传感实现奠定了基础。
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引用次数: 0
Brain Tumor MRI Segmentation Method Based on Improved Res-UNet 基于改进的 Res-UNet 的脑肿瘤 MRI 分段方法
IF 2.3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-02 DOI: 10.1109/JRFID.2023.3349193
Xue Li;Zhenqi Fang;Ruhua Zhao;Hong Mo
Automatic segmentation of MRI images is crucial for diagnosis and evaluation of brain tumors. However, significant variability in brain tumor shape, uneven spatial distribution, and intricate boundaries bring challenges, which lead information loss and decreased accuracy during segmentation. To solve these problems, an improved Res-UNet network employing attention-guided and scale-aware strategies is proposed. First, a module that employs attention mechanisms and features fusion is incorporated to catch relatively important contextual information. Secondly, a module designed to retrieve hidden contextual information and dynamically aggregate multi-scale features is integrated into the bottom layer of the network, which facilitates feature acquisition and enhancement at multiple scales. Finally, the results show that the method achieves a Dice similarity coefficient of 92.24% in whole tumor region, which is an improvement of about 4% compared to the pre-improved Res-UNet network.
磁共振成像图像的自动分割对于脑肿瘤的诊断和评估至关重要。然而,脑肿瘤形状的显著变化、不均匀的空间分布和错综复杂的边界带来了挑战,导致分割过程中的信息丢失和准确性降低。为了解决这些问题,我们提出了一种采用注意力引导和规模感知策略的改进型 Res-UNet 网络。首先,采用注意力机制和特征融合的模块可捕捉相对重要的上下文信息。其次,在网络底层集成了一个用于检索隐藏的上下文信息和动态聚合多尺度特征的模块,这有助于在多个尺度上获取和增强特征。最后,研究结果表明,该方法在整个肿瘤区域的 Dice 相似性系数达到 92.24%,与改进前的 Res-UNet 网络相比提高了约 4%。
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引用次数: 0
Battery-Free NFC Sub-ppm Gas Sensor for Distributed Gas Monitoring Applications at Room Temperature 用于室温下分布式气体监测应用的无电池 NFC 亚ppm 气体传感器
Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-19 DOI: 10.1109/JRFID.2023.3344636
Foad Salehnia;Antonio Lazaro;Ramon Villarino;Marc Lazaro;Nicolas Canyellas;Xavier Vilanova;Eduard Llobet;David Girbau
This work proposes a low-cost battery-less near-field communication (NFC) tag for gas sensing based on a resistive gas sensor. A proof-of-concept tag is designed using commercially available off-the-shelf (COTS) components. The energy required for the tag operation comes from the magnetic field generated by the reader, and all the electronics are powered by connecting them to the energy-harvesting output of the NFC integrated circuit. Read ranges up to 25 mm have been obtained with commercial NFC-enabled smartphones. The reading of resistance variations due to the presence of gas is performed using a low-consumption timer. The oscillation frequency of this timer depends on the resistance of the gas sensor and is measured by a microcontroller integrated into the tag. This method does not require any gain adjustment for operation, allowing the use of sensors with different resistance ranges. Low-cost room temperature sensors have been integrated for NO2 detection in both ppb and ppm ranges using laser-induced graphene (LIG). A detection limit of up to 36 ppb has been achieved. The smartphone transmits the data to a cloud database, allowing users to analyze and post-process the information.
这项研究提出了一种基于电阻式气体传感器的低成本无电池近场通信(NFC)气体传感标签。利用市场上现成的元件设计了一个概念验证标签。标签运行所需的能量来自读取器产生的磁场,所有电子元件都通过连接到 NFC 集成电路的能量收集输出来供电。商用 NFC 智能手机的读取距离可达 25 毫米。由于气体的存在而产生的电阻变化读数是通过一个低耗计时器来完成的。定时器的振荡频率取决于气体传感器的电阻,并由集成在标签中的微控制器进行测量。这种方法在运行时不需要任何增益调整,因此可以使用不同电阻范围的传感器。利用激光诱导石墨烯(LIG)集成了低成本室温传感器,用于ppb 和 ppm 范围的二氧化氮检测。检测限高达 36 ppb。智能手机将数据传输到云数据库,用户可以对信息进行分析和后处理。
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引用次数: 0
IEEE Council on RFID 电气和电子工程师学会 RFID 理事会
Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-13 DOI: 10.1109/JRFID.2022.3231053
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引用次数: 0
On-Metal UHF Tag Antenna Design Using Concentric Step-Impedance Rings 使用同心阶跃阻抗环的金属超高频标签天线设计
Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-08 DOI: 10.1109/JRFID.2023.3339714
Muthukannan Murugesh;Eng-Hock Lim;Pei-Song Chee;Fwee-Leong Bong
A compact planar tag antenna, which is designed using two closely placed concentric step-impedance rings, is presented for metal-mountable applications in the UHF RFID passband. The tag antenna can be easily constructed using a flexible polyimide and a foam substrate with a dimension of 40 mm $times40$ mm $times3.32$ mm ( $0.122lambda times 0.122lambda times 0.010lambda$ ). Narrowing the line width of the rings are found to be useful for increasing the antenna resistance and reactance, and a conjugate matching condition is achievable between the antenna and the microchip. The proposed tag antenna can read a maximum read distance of $sim 15$ meters with an effective isotropic radiated power of 4 W. In this design, the two intercoupled stepped-impedance rings are cascaded concentrically. An inductive stub is utilized for bringing down the tag resonant frequency. A transmission line model has been constructed to design the tag antenna, and a detailed analysis has been performed to understand the resonance properties. It is important to note that the proposed tag antenna’s operating frequency is stable, and it is not easily altered by the backing metallic object.
本文介绍了一种紧凑型平面标签天线,它采用两个紧密放置的同心阶跃阻抗环设计,适用于超高频 RFID 通带内的金属安装应用。该标签天线可以使用柔性聚酰亚胺和泡沫基板轻松制作,尺寸为 40 毫米(0.122 美元/λ)×40 毫米(0.122 美元/λ)×3.32 美元(0.010 美元/λ)。缩小环的线宽有助于增加天线的电阻和电抗,而且天线和微芯片之间可以实现共轭匹配。在这种设计中,两个相互耦合的阶梯阻抗环是同心级联的。利用电感存根降低标签谐振频率。设计标签天线时构建了一个传输线模型,并进行了详细分析,以了解其谐振特性。值得注意的是,拟议的标签天线工作频率稳定,不易被背衬的金属物体改变。
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引用次数: 0
Performance Analysis of Antenna-Based Soil Sensing 基于天线的土壤传感性能分析
Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-04 DOI: 10.1109/JRFID.2023.3338776
Maja Škiljo;Toni Perković;Zoran Blažević;Petar Šolić
This work deals with the soil moisture estimation based on received signal strength using low-power LoRa-based soil moisture sensing device. The proposed antenna design is a type of printed inverted F antenna and tuned with a capacitor in the loamy ground with varying properties. The electric field simulation results are given to depict its distribution above the ground with varying moisture content, and the measurements results give the comparison between the proposed printed antenna and the helical LoRA antenna. In the laboratory measurements, it is shown that a difference of approximately 13 dB between the dry and the highest moisture level (40 %) can be achieved in simulations, whereas in measurements, where the signal strength difference is measured from 10 % to 50 %, the difference is 6–7 dB. The proposed antenna tuned in an actual and very lossy soil, achieves very wide bandwidth and consequently less sensitivity to the soil moisture variation. Still it achieves somewhat better results of soil moisture estimation in relation to the conventional helical LoRa antenna. Generally, the results imply that this approach can be most effective in summer period, when smart irrigation is crucial due to droughts, sudden downfalls and the necessity of water consumption management.
这项研究利用基于低功耗 LoRa 的土壤湿度传感设备,根据接收到的信号强度估算土壤湿度。所提出的天线设计是一种印刷型倒 F 天线,通过电容器在不同性质的黄土中进行调谐。电场模拟结果描述了电场在不同含水量的地面上的分布情况,测量结果比较了拟议的印刷天线和螺旋 LoRA 天线。实验室测量结果表明,在模拟中,干湿度和最高湿度(40%)之间的差值约为 13 dB,而在测量中,从 10% 到 50% 的信号强度差值为 6-7 dB。拟议的天线在实际的高损耗土壤中进行了调谐,实现了非常宽的带宽,因此对土壤湿度变化的敏感度较低。不过,与传统的螺旋 LoRa 天线相比,它在土壤湿度估计方面取得了更好的结果。总体而言,研究结果表明,这种方法在夏季最为有效,因为在夏季,由于干旱、突发性降雨和水资源消耗管理的必要性,智能灌溉至关重要。
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引用次数: 0
期刊
IEEE journal of radio frequency identification
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