基于多项式的弯折偶极子射频识别标签天线阻抗预测研究

洪涛; 贺则昊; 蒋天齐; 王翠; 陈家焱

doi:10.11999/JEIT200598

基于多项式的弯折偶极子射频识别标签天线阻抗预测研究

doi: 10.11999/JEIT200598

1.
中国计量大学质量与安全工程学院杭州 310018
2.
杭州质慧信息技术有限公司杭州 310018

基金项目: 浙江省基础公益研究计划项目(LGG19E050015)

详细信息

作者简介:
洪涛：男，1970年生，高级工程师，研究方向为RFID质量追溯系统

贺则昊：男，1994年生，硕士生，研究方向为RFID天线设计

蒋天齐：男，1991年生，硕士，研究方向为质量信息化

王翠：女，1995年生，硕士生，研究方向为RFID天线设计

陈家焱：男，1979年生，博士，讲师，研究方向为RFID质量追溯系统

通讯作者:
洪涛　hongtao@cjlu.edu.cn

中图分类号: TN821
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- 被引次数: 0
出版历程
- 收稿日期: 2020-07-20
- 修回日期: 2020-12-22
- 网络出版日期: 2020-12-30
- 刊出日期: 2021-04-20

Research on Impedance Prediction of Radio Frequency IDentification Tag Antenna with Folded Dipole Based on Polynomial

1.
College of Quality & Safety Engineering, China Jiliang University, Hangzhou 310018, China
2.
Hangzhou Zhihui Information Technology Co., Ltd., Hangzhou 310018, China

Funds: Zhejiang Basic Public Welfare Research Project (LGG19E050015)

摘要

摘要: 在解决射频识别(RFID)标签天线设计中阻抗计算速度慢的问题的过程中，针对其中较为复杂的阻抗耦合情况，该文提出一种基于多项式的弯折偶极子RFID标签天线阻抗预测方法。首先使用基于天线尺寸的阻抗变换与线性化假设建立模型假设；然后在具体的天线结构中收集数据并进行相关性分析与回归拟合验证假设正确性；最后实验验证使用该方法进行的阻抗预测相对于计算机仿真的准确性、高效性与普适性。试验结果表明，使用该方法替代计算机进行弯折偶极子RFID标签天线阻抗计算时，其预测阻抗相对于计算机仿真结果在保持较高预测准确率的同时极大地缩短了阻抗计算时间，同时该方法在中国应用频段上针对不同弯折次数的弯折偶极子RFID标签天线仍然适用。
- 射频识别 /
- 天线阻抗 /
- 预测模型
Abstract: In the process of solving the problem of slow impedance calculation speed in the design of Radio Frequency IDentification (RFID) tag antenna, a method of impedance prediction based on polynomial for folded dipole RFID tag antenna is proposed in view of the complex impedance coupling. Firstly, impedance transformation based on antenna size and linearization assumption are used to establish model hypothesis. Then the data are collected from the antenna structure and the correlation analysis and regression fitting are carried out to verify the validity of the hypothesis. Finally, the accuracy, efficiency and universality of the impedance prediction method compared with computer simulation are verified by experiments. The experimental results show that the predicted impedance can greatly shorten the calculation time while maintaining high prediction accuracy when the proposed method replace computer to calculate the impedance of the folded dipole RFID tag antenna, and the method is still applicable to the RFID tag antenna with different bending times in the frequency band used in China.
- Radio Frequency IDentification (RFID) /
- Impedance of the antenna /
- Calculated model

HTML全文

图 1 标签天线正视与侧视图

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图 2 标签天线阻抗预测方程获取流程图

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图 3 阻抗与自变量相关性

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图 4 阻抗对数实部与自变量相关性

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图 5 阻抗虚部预测模型评价指标

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图 6 阻抗实部预测模型评价指标

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表 1 N=9的结构变量取值(×10^–3 m)

序号	b₁	b₂	d	h	X_m	w
1	0.8	0.7	3.0	3.5	8.0	1.0
2	1.0	1.0	3.7	4.0	10.0	2.0
3	1.2	1.3	4.4	4.5	12.0	3.0

下载: 导出CSV

表 2 N=7时结构变量取值(×10^–3 m)

组别	序号	b₁	b₂	d	h	X_m	w
训练组	1	0.70	0.60	2.30	2.70	6.00	1.50
	2	0.90	0.80	3.30	4.30	9.00	1.90
	3	1.10	1.00	4.30	4.90	12.00	2.30
测试组	4	0.75	0.65	2.40	2.90	8.00	1.60
	5	0.85	0.75	3.00	3.50	9.00	1.80
	6	0.95	0.85	3.60	4.10	10.00	2.00
	7	1.05	0.95	4.20	4.70	11.00	2.20

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表 3 准确性评价指标(%)

		R²	E
920 MHz	实部对比	80.9	11.67
920 MHz	虚部对比	97.6	2.07
925 MHz	实部对比	79.9	11.71
925 MHz	虚部对比	94.8	2.50

下载: 导出CSV

表 4 耗时对比(h)

	数据收集	建立预测方程	阻抗输出	总耗时
计算机仿真	\	\	61.13	61.13
阻抗预测	10.30	0.30	0	10.60

下载: 导出CSV

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