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超越后向散射通信:超材料无源物联网感知新范式OA

Beyond Backscatter:A New Paradigm for Passive IoT Sensing Using Meta-materials

中文摘要英文摘要

随着物联网应用需求的日益复杂和多样化,预计入网传感器数量将指数级增长.在现有传感器技术中,基于后向散射机制的无源传感标签因其极低成本和免维护特性,展现出更大规模部署的潜力.然而,现有无源传感标签受限于传输距离不足,进而限制了其在实际应用中的广泛部署.针对上述问题,提出了一种基于超材料标签的无源物联网感知系统.作为一种后向散射标签,能够随感知目标的状态改变其对无线信号的散射系数.无线收发机进而通过处理标签的散射信号,即可同时完成感知与数据传输.超材料标签由多个单元以小于半波长的间隔排列构成,从而能够有效地集中信号能量,便于接收机检测,进一步增加系统传输距离.为了优化所提出系统的性能,基于超材料等效电路模型与无线传输模型,构建了新型的感知传输联合模型.并在此基础上,进一步分析优化了超材料标签结构,提出了一种基于深度学习的感知算法,实现了对环境状态分布的感知.原型实验基于开口谐振环结构实现了一种湿度敏感的标签,并展示了系统在2 m范围内实现无源感知湿度分布的能力,有效地将无源传感的传输距离从分米级提升至米级.

With the increasing complexity and diversity of Internet of Things(IoT)application requirements,the number of sensors connected to the network is expected to grow exponentially.Among existing sensing technologies,passive sensing tags based on backscattering mechanism show the potential for large-scale deployments due to their extremely low cost and maintenance-free characteristics.However,the limited transmission distance of existing passive sensor tags restricts their widespread deployment in practical applications.To address this issue,a passive IoT sensing system based on meta-material tags is proposed.As a backscattering tag,it can change its scattering coefficient of wireless signals according to the state of the sensing target.The wireless transceiver can simultaneously sense and transmit by processing the scattered signal from the tag.The meta-material tag is composed of multiple units arranged at intervals of less than half a wavelength,which effectively concentrates the signal energy,facilitates the detection at the receiver,and further increases the transmission distance.In order to optimize the performance of the system,a novel joint sensing and transmission model is built based on the meta-material equivalent circuit model and wireless transmission model.Furthermore,we optimize the structure of the meta-material tag and propose a deep learning-based sensing algorithm to sense the distribution of environmental conditions.The prototype experiment realizes a humidity-sensitive tag based on a split-ring resonator and demonstrates the system's ability to achieve passive sensing of humidity distribution within a 2m range,which effectively extends the transmission distance of the passive sensing from the decimeter level to the meter level.

刘旭;张泓亮;宋令阳

北京大学电子学院,北京 100871

电子信息工程

物联网超材料无线感知后向散射

Internet of Thingsmeta-materialwireless sensingbackscatter

《移动通信》 2024 (006)

13-19 / 7

重点研发计划"面向网络协同制造的云网边端跨域可信接入与服务安全技术"(2022YFE0111900);国家自然科学基金"面向近场的透射-反射可重构超表面辅助多用户传输技术"(62371011)

10.3969/j.issn.1006-1010.20240419-0003

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