Meta-IoT: Simultaneous Sensing and Transmission by Meta-Material Sensor-Based Internet of Things

被引:14
作者
Hu, Jingzhi [1 ]
Zhang, Hongliang [2 ]
Di, Boya [1 ]
Bian, Kaigui [3 ]
Song, Lingyang [1 ]
机构
[1] Peking Univ, Sch Elect, Beijing 100871, Peoples R China
[2] Princeton Univ, Dept Elect Engn, Princeton, NJ 08540 USA
[3] Peking Univ, Sch Comp Sci, Beijing 100871, Peoples R China
基金
中国国家自然科学基金;
关键词
Sensors; Wireless communication; Wireless sensor networks; Temperature sensors; RLC circuits; Modulation; Humidity; Meta-IoT; simultaneous sensing and transmission; meta-material sensors; indoor environment measurement; WIRELESS; TEMPERATURE; NETWORKS;
D O I
10.1109/TWC.2022.3145842
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In the coming 6G communications, the internet of things (IoT) will be a fundamental enabler for ubiquitous environment perception, which requires the IoT sensors to consume near-zero power and have the lowest cost. For this purpose, the IoT sensors are expected to perform simultaneous sensing and transmission, so that energy and hardware costs due to signal modulation can be saved. In this paper, we propose the concept of meta-IoT, i.e., the IoT with sensors composed of specially designed meta-materials, which can achieve simultaneous sensing and transmission without supplied power. The basic idea of meta-IoT sensors is that the signal reflection on the sensors is sensitive to environmental conditions, which can be captured by a wireless receiver. In order to optimize the sensing systems with meta-IoT sensors, we establish the mathematical model of meta-IoT sensors' sensing and transmission and then jointly optimize the sensors' structure and the environment estimation at the receiver. We design and implement a practical meta-IoT sensing system for monitoring temperature and humidity levels. Simulation results show that the proposed technique can obtain the optimal sensor structure, and the experimental results verify that the designed meta-IoT sensing system achieves low measurement errors.
引用
收藏
页码:6048 / 6063
页数:16
相关论文
共 53 条
[1]   Hypersensitized Metamaterials Based on a Corona-Shaped Resonator for Efficient Detection of Glucose [J].
Abdulkarim, Yadgar, I ;
Muhammadsharif, Fahmi F. ;
Bakir, Mehmet ;
Awl, Halgurd N. ;
Karaaslan, Muharrem ;
Deng, Lianwen ;
Huang, Shengxiang .
APPLIED SCIENCES-BASEL, 2021, 11 (01) :1-19
[2]  
Al-Turjman F., 2020, MOBILE NETW APPL, V136, P1
[3]  
Amin EM, 2013, 2013 IEEE INTERNATIONAL CONFERENCE ON RFID (RFID), P82, DOI 10.1109/RFID.2013.6548139
[4]  
[Anonymous], 2011, Chip Temp. Sensing NTC Thermistor-SDNT Series
[5]  
[Anonymous], 2019, TELAiRE HS30P Relative Humidity Sensor
[6]  
[Anonymous], 2016, DEEP LEARNING
[7]  
Bhattacharya S, 2012, I CONF SENS TECHNOL, P422, DOI 10.1109/ICSensT.2012.6461713
[8]  
Bliek Laurens, 2021, GECCO '21: Proceedings of the Genetic and Evolutionary Computation Conference Companion, P1851, DOI 10.1145/3449726.3463136
[9]   A Proof of Local Convergence for the Adam Optimizer [J].
Bock, Sebastian ;
Weiss, Martin .
2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2019,
[10]  
Boyd S., 2004, Convex optimization