Robust Respiration Detection Based on Intelligent Reflecting Surfaces

被引:0
作者
Wu, Yun [1 ]
Zhang, Dongheng [1 ,3 ]
Zhang, Ganlin [1 ]
Xie, Xuecheng [1 ]
Zhan, Fengquan [1 ]
Chen, Yan [1 ,2 ,3 ]
机构
[1] Univ Sci & Technol China, Sch Cyber Sci & Technol, Hefei, Peoples R China
[2] Hefei Comprehens Natl Sci Ctr, Inst Artificial Intelligence, Hefei, Peoples R China
[3] Hefei Comprehens Natl Sci Ctr, Inst Dataspace, Hefei, Peoples R China
来源
2023 IEEE INTERNATIONAL CONFERENCES ON INTERNET OF THINGS, ITHINGS IEEE GREEN COMPUTING AND COMMUNICATIONS, GREENCOM IEEE CYBER, PHYSICAL AND SOCIAL COMPUTING, CPSCOM IEEE SMART DATA, SMARTDATA AND IEEE CONGRESS ON CYBERMATICS,CYBERMATICS | 2024年
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Respiration detection; Intelligent Reflecting Surfaces; WiFi sensing; Commodity WiFi device; WIFI;
D O I
10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics60724.2023.00030
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In recent years, contactless respiratory monitoring using commercial WiFi devices has garnered great interest. However, existing methods typically require the person to directly face the WiFi device. When the body is oriented sideways or with the back toward the device, the signals reflected by the chest cavity are weakened, making respiratory monitoring difficult. To address this problem, we propose a novel respiratory monitoring system based on intelligent reflecting surfaces (IRS). The system utilizes the IRS to manipulate wireless signal propagation in the environment and enhance body reflection, finally achieving posture-resilient respiratory monitoring. Moreover, the system is easy to deploy without requiring prior knowledge of exact antenna locations or environmental features. Experiments validate that, compared to previous methods, the system significantly improves respiratory monitoring across various postures in the indoor environment.
引用
收藏
页码:30 / 37
页数:8
相关论文
共 36 条
[1]   SpeedNet: Indoor Speed Estimation With Radio Signals [J].
Chen, Yan ;
Deng, Hongyu ;
Zhang, Dongheng ;
Hu, Yang .
IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (04) :2762-2774
[2]   Residual Carrier Frequency Offset Estimation and Compensation for Commodity WiFi [J].
Chen, Yan ;
Su, Xiang ;
Hu, Yang ;
Zeng, Bing .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2020, 19 (12) :2891-2902
[3]  
Feng Chao, 2021, MobiCom '21: Proceedings of the 27th Annual International Conference on Mobile Computing and Networking, P587, DOI 10.1145/3447993.3483238
[4]   Real-Time Contactless Respiration Monitoring From a Radar Sensor Using Image Processing Method [J].
Han, Weiqiao ;
Dai, Shaozhang ;
Yuce, Mehmet Rasit .
IEEE SENSORS JOURNAL, 2022, 22 (19) :19020-19029
[5]   Enabling Heterogeneous Connectivity in Internet of Things: A Time-Reversal Approach [J].
Han, Yi ;
Chen, Yan ;
Wang, Beibei ;
Liu, K. J. Ray .
IEEE INTERNET OF THINGS JOURNAL, 2016, 3 (06) :1036-1047
[6]   High-Resolution WiFi Imaging With Reconfigurable Intelligent Surfaces [J].
He, Ying ;
Zhang, Dongheng ;
Chen, Yan .
IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (02) :1775-1786
[7]   WiFi Vision: Sensing, Recognition, and Detection With Commodity MIMO-OFDM WiFi [J].
He, Ying ;
Chen, Yan ;
Hu, Yang ;
Zeng, Bing .
IEEE INTERNET OF THINGS JOURNAL, 2020, 7 (09) :8296-8317
[8]   Optogenetic stimulation of pre-Boeurotzinger complex reveals novel circuit interactions in swallowing-breathing coordination [J].
Huff, Alyssa ;
Karlen-Amarante, Marlusa ;
Pitts, Teresa ;
Ramirez, Jan Marino .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2022, 119 (29)
[9]   Detecting Respiratory Rate Using Flexible Multimaterial Fiber Electrodes Designed for a Wearable Garment [J].
Janusz, Michelle ;
Roudjane, Mourad ;
Mantovani, Diego ;
Messaddeq, Younes ;
Gosselin, Benoit .
IEEE SENSORS JOURNAL, 2022, 22 (13) :13552-13561
[10]   Detection of respiratory rate using a classifier of waves in the signal from a FBG-based vital signs sensor [J].
Krej, Mariusz ;
Baran, Paulina ;
Dziuda, Lukasz .
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2019, 177 :31-38