A Wearable Multisensor Patch for Breathing Pattern Recognition

被引:9
作者
Das, Partha Sarati [1 ]
Ahmed, Hasnet Eftakher Uddin [1 ]
Motaghedi, Fatemeh [2 ]
Lester, Nicholas J. [3 ]
Khalil, Abdelrahman [4 ]
Al Janaideh, Mohammad [4 ]
Anees, Syed [5 ]
Carmichael, Tricia Breen [2 ]
Bain, Anthony R. [3 ]
Rondeau-Gagne, Simon [2 ]
Ahamed, Mohammed Jalal [1 ]
机构
[1] Univ Windsor, Dept Mech, Automot Mat Engn, Windsor, ON N9B 3P4, Canada
[2] Univ Windsor, Dept Chem & Biochem, Windsor, ON N9B 3P4, Canada
[3] Univ Windsor, Dept Kinesiol, Windsor, ON N9B 3P4, Canada
[4] Mem Univ Newfoundland, Dept Mech Engn, St John, NF A1C 5R3, Canada
[5] Schulich Sch Med & Dent, Windsor, ON N9B 3P4, Canada
基金
加拿大创新基金会; 加拿大自然科学与工程研究理事会;
关键词
Sensors; Accelerometers; Pressure sensors; Monitoring; Wearable sensors; Biomedical monitoring; Mechanical sensors; Accelerometer; breathing pattern recognition; pressure sensor; wearable; PRESSURE SENSORS; RESPIRATORY RATE; ELECTRONICS; MOVEMENTS;
D O I
10.1109/JSEN.2023.3264942
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 this article, a multisensor patch is presented for the purpose of detecting and recognizing the signals produced by human breathing in response to a variety of different body movements. We show that a multisensor patch consisting of an accelerometer and a pressure sensor can simultaneously measure breathing-related inertial motion and muscle stretch with a high degree of accuracy when it is attached close to the diaphragm. To construct the multisensor patch, we relied on commercially available off-the-shelf (COTS) electronic components that were relatively inexpensive. Different breathing motions were analyzed based on the accelerometer and the pressure sensor, including inhale, exhale, normal breathing, and breath hold conditions. The breathing frequency from the accelerometer and the flexible capacitive pressure sensors was found to be 0.2 Hz, and the normal breathing rate (BR) from the accelerometer and the pressure sensor was 11 breaths/min. We demonstrate that this new functional device and related approaches allow the identification of breathing patterns that are less cumbersome and tenably more reliable than conventional measures. The proposed multisensor patch holds great potential as a sensing technology in medical applications for early detection of respiratory changes, one of the most predictive and earliest vital signs for worsening health. The presented methodology can be adapted for mass production of reasonably priced noninvasive breathing pattern detection and off-line analysis.
引用
收藏
页码:10924 / 10934
页数:11
相关论文
共 60 条
[1]   Enabling Longitudinal Respiration Monitoring Using Vapor-Coated Conducting Textiles [J].
Allison, Linden K. ;
Rostaminia, Soha ;
Kiaghadi, Ali ;
Ganesan, Deepak ;
Andrew, Trisha L. .
ACS OMEGA, 2021, 6 (47) :31869-31875
[2]   About the Accuracy and Problems of Consumer Devices in the Assessment of Sleep [J].
Ameen, Mohamed S. ;
Cheung, Lok Man ;
Hauser, Theresa ;
Hahn, Michael A. ;
Schabus, Manuel .
SENSORS, 2019, 19 (19)
[3]  
Borowska M, 2015, P IEEE 15 INT C BIOI, P1
[4]   Association between clinically abnormal observations and subsequent in-hospital mortality: a prospective study [J].
Buist, M ;
Bernard, S ;
Nguyen, TV ;
Moore, G ;
Anderson, J .
RESUSCITATION, 2004, 62 (02) :137-141
[5]   Highly Stretchable Resistive Pressure Sensors Using a Conductive Elastomeric Composite on a Micropyramid Array [J].
Choong, Chwee-Lin ;
Shim, Mun-Bo ;
Lee, Byoung-Sun ;
Jeon, Sanghun ;
Ko, Dong-Su ;
Kang, Tae-Hyung ;
Bae, Jihyun ;
Lee, Sung Hoon ;
Byun, Kyung-Eun ;
Im, Jungkyun ;
Jeong, Yong Jin ;
Park, Chan Eon ;
Park, Jong-Jin ;
Chung, U-In .
ADVANCED MATERIALS, 2014, 26 (21) :3451-3458
[6]   Respiration rate and volume measurements using wearable strain sensors [J].
Chu, Michael ;
Thao Nguyen ;
Pandey, Vaibhav ;
Zhou, Yongxiao ;
Pham, Hoang N. ;
Bar-Yoseph, Ronen ;
Radom-Aizik, Shlomit ;
Jain, Ramesh ;
Cooper, Dan M. ;
Khine, Michelle .
NPJ DIGITAL MEDICINE, 2019, 2 (1)
[7]  
Cretikos MA, 2008, MED J AUSTRALIA, V188, P657
[8]  
D'Aloia M., 2019, Information (Switzerland), V10, P1
[9]   A laser ablated graphene-based flexible self-powered pressure sensor for human gestures and finger pulse monitoring [J].
Das, Partha Sarati ;
Chhetry, Ashok ;
Maharjan, Pukar ;
Rasel, M. Salauddin ;
Park, Jae Yeong .
NANO RESEARCH, 2019, 12 (08) :1789-1795
[10]   An Overview of Wearable Piezoresistive and Inertial Sensors for Respiration Rate Monitoring [J].
De Fazio, Roberto ;
Stabile, Marco ;
De Vittorio, Massimo ;
Velazquez, Ramiro ;
Visconti, Paolo .
ELECTRONICS, 2021, 10 (17)