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IoT-Based Wireless Polysomnography Intelligent System for Sleep Monitoring

Chin-Teng Lin, Mukesh Prasad, Chia-Hsin Chung, Deepak Puthal, Hesham El-Sayed, Sharmi Sankar, Yu-Kai Wang, Jagendra Singh, Arun Kumar Sangaiah
2018 IEEE Access  
In this paper, we implement an IoT-based wireless polysomnography system for sleep monitoring, which utilizes a batterypowered, miniature, wireless, portable, and multipurpose recorder.  ...  The proposed system can facilitate the long-term tracing and research of personal sleep monitoring at home. INDEX TERMS Polysomnography (PSG), JAVA, Internet of Things, wireless, sleep monitoring.  ...  TABLE 4 . 4 Relative errors on time spent in each sleep stage. VOLUME 6, 2018 C.-T. Lin et al.: IoT-Based Wireless PSG Intelligent System for Sleep Monitoring  ... 
doi:10.1109/access.2017.2765702 fatcat:ydjvbudnsnfrxcoepb3atkxr7y

Neural Cryptography with Fog Computing Network for Health Monitoring Using IoMT

G. Ravikumar, K. Venkatachalam, Mohammed A. AlZain, Mehedi Masud, Mohamed Abouhawwash
2023 Computer systems science and engineering  
Sleep apnea syndrome (SAS) is a breathing disorder while a person is asleep. The traditional method for examining SAS is Polysomnography (PSG).  ...  For diagnosing SA, the Oxygen saturation (SpO2) sensor device is popularly used for monitoring the heart rate and blood oxygen level.  ...  Moreover, IoT produces Wireless Sensor Networks (WSN), smart technologies, cloud network, and so on [8] .  ... 
doi:10.32604/csse.2023.024605 fatcat:rcep6cvhm5brxb3gkveovipm4u

Titration and Follow‐up for Home Noninvasive Positive Pressure Ventilation in Chronic Obstructive Pulmonary Disease: the potential role of Tele‐monitoring and the Internet of things

Wei peng Jiang, Linlin Wang, Yuan lin Song
2021 Clinical Respiratory Journal  
Reliable tele-monitoring and transmission of clinical parameters from home to hospitals has prompted the development of IoT-based home NIPPV.  ...  IoT-based management of home NIPPV, such as home titration and follow-up with the use of tele-monitoring, are emerging and yielding positive findings.  ...  Starting NIPPV at home with the help of IoT-based monitoring might be an option and would alleviate the burden on the healthcare system.  ... 
doi:10.1111/crj.13352 pmid:33705593 fatcat:o4nqizbmuvawtojwrfzxorpppm

Technological Features of Internet of Things in Medicine: A Systematic Mapping Study

Ali Behmanesh, Nasrin Sayfouri, Farahnaz Sadoughi
2020 Wireless Communications and Mobile Computing  
of the applications being supported by the mobile/IoT operating systems in order to provide connection possibility among all IoT devices in medicine, exploiting wireless communication technologies such  ...  We reviewed how cloud, wearable technologies, wireless communication technologies, messaging protocols, security methods, development boards, microcontrollers, mobile/IoT operating systems, and programming  ...  cloud RFID, Wi-Fi, Bluetooth, 3G/4G Android 24 IoT-based wireless polysomnography intelligent system for sleep monitoring 2018 [57] - Bluetooth TI MSP430 Java, MATLAB 25 An IoT-enabled  ... 
doi:10.1155/2020/9238614 fatcat:hj7x2pqxybh27ochjm3hi7mbru

The Development of IoT Tele-Insomnia Framework to Monitor Sleep Disorder

Novi Azman, Universiti Teknikal Malaysia Melaka, Malaysia
2019 International Journal of Advanced Trends in Computer Science and Engineering  
This condition requires a clinical test through a monitoring process that includes EEG, BP, Pulse and Stress status. Due to limited sleep laboratory facilities and medical equipment for insomnia.  ...  This paper proposes an initial Tele-insomnia framework that enables the rural patients to be tested for sleep disorder remotely.  ...  ACKNOWLEDGEMENT Authors would also like to thank and acknowledge the Universitas Nasional, Jakarta, Indonesia and Universiti Teknikal Malaysia Melaka, Malaysia for allowing this research to accomplish.  ... 
doi:10.30534/ijatcse/2019/25862019 fatcat:aqtvikiifjct5galvy4d5xb5ya

A Smart System for Sleep Monitoring by Integrating IoT With Big Data Analytics

Diana C. Yacchirema, David Sarabia-Jacome, Carlos E. Palau, Manuel Esteve
2018 IEEE Access  
For these reasons, this research presents an innovative system for both to detect and support of treatment of OSA of elderly people by monitoring multiple factors such as sleep environment, sleep status  ...  Therefore, a real-time monitoring of this disorder is a critical need in healthcare solutions. There are several systems for OSA detection.  ...  THE ARCHITECTURE OF IoT-BIG BASED SLEEP APNEA MONITORING SYSTEM A.  ... 
doi:10.1109/access.2018.2849822 fatcat:3frkfj35kreczept6pr3jpxdpu

Heart Rate Monitoring with Smart Wearables using Edge Computing

Stephen Dewanto, Michelle Alexandra, Nico Surantha
2020 International Journal of Advanced Computer Science and Applications  
The goal of this study is to improve an IoT monitoring system by enabling realtime heart rate monitoring and analysis, also to assess the use of PPG sensors in smart wearables compared to other clinicaltested  ...  The application can then transmit the pre-processed measurements to the cloud server for monitoring or further analysis, i.e. to assess the health of users' heart.  ...  Li et al. (2017) [20] proposes a monitoring system based on IoT for heart rate.  ... 
doi:10.14569/ijacsa.2020.0110317 fatcat:j2kwnfscbvgetjfzrvrjeqv34a

Wearable health devices and personal area networks: can they improve outcomes in haemodialysis patients?

2020 Nephrology, Dialysis and Transplantation  
For a BAN to become clinical reality, not only must technical issues, cybersecurity and data privacy be addressed, but also adequate models based on artificial intelligence and mathematical analysis need  ...  Moreover, the potential of WHD and BAN can only be fulfilled if they are part of a transformative healthcare system with a shared responsibility between patients, healthcare providers and the payors, using  ...  FIGURE 2 : 2 Example of a 'clinical intelligence system' [4] .  ... 
doi:10.1093/ndt/gfaa015 pmid:32162666 pmcid:PMC7066542 fatcat:nm6ofbp2a5bu3hs5bv7i3wl5am

IoT Healthcare: Design of Smart and Cost-Effective Sleep Quality Monitoring System

Khizra Saleem, Imran Sarwar Bajwa, Nadeem Sarwar, Waheed Anwar, Amna Ashraf, ahmed alkhayyat
2020 Journal of Sensors  
This study highlights the implementation of an intelligent and smart sleep quality monitoring system using IoT on a variant number of people with minimum expense rate.  ...  The development of the Internet of Things (IoT) technology purports the preambles to build a consistent and cost-effective system to monitor the sleep quality of patients.  ...  This paper is aimed at proposing a low-cost and intelligent method of monitoring sleep patterns using IoT.  ... 
doi:10.1155/2020/8882378 fatcat:oozdb7s6p5etng6nwqjur4qfqm

The future of sleep health: a data-driven revolution in sleep science and medicine

Ignacio Perez-Pozuelo, Bing Zhai, Joao Palotti, Raghvendra Mall, Michaël Aupetit, Juan M. Garcia-Gomez, Shahrad Taheri, Yu Guan, Luis Fernandez-Luque
2020 npj Digital Medicine  
These developments make accurate sleep monitoring at scale a possibility for the first time.  ...  In recent years, there has been a significant expansion in the development and use of multi-modal sensors and technologies to monitor physical activity, sleep and circadian rhythms.  ...  ARTIFICIAL INTELLIGENCE-BASED SLEEP MODELLING Once sleep data has been pre-processed, data modelling can be commenced for different applications.  ... 
doi:10.1038/s41746-020-0244-4 pmid:32219183 pmcid:PMC7089984 fatcat:srzhls4bt5a6vk3yyr57sdmtta

Index [chapter]

2021 Digital Health  
in wireless monitoring and sensors, 87À88 Wireless power transfer, 198 Wireless sensor networks (WSNs), 184 WSN-based patient monitoring, 184 use of device over time, 312À313 wearable activity trackers  ...  Wi-Fi, 7, 156À157 Wildlife monitoring, 134À135 Wireless Body Area Networks (WBAN), 153 Wireless communication and power, 198 Wireless data monitoring unit, 87 Wireless monitoring, 87 technological advancement  ... 
doi:10.1016/b978-0-12-818914-6.00030-2 fatcat:s7qvg4z545gv3nwc3luiaoppz4

Noncontact Sleep Monitoring System under a Mattress

Xu Jiao, Xiaosha Wang, Xiaohang Wang, Zipeng Liu
2021 IEEE Access  
SleepMatrix is a sleep monitoring system that consists of two parts: a front-end sensor array and a cloud-edge data processing system.  ...  The data-driven system, based on the Internet of Things, can be flexibly deployed in environments from homes to transportation, and a variety of centralized control and monitoring functions can be flexibly  ...  RESEARCH PROGRAM The SleepMatrix noncontact sleep monitoring system is composed of a sleeping mattress and a data center [12] . The two components are interconnected through a wireless network.  ... 
doi:10.1109/access.2021.3102281 fatcat:w2z3lh66ejdrtc2n7vaevfjmse

IoT-Based Home Monitoring: Supporting Practitioners' Assessment by Behavioral Analysis

Niccolò Mora, Ferdinando Grossi, Dario Russo, Paolo Barsocchi, Rui Hu, Thomas Brunschwiler, Bruno Michel, Francesca Cocchi, Enrico Montanari, Stefano Nunziata, Guido Matrella, Paolo Ciampolini
2019 Sensors  
The ACTIVAGE project aims at promoting IoT (Internet of Things)-based solutions for Active and Healthy ageing.  ...  A Wireless Sensor Kit based on Wi-Fi connectivity was suitably engineered and realized to monitor behavioral aspects, possibly relevant to health and wellbeing assessment.  ...  IoT Wireless Sensor Kit The IoT wireless sensor kit is composed of several different elements, which are used to continuously monitor and extract relevant behavioral information.  ... 
doi:10.3390/s19143238 fatcat:i4aceuffxbeonnclbt2hqlsifi

Artificial intelligence applications in pulmonology and its advantages during the pandemic period
Göğüs hastalıklarında yapay zeka uygulamaları ve pandemi döneminde sağladığı avantajlar

Neslihan Özçelik, İnci Selimoğlu
2021 Turkish Journal of Tuberculosis & Thorax  
Computer based programs; diagnostic algorithms, surgical support and robotic systems developed on the basis of patient data are increasingly used in the drug development industry.  ...  Artificial intelligence methods can act as a simulation of the human mind and intelligence, resulting in the analysis and classification of complex data in a short time.  ...  Examples include performing polysomnography in a home environment with the help of wearable devices and transferring them to the system recording sleep disorders (49) (50) (51) (52) (53) (54) .  ... 
doi:10.5578/tt.20219710 pmid:34581159 fatcat:aqsxbpuezzd5vnv3dxa27eoj6m

Sensing of Life Activities at the Human-Microwave Frontier

Changzhi Li, Victor M. Lubecke, Olga Boric-Lubecke, Jenshan Lin
2021 IEEE Journal of Microwaves  
sensing, blood pressure monitoring, and sleep medicine.  ...  Modern microwave radar technologies and systems are taking important roles in healthcare, security, and human-machine interface by remote sensing of human life activities.  ...  Another system was studied in [85] for wireless sleep apnea detection, as shown in Fig. 6 .  ... 
doi:10.1109/jmw.2020.3030722 fatcat:p7ys76vc6nenzomqmvtarzmloq
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