4.8 Article

A Flexible and Pervasive IoT-Based Healthcare Platform for Physiological and Environmental Parameters Monitoring

Journal

IEEE INTERNET OF THINGS JOURNAL
Volume 7, Issue 6, Pages 5628-5647

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JIOT.2020.2980432

Keywords

Ambient parameters; flexible Internet-of-Things (IoT)-gateway; IoT healthcare; physiological parameters; wearable devices

Funding

  1. Ministry of Economics, Employment and Health of the Government of Mecklenburg-Vorpommern, Germany [TBI-V-1-127-VBW-044]

Ask authors/readers for more resources

The concentration in the new era of healthcare is the medical Internet of Things (IoT) according to preventive and prediction (p(2)Health). In large scale and general perspective, the effective parameters from behavioral, ambient, and physiological domains as the most influencing fields of interest in healthcare must be monitored. In personalized healthcare monitoring, wearables are playing an important role in terms of data measurement and collection. We aim at creating a configurable and adaptable platform for comprehensive parameters monitoring, according to the convenient mode of wearability. Hence, we develop an innovative wrist-worn prototype for ambient monitoring and a flexible IoT gateway. The prototype measures the most critical parameters from an ambient domain. In this platform, via IoT gateway as an intermediate hub between the wearables and the IoT server, bidirectional communication between the end user and medics is established in real time. In addition, the physician as the real-time observer of patients are given the possibility to set up the required parameters for measurement through the IoT gateway and activate/deactivate the sensors on the wearables. Therefore, depending on the target investigation, status of patients, requirements, and demands, medics can determine the setup parameters for measurement. Thus, the application of this platform is not limited to specific groups, but widely may be applied whether in daily routine or medical research investigation. Under the flexible IoT gateway, the new wearables can readily be integrated and synchronized into the platform. The users are not restricted to select only one specific product but there are alternatives as well. To support the solution, experimental results are provided.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.8
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Review Chemistry, Analytical

Unobtrusive Health Monitoring in Private Spaces: The Smart Home

Ju Wang, Nicolai Spicher, Joana M. Warnecke, Mostafa Haghi, Jonas Schwartze, Thomas M. Deserno

Summary: This research provides a guide to current sensor technology for unobtrusive in-home monitoring through a literature review, addressing questions related to sensor types, placement, monitored data, and monitoring functions. The study identified 25 types of sensors that can be used for various monitoring purposes, but clear evidence of their impact on clinical outcomes is still lacking.

SENSORS (2021)

Review Chemistry, Analytical

Wearable Devices in Health Monitoring from the Environmental towards Multiple Domains: A Survey

Mostafa Haghi, Saeed Danyali, Sina Ayasseh, Ju Wang, Rahmat Aazami, Thomas M. Deserno

Summary: This study analyzes wearable devices in healthcare from an innovative perspective, categorizing them according to the environmental, behavioral, physiological, and psychological domains. The research indicates a shift towards disease management and specific applications for wearables, highlighting their significant role in proactive healthcare.

SENSORS (2021)

Article Engineering, Electrical & Electronic

New Dual-Input Zero-Voltage Switching DC-DC Boost Converter for Low-Power Clean Energy Applications

Saeed Danyali, Amin Moradkhani, Rahmat Aazami, Mostafa Haghi

Summary: This article introduces a new dual-input nonisolated ZVS DC-DC boost converter which combines two bidirectional and unidirectional boost converters, utilizing three power switches, one power diode, two inductors, and an output filtering capacitor. The converter achieves ZVS and ZCS without auxiliary circuits, with soft-switching performance designed for all power ranges. It features a simple and compact structure, minimal components, and high efficiency, able to regulate output voltage and control power extraction through a simple control system.

IEEE TRANSACTIONS ON POWER ELECTRONICS (2021)

Article Chemistry, Analytical

Mobile Detection and Alarming Systems for Hazardous Gases and Volatile Chemicals in Laboratories and Industrial Locations

Mohammed Faeik Ruzaij Al-Okby, Sebastian Neubert, Thomas Roddelkopf, Kerstin Thurow

Summary: This study investigates mobile detection and alarming systems for toxic, hazardous gases and volatile chemicals in laboratory environments. By screening papers, 42 eligible papers were found. The focus is on discussing available mobile hazardous gas detection and alarming systems based on various technical details such as gas detection technology, sensor manufacturing technology, sensor specifications, processor type, and communication technology.

SENSORS (2021)

Article Chemistry, Analytical

Evaluating of IAQ-Index and TVOC Parameter-Based Sensors for Hazardous Gases Detection and Alarming Systems

Mohammed Faeik Ruzaij Al-Okby, Sebastian Neubert, Thomas Roddelkopf, Heidi Fleischer, Kerstin Thurow

Summary: The measurement of air quality parameters for indoor environments is increasingly important for ensuring worker safety. This paper investigates the applications of indoor air quality index (IAQ-index) and total volatile organic compounds (TVOC) in hazardous/toxic gases detection and alarming systems. Through testing 12 different organic solvents, the best and most flexible solution for air quality threshold selection is identified, and data acquisition and processing are conducted using IoT technology.

SENSORS (2022)

Editorial Material Chemistry, Multidisciplinary

System Concepts for Robots in Life Science Applications

Kerstin Thurow

APPLIED SCIENCES-BASEL (2022)

Article Chemistry, Analytical

Evaluating a Novel Gas Sensor for Ambient Monitoring in Automated Life Science Laboratories

Mohammed Faeik Ruzaij Al-Okby, Thomas Roddelkopf, Heidi Fleischer, Kerstin Thurow

Summary: Air pollution and leakages of hazardous and toxic gases and chemicals frequently occur in automated chemical and life science laboratories. The commercial MOX gas sensor, SGP41, was used for detecting nitrogen oxide index (NOx-Index) and volatile organic compound index (VOC-Index) in this study, showing capability in detecting small NO2 gas leakage from 0.3% volume and all tested VOC solvents >= 100 mu L.

SENSORS (2022)

Article Chemistry, Analytical

Recognizing Human Activity of Daily Living Using a Flexible Wearable for 3D Spine Pose Tracking

Mostafa Haghi, Arman Ershadi, Thomas M. Deserno

Summary: The World Health Organization recognizes the impact of physical activity on quality of life. This study focuses on monitoring and classifying physical activity using a flexible wearable device for 3D spine pose measurement. By developing a comprehensive protocol and implementing three neural networks, the study achieves high accuracy in activity recognition. The results demonstrate the potential of the wearable device for activity monitoring and exercise supervision, while further improvement is needed for fall detection.

SENSORS (2023)

Article Chemistry, Analytical

Validating Force Sensitive Resistor Strip Sensors for Cardiorespiratory Measurement during Sleep: A Preliminary Study

Mostafa Haghi, Akhmadbek Asadov, Andrei Boiko, Juan Antonio Ortega, Natividad Martinez Madrid, Ralf Seepold

Summary: Sleep disorders can impact daily life, affecting physical, emotional, and cognitive well-being. We developed a low-cost Out of Center Sleep Testing (OCST) system with low complexity to measure cardiorespiratory parameters using force-sensitive resistor strip sensors under the bed mattress. The system showed promising results with minor dependency on sleeping positions and identified the sensor under the thoracic region as the optimal configuration for cardiorespiratory measurement.

SENSORS (2023)

Article Chemistry, Multidisciplinary

StereoVO: Learning Stereo Visual Odometry Approach Based on Optical Flow and Depth Information

Chao Duan, Steffen Junginger, Kerstin Thurow, Hui Liu

Summary: We propose a novel stereo visual odometry model that combines optical flow and depth information to estimate ego-motion and achieve camera pose estimation. Our experiments demonstrate that our approach outperforms existing learning-based and monocular geometry-based methods on the KITTI odometry dataset, and we achieve real-time performance.

APPLIED SCIENCES-BASEL (2023)

Article Medical Informatics

One Digital Health Intervention for Monitoring Human and Animal Welfare in Smart Cities: Viewpoint and Use Case

Arriel Benis, Mostafa Haghi, Thomas M. Deserno, Oscar Tamburis

Summary: Smart cities and digital public health are closely related and pose challenges in managing digital transformation in urbanization and living spaces. Prioritizing the health and well-being of humans and their animals is critical in the dynamic and ever-changing environment they share. The use of sensors in smart cities and accident and emergency informatics offer tools to monitor and manage hazards and events. One Digital Health (ODH) framework, combined with accident and emergency informatics, aims to transform health ecosystems by managing data and supporting health-oriented policies. By developing the concept of ODH intervention, the framework can support comprehensive monitoring and analysis of daily life events in smart environments. The ODH intervention case study demonstrated how data collection and analysis can be used to improve health, welfare, and risk prevention at individual and population levels.

JMIR MEDICAL INFORMATICS (2023)

Review Robotics

Indoor Positioning Systems of Mobile Robots: A Review

Jiahao Huang, Steffen Junginger, Hui Liu, Kerstin Thurow

Summary: This paper screened 147 papers from 2019 to 2021 in the field of indoor positioning of mobile robots and introduced and compared 12 mainstream indoor positioning methods and related technologies. Then, the selected papers were summarized, discovering common attributes and laws, and obtaining the development trend of indoor positioning of mobile robots.

ROBOTICS (2023)

Article Chemistry, Analytical

Flexible IoT Gas Sensor Node for Automated Life Science Environments Using Stationary and Mobile Robots

Sebastian Neubert, Thomas Roddelkopf, Mohammed Faeik Ruzaij Al-Okby, Steffen Junginger, Kerstin Thurow

Summary: In recent years, the automation level in life science laboratories has increased significantly with the introduction of stationary and mobile robots. To enhance safety for personnel, a modular IoT-sensor node was developed for early detection of volatile organic compound vapors. The investigation results demonstrate the effectiveness of these sensors for early detection of solvent vapors in life science laboratories.

SENSORS (2021)

Article Health Care Sciences & Services

Automatic Information Exchange in the Early Rescue Chain Using the International Standard Accident Number (ISAN)

Mostafa Haghi, Ramon Barakat, Nicolai Spicher, Christian Heinrich, Justin Jageniak, Gamze Soylev Oktem, Maike Krips, Ju Wang, Siegfried Hackel, Thomas M. Deserno

Summary: This paper introduces an ISAN-based communication platform aiming to facilitate data exchange between isolated systems, prevent data misinterpretation, and integrate additional data sources in emergency response scenarios. The platform includes alerting, responding, and curing system managers, as well as workflow and communication managers to improve communication efficiency and security in emergency situations.

HEALTHCARE (2021)

Article Engineering, Electrical & Electronic

A new dual-input three-winding coupled-inductor based DC-DC boost converter for renewable energy applications

Saeed Danyali, Rahmat Aazami, Amin Moradkhani, Mostafa Haghi

Summary: The proposed converter has a simple and compact structure, minimum number of power switches and magnetic elements, high voltage gain, and acceptable power efficiency.

INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS (2021)

No Data Available