IoT-based personal health care monitoring device for diabetic patients

Rahman, Ruhani Ab; Aziz, Nur Shima Abdul; Kassim, Murizah; Yusof, Mat Ikram

doi:10.1109/iscaie.2017.8074971

Cited by 57 publications

(15 citation statements)

References 8 publications

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“…IoT is nothing but an advanced concept of Information Communication Technology (ICT). Technologies are broadly expanded in web based or on line system [2]. Now-a-days collecting information in real time is vital.…”

Section: Literature Reviewmentioning

confidence: 99%

A Healthcare System for Internet of Things (IoT) Application: Machine Learning Based Approach

Mamun-Ibn-Abdullah¹

2021

JCC

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Internet of things (IoT) has become an interesting topic in the field of technological research. It is basically interconnecting of devices with each other over the internet. Beside its general use in terms of autonomous cars and smart homes, but some of the best applications of IoT technology in fields of health care monitoring is worth mentioning. The main purpose of this research work is to provide comport services for patients. It can be used to promote basic nursing care by improving the quality of care and patient safety from patient home environment. Rural area of a country lacks behind the proper patient monitoring system. So, remote monitoring and prescribing by sharing medical information in an authenticated manner is very effective for betterment of medical facilities in rural area. We have proposed a healthcare system which can analyze ECG report using supervise machine learning techniques. Analyzing report can be stored in cloud platform which can be further used to prescribe by the experienced medical practitioner. For performance evaluation, ECG data is analyzed using six supervised machine learning algorithms. Data sets are divided into two groups: 75 percent data for training the model and rest 25 percent data for testing. To avoid any kind of anomalies or repetitions, cross validation and random train-test split was used to obtain the result as accurate as possible.

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Section: Literature Reviewmentioning

confidence: 99%

A Healthcare System for Internet of Things (IoT) Application: Machine Learning Based Approach

Mamun-Ibn-Abdullah¹

2021

JCC

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“…IoT development enabled its sensors to collect data and the controller played the brain of central connectivity. Arduino controller are mostly used which its makes development easier especially for small IoT research project [4]. Arduino and Node MCU controllers are mostly used which makes its development easier especially for small IoT research projects.…”

Section: Introductionmentioning

confidence: 99%

A Thing Speak IoT Based Vibration Measurement and Monitoring System Using an Accelerometer sensor

Kumari¹

2021

IJRASET

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This paper presents the development of a Thing Speak IoT on a Real-Time Vibration measurement System using the accelerometer Sensor. Many systems have been designed previously but some lack systems are identified where it does not provide adaptively connections and alert to web pages on logging data collections. Thus, understanding the previous system model is important to compare the importance of new build parameters in designing the new system. An evaluation of the current model, hardware, and software is important before a new architecture is developed. This research has developed a prototype system to monitor and measure the vibration of a system remotely and setting up threshold and alert accordingly. The designed system assisted with an internet as vibration monitoring system for the machines. Research methods consist of two parts involved hardware and software development. The hardware development covers the connections of the accelerometer sensor and the software involved in constructed coding using the C language program. The program then is compiled and uploaded into the Node MCU to display the acceleration of the system. An open-source Internet of Things called Thing Speak is used as a platform to retrieve and display the collected data. Real-time monitoring can be accessed through Smartphone and web applications. This study has been considered successfully implemented and it is a significant study that performs on new IoT platforms and adaptively ready to monitor a vibration remotely. Keyword: Accelerometer Sensor, Internet of Things, Thing Speak, Real-Time.

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“…There are many components used to make IoT such as Wi-Fi module ESP8266 ESP-01, NODEMCU ESP8266 Wi-Fi [3], and Controller Board ESP-12 V2. These controllers are helpful in designed a small prototype system in many fields such as smart home [4], lighting control [5], healthcare [6], home security [7], and many more which help to simulate model before implemented at the real environment.…”

Section: Introductionmentioning

confidence: 99%

IoT Smart Agriculture for Aquaponics and Maintaining Goat Stall System

Effendi

Kassim

Sulaiman

et al. 2020

IJIE

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This research presents project development on smart farm and agriculture. The surge in global population is compelling a shift towards smart farm and agriculture practices. This coupled with the diminishing natural resources increase in unpredictable weather conditions makes food security a major concern for most countries. As a result, the use of the internet of things (IoT) and data analytics (DA) are employed to enhance the operational efficiency and productivity in the farm and agriculture sector. The objective is to design a prototype that used the internet of things on the farm and agriculture. Next is to have a monitoring and controlling or automation system that will benefit the farmer. Then collect all the data to be analyses on the rainfall, temperature, humidity, and light intensity. The methodology comprised of hardware, software, programming, sensors such as water sensor, light depending resistor sensor, temperature, and humidity sensor, and weight sensor for collected data. The result presents a prototype on aquaponics and goat stall that implement the concepts of the internet of things for monitoring, controlling, or automation system while data analytics is presented from all the sensors. Analytic data on the temperature, light intensity, humidity, and rainfall rate are analyzed. Surrounding temperatures are important for both plants and fish because if it too hot, they can die easily. The optimum light is needed by the plant for their photosynthesis process. Thus, by monitoring and collecting these parameters, data can be used for analyzing purposes. This project can benefit the agriculture and farm sectors in a larger or small scale.

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IoT-based personal health care monitoring device for diabetic patients

Cited by 57 publications

References 8 publications

A Healthcare System for Internet of Things (IoT) Application: Machine Learning Based Approach

A Healthcare System for Internet of Things (IoT) Application: Machine Learning Based Approach

A Thing Speak IoT Based Vibration Measurement and Monitoring System Using an Accelerometer sensor

IoT Smart Agriculture for Aquaponics and Maintaining Goat Stall System

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