AutiLife: A Healthcare Monitoring System for Autism Center in 5G Cellular Network using Machine Learning Approach
| Autor: | Afroza Rahman, Md. Abdul Khaleque, Muhammad F. Mridha, Md. Ibrahim Mamun, Md. Abdul Hamid |
|---|---|
| Rok vydání: | 2019 |
| Předmět: |
business.industry
Computer science 020206 networking & telecommunications 02 engineering and technology medicine.disease Machine learning computer.software_genre Motion (physics) System model Autism spectrum disorder mental disorders Health care 0202 electrical engineering electronic engineering information engineering medicine Cellular network Autism Anxiety 020201 artificial intelligence & image processing The Internet Artificial intelligence medicine.symptom business computer |
| Zdroj: | INDIN |
| DOI: | 10.1109/indin41052.2019.8972179 |
| Popis: | Autism is a complex and developmental neurobehavioral disorder which indicates difficulties with communication skills and social interactions. Because of various types of symptoms, this condition is also refers to as autism spectrum disorder (ASD). There are many autism centers to help and facilitate children with autism. To make an autism center automatic and capable of responsive in real time, the next generation of cellular network, i.e. 5G can play a vital role. We have found minor contribution towards healthcare monitoring system for autism centers in a network that offers ultra-reliable and low-latency communication (uRLLC), higher data rates and massive connectivity of devices in Internet of Things (IoT) and Internet of Medical things (IoMT). Therefore, we have proposed "AutiLife"- an impeccable healthcare monitoring system for autism centers in 5G cellular network using Machine Learning algorithm, Support Vector Machine (SVM). Our proposed system model will collect health related data (Blood Pressure, Heart Rate, Body Temperature, Body Motion, Speech Signals) using various sensors and devices from autistic children. Then using ML algorithm the system will accomplish some course of actions and alert the controllers and nearby hospitals if any health falling issues are found. We resolutely believe, our proposed system "AutiLife" may handle any emergency issues for example epilepsy, heart stroke, heart attack, anxiety, hysteria that can occur on any sudden moment in an autism center and may save inestimable life of children with autism. |
| Databáze: | OpenAIRE |
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