Internet of Things (IoTs)- Review and It’s Multiple Classification

Priya, R.; Suman, Neelu; Utsav, Ankur; Abhishek, Amit

doi:10.1109/icicv50876.2021.9388464

Cited by 3 publications

(1 citation statement)

References 42 publications

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“…Since this bridge between both parties doesn't seem to have any close enough connections necessity of an Information and Technology based solution was highly demanded. The initiative of this particular project was motivated by these facts, and the general idea of the project is to enhance the comfort of living of elderly persons [1][2].…”

Section: Introductionmentioning

confidence: 99%

Towards Ambient Assisted Living (AAL): Design of an IoT-based Elderly Activity Monitoring System

Rupasinghe¹,

Maduranga²

2022

IJEM

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This paper presents a design and development of an IoT-based system to real-time track elders' physical activities using accelerometer sensor data. The objective behind conducting such research is to overcome the lack of ability to monitor physical activities. Especially with the development of the socio-economic sector, the number of elders who live in isolated areas such as elderly homes have increased rapidly. In such a case with declining cognitive abilities, the healthcare of these elderly personalities becomes vulnerable. This research project fulfilled the necessity of a system to capture the vital details about those people. The Internet of Things (IoT) and cloud-based applications have become a significant part of the Information and Technology sector. Realtime monitoring is a concept tightly coupled with IoT cloud cloud-native application for this application is an excellent example of that.Further, the requirement of a low-cost system was fulfilled by using hardware components such as NodeMCU and accelerometer sensors. The designed and developed system is composed of a cost-effective wrist-worn device capable of capturing hand movement on three different arises. Hence, the detected signals are transmitted to a master node to process and recognize the activity according to the detected signal. Another significant aspect of the project is using machine learning techniques to recognize the four different activities such as walking, sitting, sleeping, and standing. The use of supervised machine learning techniques is evaluated to overcome the barriers of real-time activity recognition. Further different supervised machine learning algorithms were used and evaluated, which were extracted from existing literature. The project was conducted while accomplishing the machine learning life cycle stages, and it has significantly benefitted from generating highly accurate final results for the overall system. Further different supervised machine learning algorithms were used and evaluated, which were extracted from existing literature. The supervised machine learning algorithm Decision Tree Classifier used for this study. Using the Decision Classifier Tree algorithm succeeded in gaining more than 80% of model accuracy. Since the research topic comes under a classification type-oriented problem, the testing process of the model has been done using the confusion matrix for the trained model.

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Section: Introductionmentioning

confidence: 99%

Towards Ambient Assisted Living (AAL): Design of an IoT-based Elderly Activity Monitoring System

Rupasinghe¹,

Maduranga²

2022

IJEM

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Multiple Security Threats with Its Solution in Internet of Things (IoT)

Priya¹,

Utsav

Zabeen

et al. 2021

2021 4th International Conference on Recent Developments in Control, Automation &Amp; Power Engineering (RDCAPE)

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A Complete Telemetry Solution for COVID-19 Infected Person by Using IoT

Abhishek

Suman²,

Priya³

et al. 2021

2021 International Conference on Recent Trends on Electronics, Information, Communication &Amp; Technology (RTEICT)

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In this paper we are defining a complete solution for Covid-19 infected persons using telemedicine and IoT. In this proposed work we mainly focused of proper care and monitoring of the infected patient from the beginning. We had also added a feature of online medical supports like availability of beds in particular hospitals, E medicine and other medical equipment buying facilities, online consultation to doctors, E medical support for emergency, online ambulance support, online request for pathology and radiology, complete monitoring of the patient from day one. The process will start from registration and then one can go for its further options. The proposal had also added a unique feature in the system that the treatment given to the infected person will also be shared to the family member of the patient through registered channel. The novelty of this system lies in providing the patients with an organized setup of smart healthcare which makes healthcare easy. We had discussed the working models for the different works associated with final our proposed system. This proposed system aims lesser human intervention with better medical facilities to covid-19 patients.

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Internet of Things (IoTs)- Review and It’s Multiple Classification

Cited by 3 publications

References 42 publications

Towards Ambient Assisted Living (AAL): Design of an IoT-based Elderly Activity Monitoring System

Towards Ambient Assisted Living (AAL): Design of an IoT-based Elderly Activity Monitoring System

Multiple Security Threats with Its Solution in Internet of Things (IoT)

A Complete Telemetry Solution for COVID-19 Infected Person by Using IoT

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