A Comprehensive Review on Access Control Systems amid Global Pandemic

Kaur, Gagandeep; Singh, Abinash; Singh, Dhawan

doi:10.1109/icetems56252.2022.10093551

Cited by 3 publications

(1 citation statement)

References 46 publications

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“…Cloud computing and the Internet of Things has evolved intertwined emerging internet technologies, with one providing as a basis for the development of the other. IoT systems allow for real-time data gathering as well as automatic and remote-control methods, which may be used to replace traditional monitoring and control systems in a variety of sectors including building automation [63][64][65][66][67][68] . IoT seeks to link smart devices, gather and analyses data from various settings, and deliver services to end users [69][70][71][72][73][74] .…”

Section: A Model Using Next Generation Smart Technologies For Ibms So...mentioning

confidence: 99%

Role of Building Automation Technology in Creating a Smart and Sustainable Built Environment

Singh¹,

Singh²

2023

Evergreen

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In today's modern society, people are getting more conscious of the built environment's energy efficiency and sustainability. Sustainable architectural design reduces negative environmental effect by improving energy efficiency, health, comfort, safety, livability for inhabitants, and the ecosystem at large. Other considerations include effective maintenance and optimization of the resources. All of this is achieved by incorporating appropriate technology within the building. Recent developments in the field of IoT, cloud computing, machine learning, artificial intelligence, and other smart wireless technologies could support solutions for building automation systems. Therefore, it is utmost important to determine the potential of these cutting-edge and smart wireless technologies for building automation and management. In this research work, the role of building technologies in creating a smart and sustainable built environment is identified and discussed. To emphasize the importance, a survey is being conducted to identify the current demand for building management systems, as well as their awareness and present scenario.

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Section: A Model Using Next Generation Smart Technologies For Ibms So...mentioning

confidence: 99%

Role of Building Automation Technology in Creating a Smart and Sustainable Built Environment

Singh¹,

Singh²

2023

Evergreen

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HealthPass: a contactless check-in and adaptive access control system for lowering cluster infection risk in public health crisis

Luo,

Wang,

Hong

et al. 2024

Front. Public Health

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IntroductionEnsuring effective measures against the spread of the virus is paramount for educational institutions and workplaces as they resume operations amidst the ongoing public health crisis. A touchless and privacy-conscious check-in procedure for visitor assessment is critical to safeguarding venues against potential virus transmission.MethodsIn our study, we developed an interaction-free entry system featuring anonymous visitors who voluntarily provide data. This system introduces an adaptable venue entry management mechanism that accounts for both visitors' potential risk and the venue's capacity, aiming to curb the risk of localized infections. We assess visitors' liability based on their voluntarily provided data through radar map analysis. Additionally, we evaluate the venue's situation by quantifying its risk from multiple dimensions. A queuing model is then employed to control visitor access adaptively based on visitors' liability and the venue's availability.ResultsSince May, our university campus has been the operational site for the implemented system, catering to the needs of visitors across distinct venues. Using real-world implementation, we conduct a series of simulation experiments and case studies to verify the effectiveness of the HealthPass system in lowering infection risks.DiscussionThe system has demonstrated its capacity to reduce infection risks by adapting visitor entry procedures based on individual risk factors and venue conditions. Our results suggest that the integration of a dynamic queuing model and real-time data analysis can effectively manage the flow of visitors while ensuring public health safety.

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Classifying Participant Standing and Sitting Postures Using Channel State Information

Custance,

Khan,

Parkinson

2023

Electronics

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Recently, channel state information (CSI) has been identified as beneficial in a wide range of applications, ranging from human activity recognition (HAR) to patient monitoring. However, these focused studies have resulted in data that are limited in scope. In this paper, we investigate the use of CSI data obtained from an ESP32 microcontroller to identify participants from sitting and standing postures in a many-to-one classification. The test is carried out in a controlled isolated environment to establish whether a pre-trained model can distinguish between participants. A total of 15 participants were recruited and asked to sit and stand between the transmitter (Tx) and the receiver (Rx), while their CSI data were recorded. Various pre-processing algorithms and techniques have been incorporated and tested on different classification algorithms, which have gone through parameter selection to enable a consistent testing template. Performance metrics such as the confusion matrix, accuracy, and elapsed time were captured. After extensive evaluation and testing of different classification models, it has been established that the hybrid LSTM-1DCNN model has an average accuracy of 84.29% and 74.13% for sitting and standing postures, respectively, in our dataset. The models were compared with the BedroomPi dataset and it was found that LSTM-1DCNN was the best model in terms of performance. It is also the most efficient model with respect to the time elapsed to sit and stand.

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A Comprehensive Review on Access Control Systems amid Global Pandemic

Cited by 3 publications

References 46 publications

Role of Building Automation Technology in Creating a Smart and Sustainable Built Environment

Role of Building Automation Technology in Creating a Smart and Sustainable Built Environment

HealthPass: a contactless check-in and adaptive access control system for lowering cluster infection risk in public health crisis

Classifying Participant Standing and Sitting Postures Using Channel State Information

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