An Improved IoT-Based System for Detecting the Number of People and Their Distribution in a Classroom

被引:3
|
作者
Matuska, Slavomir [1 ]
Machaj, Juraj [1 ]
Hudec, Robert [1 ]
Kamencay, Patrik [1 ]
机构
[1] Univ Zilina, Fac Elect Engn & Informat Technol, Zilina 01026, Slovakia
关键词
IoT-based system; IoT nodes; Raspberry Pi; Arduino-based module; COVID-19; COVID-19; RADAR;
D O I
10.3390/s22207912
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This paper presents an improved IoT-based system designed to help teachers handle lessons in the classroom in line with COVID-19 restrictions. The system counts the number of people in the classroom as well as their distribution within the classroom. The proposed IoT system consists of three parts: a Gate node, IoT nodes, and server. The Gate node, installed at the door, can provide information about the number of persons entering or leaving the room using door crossing detection. The Arduino-based module NodeMCU was used as an IoT node and sets of ultrasonic distance sensors were used to obtain information about seat occupancy. The system server runs locally on a Raspberry Pi and the teacher can connect to it using a web application from the computer in the classroom or a smartphone. The teacher is able to set up and change the settings of the system through its GUI. A simple algorithm was designed to check the distance between occupied seats and evaluate the accordance with imposed restrictions. This system can provide high privacy, unlike camera-based systems.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] Improved LSTM data analysis system for IoT-based smart classroom
    Li, Yingjie
    Chen, Lianjun
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 39 (04) : 5141 - 5148
  • [2] An IoT-Based Smart Classroom
    Paul, Chinju
    Ganesh, Amal
    Sunitha, C.
    INTERNATIONAL CONFERENCE ON COMPUTER NETWORKS AND COMMUNICATION TECHNOLOGIES (ICCNCT 2018), 2019, 15 : 9 - 14
  • [3] An IoT-Based Energy Conservation Smart Classroom System
    Noor, Talal H.
    Atlam, El-Sayed
    Almars, Abdulqader M.
    Noor, Ayman
    Malki, Amer S.
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2023, 35 (03): : 3785 - 3799
  • [4] IoT-based Home Automation System for People with Disabilities
    Abd Wahab, Mohd Helmy
    2016 5TH INTERNATIONAL CONFERENCE ON RELIABILITY, INFOCOM TECHNOLOGIES AND OPTIMIZATION (TRENDS AND FUTURE DIRECTIONS) (ICRITO), 2016, : 51 - 51
  • [5] An IoT-Based Telemedicine System for the Rural People of Bangladesh
    Hasan, Raqibul
    Islam, Md. Tamzidul
    Rahman, Md. Mubayer
    ARTIFICIAL INTELLIGENCE FOR INTERNET OF THINGS (IOT) AND HEALTH SYSTEMS OPERABILITY, IOTHIC 2023, 2024, 8 : 50 - 58
  • [6] IoT-Based Indoor Navigation Wearable System for Blind People
    Krishna, B. Vamsi
    Aparna, K.
    ARTIFICIAL INTELLIGENCE AND EVOLUTIONARY COMPUTATIONS IN ENGINEERING SYSTEMS, ICAIECES 2017, 2018, 668 : 413 - 421
  • [7] Detecting and Tracking Criminals in the Real World through an IoT-Based System
    Tundis, Andrea
    Kaleem, Humayun
    Muehlhaeuser, Max
    SENSORS, 2020, 20 (13) : 1 - 27
  • [8] IoT-Based Cyber-Physical Distribution System Planning
    Kayamboo, Shaben
    Ray, Biplob
    Das, Narottam
    Tom, Mary
    2022 IEEE INTERNATIONAL IOT, ELECTRONICS AND MECHATRONICS CONFERENCE (IEMTRONICS), 2022, : 726 - 731
  • [9] Design and Implementation of an IoT-Based Smart Classroom Incubator
    Burunkaya, Mustafa
    Duraklar, Kazim
    APPLIED SCIENCES-BASEL, 2022, 12 (04):
  • [10] Formal Modeling of IoT-Based Distribution Management System for Smart Grids
    Kousar, Shaheen
    Zafar, Nazir Ahmad
    Ali, Tariq
    Alkhammash, Eman H.
    Hadjouni, Myriam
    SUSTAINABILITY, 2022, 14 (08)