A Low Cost Intelligent Smart System for Real Time Child Monitoring in the School

被引:0
|
作者
Myakala, Pruthvi Raj [1 ]
Nalumachu, Rajasree [1 ]
Mittal, V. K. [2 ]
机构
[1] Indian Inst Informat Technol Chittoor, Sri City, India
[2] Ritwik Software Technol Pvt Ltd, Hyderabad, Telangana, India
关键词
Cry detection robot; Energy; Cry signal; Cry analysis; WiFi controlled; Remote control operation;
D O I
10.1007/978-3-319-67934-1_39
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Speech processing techniques help improving real-time communication between human to human, human and machine, machine to machine. If these techniques are used integrated with robots, then their physical flexibility and wider reach can enable a wide range of real-time applications. In this paper, we propose an 'Intelligent Cry Detection Robotic System' (ICDRS) for real-monitoring of child-beating in classrooms, in order to facilitate prevention of child-abuse prevalent in this form. The proposed system has two major modules: the 'Cry-Detection System' (CDS) and a 'Smart Robotic System' (SRS) equipped with audio-visual sensors. The CDS unit present in the classroom, consist of three parts. First, the cry-recording unit (CRU) records the audio signals and sends to 'Signal Processing Unit' (SPU). Then SPU applies signal processing techniques, and intelligently detects the cry events using the features extracted from the acoustic signal. If the system detects a cry, then it further sends the control commands to the 'Signal Transmission Unit' (STU), which sends an automatic SMS to the Vice-Principal or Supervisor-Teacher, i.e., the person-in-charge, thereby alerting him/her about the child cry in a particular classroom. The controlling person can give control-commands to the SRS from a web-application and can get the live-stream of the video from the classroom. A Wi-Fi module acts to facilitate the communication between this controller and the Robot (SRS). The initial performance evaluation results are very much encouraging. The proposed system can have potential applications in the schools, hospitals and child care centers etc. Hopefully, this prototype can be a useful step towards preventing child-abuse, prevalent in different forms in our society.
引用
收藏
页码:427 / 438
页数:12
相关论文
共 50 条
  • [41] Real-Time Speed Monitoring of Elevator System Based on Low-Cost IMU
    Zhang, Shuo
    Hong, Chengan
    Huang, Haiqing
    Wu, Duidi
    Zhao, Qianyou
    Qi, Jin
    Hu, Jie
    Peng, Yinghong
    IEEE SENSORS JOURNAL, 2023, 23 (15) : 17559 - 17571
  • [42] Low-cost real-time environmental noise monitoring system design and implementation
    Hamamcı S.F.
    Doğru A.
    International Journal of Environmental Studies, 2024, 81 (03) : 1045 - 1057
  • [43] Low-Cost Stand-Alone System for Real-Time Hydrological Monitoring
    Islam, Mohammad S.
    Bonner, James S.
    Paley, James B.
    Fuller, Christopher B.
    ENVIRONMENTAL ENGINEERING SCIENCE, 2016, 33 (12) : 929 - 941
  • [44] A Low-Cost Intelligent Mobile Indoor Environment Monitoring System
    Liu, Peng
    Wang, Mingjie
    Dong, Wenkai
    Jiang, Shengqian
    Wang, Yanli
    Zhu, Quan
    Li, Bing
    Chen, Xin
    PROCEEDINGS OF THE 2016 3RD INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING, MANUFACTURING TECHNOLOGY AND CONTROL, 2016, 67 : 226 - 230
  • [45] Low Cost Real Time Vehicle Tracking System
    Minni, Rohit
    Gupta, Rajat
    2013 FOURTH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATIONS AND NETWORKING TECHNOLOGIES (ICCCNT), 2013,
  • [46] Smart Intelligent System for Women and Child Security
    Punjabi, Sunil K.
    Chaure, Suvarna
    Ravale, Ujwala
    Reddy, Deepti
    2018 IEEE 9TH ANNUAL INFORMATION TECHNOLOGY, ELECTRONICS AND MOBILE COMMUNICATION CONFERENCE (IEMCON), 2018, : 451 - 454
  • [47] Data Acquisition System for Volcano Monitoring With Real-Time Transmission, Low Cost and Low Power Consumption
    Moure, David
    Torres, Pedro
    Toma, Daniel M.
    del Rio, Joaquin
    Manuel, Antoni
    PROCEEDINGS OF THE 21ST IMEKO TC-4 INTERNATIONAL SYMPOSIUM ON UNDERSTANDING THE WORLD THROUGH ELECTRICAL AND ELECTRONIC MEASUREMENT AND 19TH INTERNATIONAL WORKSHOP ON ADC MODELLING AND TESTING, 2016, : 233 - 235
  • [48] An IoT-based Real Time Low Cost Low Power Monitoring and Notification System for Aged Care
    Quang Nguyen
    Gong, Cuiling
    Ma, Liran
    2016 INTERNATIONAL CONFERENCE ON IDENTIFICATION, INFORMATION AND KNOWLEDGE IN THE INTERNET OF THINGS (IIKI), 2016, : 261 - 268
  • [49] A Real-time School Bus Tracking and Monitoring System
    Ammar, Khalid
    Jalmoud, Mohammad
    Boushehri, Asull
    Faidiro, Khalid
    2019 IEEE 10TH ANNUAL INFORMATION TECHNOLOGY, ELECTRONICS AND MOBILE COMMUNICATION CONFERENCE (IEMCON), 2019, : 654 - 660
  • [50] A Low-Cost Information Monitoring System for Smart Farming Applications
    Saqib, Muhammad
    Almohamad, Tarik Adnan
    Mehmood, Raja Majid
    SENSORS, 2020, 20 (08)