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
  • [21] Smart, intelligent wells provide real-time well control, monitoring
    Moritis, G.
    Oil and Gas Journal, 2001, 99 (14): : 72 - 77
  • [22] Intelligent and Real-Time Data a Acquisition for Medical Monitoring in Smart Campus
    Liang, Yi
    Chen, Zixi
    IEEE ACCESS, 2018, 6 : 74836 - 74846
  • [23] Smart, intelligent wells provide real-time well control, monitoring
    Moritis, G
    OIL & GAS JOURNAL, 2001, 99 (14) : 72 - 77
  • [24] IoT based low cost and intelligent module for smart irrigation system
    Nawandar, Neha K.
    Satpute, Vishal R.
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2019, 162 : 979 - 990
  • [25] A low-cost IoT monitoring system for Smart districts
    Hernandez, Jose L.
    Corredera, Alvaro
    Garcia, Ruben
    Sanz, Cecilia
    Sanz, Roberto
    2018 GLOBAL INTERNET OF THINGS SUMMIT (GIOTS), 2018, : 259 - 264
  • [26] Real time monitoring system of heat treatment intelligent workshop
    Feng, Zhiwen
    Wang, Guitang
    Key Engineering Materials, 2014, 621 : 599 - 604
  • [27] Real-time intelligent monitoring system based on IoT
    Bahhar, Chayma
    Baccouche, Chokri
    Ben Othman, Sofiene
    Sakli, Hedi
    2021 18TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2021, : 93 - 96
  • [28] An intelligent real-time monitoring system for compaction times
    Feng Dengchao
    Wang Yonglong
    Tan Zhenkun
    Wang Haipeng
    Zhao Xuemei
    PROCEEDINGS OF THE FIFTH INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1 AND 2, 2014, : 22 - 26
  • [29] An intelligent system for real-time monitoring and fault predicting
    Rao, M
    Feng, JL
    Zhou, JM
    Xu, YS
    Liu, QJ
    Wen, J
    PROCEEDINGS OF THE 4TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-4, 2002, : 2737 - 2741
  • [30] Intelligent Real-time Intervention System Applied in Smart City
    Melhim, Loai Kayed B.
    Jemmali, Mahdi
    Alharbi, Mafawez
    2018 21ST SAUDI COMPUTER SOCIETY NATIONAL COMPUTER CONFERENCE (NCC), 2018,