An edge AI based real-time spatial monitoring system
Jolly Parikhjolly.parikh@bharatividyapeeth.eduDepartment of Computer Science and EngineeringBharati Vidyapeeth’s College of EngineeringPaschim Vihar, New Delhi, 110063, IndiaView full profile → , Ameya Bhargavabhargavaameya@gmail.comDepartment of Computer Science and EngineeringBharati Vidyapeeth’s College of EngineeringPaschim Vihar, New Delhi, 110063, IndiaView full profile → , Saji M. Antonysaji.antony@bharatividyapeeth.eduDepartment of Electronics and Communication EngineeringBharati Vidyapeeth’s College of EngineeringPaschim Vihar, New Delhi, 110063, IndiaView full profile → , *Yugnanda PuriCorresponding authoryugnanda.puri@bharatividyapeeth.eduDepartment of Electronics and Communication EngineeringBharati Vidyapeeth’s College of EngineeringPaschim Vihar, New Delhi, 110063, IndiaView full profile → , Urvi Maniarurvi_maniar@rp.edu.sgSchool of EngineeringRepublic PolytechnicSingaporeView full profile → , Devansh Singhaldevanshsinghal2003@gmail.comDepartment of Electronics and Communication EngineeringBharati Vidyapeeth’s College of EngineeringPaschim Vihar, New Delhi, 110063, IndiaView full profile → , Mayank Singhmayanksingh94@gmail.comDepartment of Instrumentation and Control EngineeringBharati Vidyapeeth’s College of EngineeringPaschim Vihar, New Delhi, 110063, IndiaView full profile → , Manoj Sharmamanoj.sharma@bharatividyapeeth.eduDepartment of Electronics and Communication EngineeringBharati Vidyapeeth’s College of EngineeringPaschim Vihar, New Delhi, 110063, IndiaView full profile →
* Corresponding author · click or hover a name for details
- Received:
- 06 Aug 2024
- Published Online:
- 19 Feb 2025
- Article type:
- Research Article
- Language:
- EN
- Article no.:
- JIOS-1849
- Pages:
- 33–42
Abstract
Keywords
Subject Classifications
References
[1] Mohd Javaid, Abid Haleem, Ravi Pratap Singh, Shanay Rab and Rajiv Suman, “Significance of sensors for industry 4.0: Roles, capabilities, and applications”, Sensors International, Volume 2, ISSN-2666-3551 (2021). https://doi.org/10.1016/j.sintl.2021.100110.
[2] Haleem and M. Javaid, “Additive Manufacturing applications in Industry 4.0: a review”, Journal of Industrial Integration and Management, Volume 4 Issue 4, Dec 4, p. 1930001 (2019). https://doi.org/10.1142/S2424862219300011
[3] J. C. Dias and A. T. Rosário, “A bibliometric analysis of the role of Industry 4.0 sensors in digital transformation,” Preprints (2023). [Online]. Available: https://doi.org/10.20944/preprints202302.0048.v1.
[4] J. Essien and C. Chimezie, “Ultrasonic Sensor-Based Embedded System for Vehicular Collision Detection and Alert,” Journal of Computer and Communications, vol. 11, pp. 44-57 (2023). https://www.scirp.org/journal/paperinformation?paperid=126989
[5] P. Xu, A. Song, and K. Wang, “Intelligent Head-Mounted Obstacle Avoidance Wearable for the Blind and Visually Impaired,” Sensors, vol. 23, pp. 9598 (2023). https://www.mdpi.com/1424-8220/23/23/9598
[6] S. S. Hussain, D. Durrani, A. A. Khan, R. Atta, and L. Ahmed, “In-door Obstacle Detection and Avoidance System for Visually Impaired People,” IEEE Global Humanitarian Technology Conference, (GHTC) (2020). https://ieeexplore.ieee.org/document/9342942
[7] M. A. I. Neloya, V. Baruab, M. Dasc, P. Baruad, S. U. Rahate, and A. Pathakf, 2020. “An Intelligent Obstacle and Edge Recognition System using Bug Algorithm,” American Scientific Research Journal for Engineering, Technology, and Sciences (ASRJETS), vol. 64, no. 1, pp. 133-143 (2023). https://asrjetsjournal.org/index.php/American_Scientific_Journal/article/view/5566
[8] V. Gowda, G. Dankan, P. Gite, M. Rahman, K. R. Kadam, G. Manivasagam, and K. D. V. Prasad, “Novel approaches to biometric security using enhanced session keys and elliptic curve cryptography,” Journal of Discrete Mathematical Sciences and Cryptography, vol. 27, no. 2-A, pp. 477–488 (2024), doi: 10.47974/JDMSC-1884.
[9] P. V. Barekar and K. R. Singh, “Analysis of different noise filtering techniques for object detection and tracking from video with varying illumination,” Journal of Statistics and Management Systems, vol. 27, no. 2, pp. 303–313 (2024), doi: 10.47974/JSMS-1256.
[10] H. Khan, S. Khatoon, and P. Gaur, “Stabilization of wheeled mobile robot by social spider algorithm-based PID controller,” Int. J. Inf. Technol., vol. 16, pp. 1437–1447 (2024). [Online]. Available: https://doi.org/10.1007/s41870-023-01438-w.
[11] P. Babaei, N. Riahinia, E. Ebadati, O. M., et al., “Autonomous vehicles’ object detection architectures ranking based on multi-criteria decision-making techniques,” Int. J. Inf. Technol., vol. 16, pp. 2343–2352 (2024). [Online]. Available: https://doi.org/10.1007/s41870-023-01517-y.
[12] M. Mirlashari and S. A. M. Rizvi, “Enhancing IoT intrusion detection system with modified E-GraphSAGE: A graph neural network approach,” Int. J. Inf. Technol., vol. 16, pp. 2705–2713 (2024). [Online]. Available: https://doi.org/10.1007/s41870-024-01746-.
[13] V. S. Bilaskar, S. V. Aradhye, S. S. Shinde, D. D. Kshirsagar, and P. R. Nimbalkar, “An intrusion detection system for industrial IoT using chi-square feature selection,” Journal of Statistics and Management Systems, vol. 27, no. 5, pp. 1021–1031 (2024), doi: 10.47974/JSMS-1303.
[14] T. Nesti, S. Boddana, and B. Yaman, “Ultra-sonic sensor-based object detection for autonomous vehicles,” in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, BC, Canada, pp. 210-218 (2023). [Online]. Available: https://ieeexplore.ieee.org/document/10208413.
[15] J. G. S. De Castro, A. P. D. Pedrasa, and F. L. Valiente, “Application of echolocation signal processing for collision avoidance of a remote controlled reconnaissance system,” in Proc. Int. Conf. Humanoid, Nanotechnol., Inf. Technol., Commun. Control, Environ. Manag., pp. 1-6 (2022). [Online]. Available: https://ieeexplore.ieee.org/document/10109598.
