Desain dan Implementasi Pengolahan Citra Pada Sistem Autonomous Sentry Gun Menggunakan CMUCam5 dan Arduino Mega 2560

  • Eki Ahmad Zaki Hamidi UIN Sunan Gunung Djati Bandung
  • Firman Febrianto Asmoro UIN Sunan Gunung Djati Bandung
  • Mufid Ridlo Effendi UIN Sunan Gunung Djati Bandung
Abstract views: 67 , PDF downloads: 37
Keywords: autonomous sentry gun, cmu cam5, microcontroller, Arduino Mega 2560

Abstract

Security is a top priority in various sectors, including military, industrial, and household security. Conventional security systems often require continuous human surveillance, reducing effectiveness and responsiveness. This research aims to address these issues by designing and implementing an Autonomous Sentry Gun system using the CMUCam5 module and Arduino Mega 2560 microcontroller. The system detects and tracks targets automatically, utilizing CMUCam5's vision tracking capabilities to identify objects based on color and shape. The Arduino Mega 2560 serves as the main processing unit, controlling motor movements and firing mechanisms based on data from the camera module. Test results show that the system can detect and follow targets with high accuracy under various lighting conditions. The color yellow with RGB code 255, 255, 0 has the longest tracking distance of 450 cm, while the color purple with RGB code 128, 0, 128 has the shortest tracking distance of 250 cm. This implementation is expected to be applicable in various fields requiring automated security systems.

References

Z. Yue, S. Xingjian, and T. Yingying, “Design of Intelligent Tracking Car Based on Arduino Mega 2560,” Acad. J. Eng. Technol. Sci., vol. 6, no. 3, pp. 50–56, 2023, doi: 10.25236/ajets.2023.060309.

E. A. Z. Hamidi, M. R. Effendi, and F. Asmoro, “Design and Implementation of Model Autonomous Sentry Gun Using Image Processing and Motion Tracking,” Proceeding 2019 5th Int. Conf. Wirel. Telemat. ICWT 2019, pp. 1–5, 2019, doi: 10.1109/ICWT47785.2019.8978245.

M. Kashif, M. Arslan, R. Chakma, F. Banoori, A. Al Mamun, and G. L. Chakma, “Design and Implementation of Image Capture Sentry Gun Robot,” MATEC Web Conf., vol. 160, pp. 3–7, 2018, doi: 10.1051/matecconf/201816006007.

C. Bermhed, J. Holst, C. Bermhed, and J. Holst, “Design and Construction of an Autonomous Sentry Turret Utilising Computer Vision Design and Construction of an Autonomous Sentry Turret Utilising Computer Vision,” 2023.

T. A. P. Andutan and R. C. Ucat, “Design and Development for a Vehicle Tracking System,” Int. J. Adv. Comput. Sci. Appl., vol. 13, no. 3, pp. 174–182, 2022, doi: 10.14569/IJACSA.2022.0130323.

Y. Naik, H. Kolte, A. Gupta, A. Yashwantrao, and P. M. D. Nikam, “Portable Sentry Gun,” pp. 3130–3132, 2019.

C. N. Jeevan, K. Asha, A. C. Sharan, N. M. Tejas, R. S. Vishwas, and N. K. Suryanarayana, “Object Detection System using Arduino for Military Application,” 2023 2nd Int. Conf. Innov. Technol. INOCON 2023, pp. 1–4, 2023, doi: 10.1109/INOCON57975.2023.10101352.

and M. Z. B. M. H. M. Daud bin Isa, A. Rakimi bin Mohammad, “Vision mobile robot system with color optical sensor,” vol. 12 no 4, 2017.

U. A. Nnolim, “An Adaptive RGB colour enhancement formulation for logarithmic image processing-based algorithms,” Opt., vol. 154, pp. 192–2015, 2018.

S. F. M. Putri, R. Mardiati, and A. E. Setiawan, “The Prototype of Arm Robot for Object Mover Using Arduino Mega 2560,” Proceeding 2022 8th Int. Conf. Wirel. Telemat. ICWT 2022, pp. 1–6, 2022, doi: 10.1109/ICWT55831.2022.9935416.

H. Kato and M. Billinghurst, “Marker Tracking and HMD Calibration for a Video-based Augmented Reality Conferencing System.”

V. B. V. Chernov, J.Alander, “Integer-based accurate conversion between RGB and HSV color spaces,” Comput. Eng., vol. 46, pp. 328–337, 2015.

V. R. Pandit, K. A. Joshi, and N. G. Bawane, “ATM Terminal Security using Fingerprint Recognition,” Int. J. Appl. Inf. Syst., no. Ncipet, pp. 14–18, 2013.

R. Ma, “Line following and beacon tracking robot based on Arduino Mega 2560,” 2021 3rd Int. Symp. Robot. Intell. Manuf. Technol. ISRIMT 2021, pp. 32–36, 2021, doi: 10.1109/ISRIMT53730.2021.9597071.

Z. Adel, A. A. Hamou, and S. Abdellatif, “Design of Real-Time PID tracking controller using Arduino Mega 2560for a permanent magnet DC motor under real disturbances.,” Proc. 2018 3rd Int. Conf. Electr. Sci. Technol. Maghreb, Cist. 2018, pp. 1–5, 2018, doi: 10.1109/CISTEM.2018.8613560.

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Published
2024-07-31