Identification of soldiers and weapons in military armory based on comparison image processing and RFID tag
Introduction/purpose: The process of issuing and retrieving weapons in the military should be fast enough and should provide immediate availability of accurate information on the status of weapons. Methods: This paper deals with the problem of digitizing the recording of issuing and returning we...
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| Autores principales: | , , , |
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| Formato: | article |
| Lenguaje: | EN |
| Publicado: |
University of Defence in Belgrade
2021
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| Materias: | |
| Acceso en línea: | https://doaj.org/article/33e03278527c4acc894abbd6ddb0f42a |
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| Sumario: | Introduction/purpose: The process of issuing and retrieving weapons in
the military should be fast enough and should provide immediate
availability of accurate information on the status of weapons.
Methods: This paper deals with the problem of digitizing the recording of
issuing and returning weapons through the use of modern Edge
computing technology. The problem is presented through two
approaches. The first approach is based on the application of machine
learning algorithms for recognizing the serial number of a weapon based
on the camera image, while the second approach concerns the
application of RFID technology. User authentication is based on the
application of biometrics.
Results: The results obtained from testing the architecture for identifying
weapons using a camera indicate that such an architecture is not suitable
for identifying weapons. A weapon identification solution using RFID
technology overcomes the problems of the previously mentioned solution.
However, RFID technology requires additional modifications regarding the
implementation of tags on or into weapons so that readings can be made.
Conclusion: The implemented weapon identification solution based on
RFID technology and a user identification solution with biometric
authentication enables easy and reliable identification, speed of issuing
and retrieval of weapons, network relieving, and real-time monitoring of
the weapon status. |
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