Depending on the amount of data to process, file generation may take longer.

If it takes too long to generate, you can limit the data by, for example, reducing the range of years.

Article

Download file Download BibTeX

Title

Exterior Monitoring of Targeted Objects: UAV Platform for Real-Time Identification and Authentication of Livestock

Authors

Year of publication

2021

Published in

Poznan University of Technology Academic Journals. Electrical Engineering

Journal year: 2021 | Journal number: iss. 106

Article type

scientific article

Publication language

english

Keywords
EN
  • monitoring system
  • UAV
  • identification
  • machine learning
  • IoT
  • beacon
  • authentication
Abstract

EN Digitization and automation are transforming traditional systems for monitoring and managing objects in exteriors. Innovative farms are gradually moving in livestock management systems from paper reporting to integrated, shared and autonomous services throughout the livestock live-cycle. Although autonomous monitoring is a reality today, the benefits of autonomous monitoring by unmanned aerial systems (UAVs) for animal identification and authentication do not lie in the herd itself, but in what aerial systems can offer when operated and managed in an integrated ecosystem. At present, UAVs are little used in the agro sector as a concept “mobility-as-a-service” (MaaS), because farmers themselves in the real environment are not able to respond flexibly to technological innovations and adapt to the demand for monitoring and providing authentic data in realtime to the subsidy payment system. The focus of the paper is the presentation of a procedure targeted on design of an objects monitoring system in exterior according to defined parameters with selected main and specific data; taking in the account predefined parameters at the same time, the requirements for technological means and software with the support of machine learning for livestock identification as well as composition of selected technical equipment using the IoT concept with unique beacons for subsequent data processing in the reliable authentication methodology of every monitored objects are defined.

Pages (from - to)

5 - 16

DOI

10.21008/j.1897-0737.2021.106.0001

Full text of article

Download file

Access level to full text

public

Ministry points / journal

5

Ministry points / journal in years 2017-2021

5

This website uses cookies to remember the authenticated session of the user. For more information, read about Cookies and Privacy Policy.