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Technical Trends of Robot Task Intelligence in Intelligent Logistics/Agriculture

지능형 물류/농업분야의 로봇작업지능 기술 동향

  • Published : 2021.04.01

Abstract

This report introduces a definition for robot task intelligence and explains the basis of the challenges associated with implementing robot task intelligence in real-world problems. Two fundamental elements of this intelligence, robot manipulation and navigation, are introduced herein. We describe the existing trends and industrial applications of the robot task intelligence in logistics and agricultural automation. Furthermore, as an underpinning technology for this intelligence, we review the existing three-dimensional position estimation techniques and summarize the difficulties associated with applying pure SLAM technology to real-world applications. Finally, we discuss the prospects of the robot task intelligence research and its potential for solving real-world problems.

Keywords

References

  1. I.-B. Jeong et al., "Task intelligence of robots: Neural model-based mechanism of through and online motion planning," IEEE Trans. Emerg. Topics Comput. Intell. vol. 1, no. 1, 2017.
  2. https://youtu.be/NN2ayvXQ7bI
  3. ACPAQ Fully automated order picking of mixedcase pallets, https://www.swisslog.com/en-us/products-systemssolutions/picking-palletizingorder-fulfillment/robot-basedrobotics-fullyautomated/mixed-case-palletizing-acpaq.
  4. https://www.dorabot.com/solutions/robotics
  5. 유원필 외, "노동환경 개선을 위한 로봇 작업지능 핵심기술 개발," 3연차보고서, 2020.
  6. F. Amigoni et al., "A standard for map data representation: IEEE 1873-2015 facilitates interoperability between robots," IEEE Robot. Autom. Mag. vol. 25, no. 1, 2018.
  7. 윤진일, "농업기상재해 조기경보시스템 설계," 한국농림기상학회 추계학술대회, 2014, pp. 25-48.
  8. R. J. Keller, M. E. Nichols, and A. F. Lange, "Methods and apparatus for precision agriculture operations utilizing real time kinematic global positioning systems," U.S. patent 6,199,000, Trimble Navigation limited, Mar. 6, 2001.
  9. 유원필 외, "노동환경 개선을 위한 로봇 작업지능 핵심기술 개발," 2연차보고서, 2019. 11. 30.
  10. H. Durrant-Whyte et al., "Simultaneous localization and mapping: Part I," IEEE Robot. Autom. Mag. vol. 13, no. 2, 2006, pp. 99-110. https://doi.org/10.1109/MRA.2006.1638022
  11. T. Bailey et al., "Simultaneous localization and mapping (SLAM): Part II," IEEE Robot. Autom. Mag., vol. 13, no. 3, 2006, pp. 108-117. https://doi.org/10.1109/mra.2006.1678144
  12. J. Lambert et al., "Performance analysis of 10 models of 3D LiDARs for automated driving," IEEE Access vol. 8, 2020, pp. 131699-131722. https://doi.org/10.1109/access.2020.3009680