Electronics and Telecommunications Trends (전자통신동향분석)

Electronics and Telecommunications Research Institute (한국전자통신연구원)
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Logistics and Delivery Robots in the 4th Industrial Revolution

제4차 산업혁명 시대의 물류/배송로봇의 동향 및 시사점

  • Published : 2019.08.01
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Abstract

This article examines the technical trends of recent logistics and delivery robots. Since the commencement of the $4^{th}$ industrial revolution, logistics robots and delivery robots have gained considerable attention from the public and the market owing to advances in artificial intelligence and information and communication technology. This article reviews logistics and delivery robots from the perspectives of the market and academia. In addition, we summarize difficulties that they currently face and enumerate further work for their success in the market.

Keywords

Acknowledgement

Grant : 불확실한 지도기반 실내.외 환경에서 최종 목적지까지 이동로봇을 가이드 할 수 있는 AI 기술 개발, 노동환경 개선을 위한 로봇 작업지능 핵심기술 개발

Supported by : 정보통신기획평가원(IITP)

References

  1. 김용균, "The Next Big Thing, 서비스 로봇 동향과 시사점," ICT SPOT ISSUE, IITP, 2017.
  2. Macquarie, "Service Robots/AI: The Force is Awakening," 2017.
  3. 김경훈, 김재홍, 최영호, "물류로봇 기술동향 및 향후전망," KEIT PD Issue Report, KEIT, 2017.
  4. Amazon Prime Air, https://en.wikipedia.org/wiki/Amazon_Prime_Air
  5. CIMCORP, https://www.cimcorp.com/
  6. Aethon, http://www.aethon.com/
  7. 유진로봇 GoCart, https://gocart.yujinrobot.com/
  8. Bear Robotics, https://www.bearrobotics.ai/
  9. 이마트 일라이 자율주행카트(YouTube), https://www.youtube.com/watch?v=7kBWallP07g
  10. Ioan A. Sucan and Sachin Chitta, "MoveIt," http://moveit.ros.org/
  11. KUKA iiwa, https://www.kuka.com/en-cn/products/mobility/mobile-robot-systems/kmr-iiwa
  12. Pick-itN.V., https://www.pickit3d.com/
  13. XYZ Robotics, https://www.xyzrobotics.ai/
  14. DHL Trend Research, "Robotics in Logistics: A DPDHL Perspective on Implications and Use Cases for the Logistics Industry," 2016.
  15. Wrnright Robotic Truck Unloader, https://www.wynright.com/products/by-system/receiving-systems/robotic-truck-unloading/
  16. ALFI Technologies PACKTRIS, https://www.alfi-technologies.com/en/intralogistique/logistique-et-messagerie/robot-palettiseur-packtris/
  17. DHL Netherlands, "Robot Picking Cell with Vision Technology at DHL Warehouse in Beringe," September, 2018. https://www.logistics.dhl/nl-en/home/press/press-archive/2018/robot-picking-cell-with-vision-technology-at-dhl-warehouse-in-beringe.html
  18. Dorabot Pick&Place Systems, https://dorabot.com/solutions/robotics
  19. Starship Technologies, https://www.starship.xyz/
  20. James Vincent, "Amazon has made its own autonomous six-wheeled delivery robot," The Verge, January, 2019. https://www.theverge.com/2019/1/23/18194566/amazon-scout-autonomous-six-wheeled-delivery-robot
  21. Starship Technologies (YouTube), https://www.youtube.com/channel/UC-XAfJfuf73xLjheIMELkZg
  22. Marble, https://www.marble.io/
  23. 배달의민족이 꿈꾸는 가까운 미래 배달로봇 라이프, https://vimeo.com/277616936
  24. W. Hess, D. Kohler, H. Rapp, and D. Andor, "Real-Time Loop Closure in 2D LIDAR SLAM," in Proc. ICRA, 2016. https://github.com/googlecartographer
  25. 최성록, "단안 카메라를 이용한 3차원 인지 기술 소개," 기계저널, 59권 5호, 2019.
  26. D. Galvez-Lopez and J. D. Tardos, "Bags of Binary Words for Fast Place Recognition in Image Sequences," IEEE Trans. Robot., vol. 28, no. 5, 2012. https://github.com/dorian3d/DBoW2
  27. R. Mur-Artal and J. D. Tardos, "ORB-SLAM2: an Open-Source SLAM System for Monocular, Stereo and RGB-D Cameras," IEEE Trans. Robot., vol. 33, no. 5, 2017. https://github.com/raulmur/ORB_SLAM2
  28. J. Engel, V. Koltun and D. Cremers, "Direct Sparse Odometry," IEEE Trans. Pattern Anal. Mach. Intell., 2018. https://github.com/JakobEngel/dso
  29. T. Reinhardt, "Using Global Localization to Improve Navigation," Google AI Blog, 2019. https://ai.googleblog.com/2019/02/using-global-localization-to-improve.html
  30. A. Kendall, M. Grimes, and R. Cipolla, "PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization," in Proc. ICCV, 2015. http://mi.eng.cam.ac.uk/projects/relocalisation/
  31. Arandjelovic et al., "NetVLAD: CNN Architecture for Weakly Supervised Place Recognition," in Proc. CVPR, 2016. https://www.di.ens.fr/willow/research/netvlad/
  32. G. Kim, B. Park, and A. Kim, "1 Day Learning, 1 Year Localization: Long-term LiDAR Localization using Scan Context Image," IEEE Robot. Autom. Lett., 2019. https://github.com/irapkaist/scancontext
  33. R Li et al., "UnDeepVO: Monocular Visual Odometry through Unsupervised Deep Learning," in Proc. ICRA, 2018. http://senwang.gitlab.io/UnDeepVO/
  34. J. Redmon and A. Farhadi, "YOLOv3: An Incremental Improvement," arXiv, 2018. https://pjreddie.com/darknet/yolo/
  35. W. Liu et al., "SSD: Single Shot MultiBox Detector," in Proc. ECCV, 2016. https://github.com/weiliu89/caffe/tree/ssd
  36. R. B. Rusu and S. Cousins, "3D is here: Point Cloud Library (PCL)," in Proc. ICRA, 2011. http://pointclouds.org/
  37. Badrinarayanan et al., "SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 39. no. 12, 2018. http://mi.eng.cam.ac.uk/projects/segnet/
  38. Kaiming He et al., "Mask R-CNN," in Proc. ICCV, 2017. https://github.com/facebookresearch/Detectron
  39. A. Griswold, "Amazon is hiring fewer workers this holiday season, a sign that robots are replacing them," QUARTZ, 2018. https://qz.com/1449634/amazons-reduced-holiday-hiring-is-a-bad-sign-for-human-workers/