Nothing Special   »   [go: up one dir, main page]

skip to main content
10.1145/2750858.2804268acmconferencesArticle/Chapter ViewAbstractPublication PagesubicompConference Proceedingsconference-collections
research-article

Pick from here!: an interactive mobile cart using in-situ projection for order picking

Published: 07 September 2015 Publication History

Abstract

Order Picking is not only one of the most important but also most mentally demanding and error-prone tasks in the industry. Both stationary and wearable systems have been introduced to facilitate this task. Existing stationary systems are not scalable because of the high cost and wearable systems have issues being accepted by the workers. In this paper, we introduce a mobile camera-projector cart called OrderPickAR, which combines the benefits of both stationary and mobile systems to support order picking through Augmented Reality. Our system dynamically projects in-situ picking information into the storage system and automatically detects when a picking task is done. In a lab study, we compare our system to existing approaches, i.e, Pick-by-Paper, Pick-by-Voice, and Pick-by-Vision. The results show that using the proposed system, order picking is almost twice as fast as other approaches, the error rate is decreased up to 9 times, and mental demands are reduced up to 50%.

Supplementary Material

MP4 File (p601-funk.mp4)

References

[1]
Bannat, A., Gast, J., Rigoll, G., and Wallhoff, F. Event analysis and interpretation of human activity for augmented reality-based assistant systems. In Intelligent Computer Communication and Processing, 2008. ICCP 2008. 4th International Conference on, IEEE (2008), 1--8.
[2]
Baudisch, P., and Rosenholtz, R. Halo: a technique for visualizing off-screen objects. In Proceedings of the SIGCHI conference on Human factors in computing systems, ACM (2003), 481--488.
[3]
Beardsley, P., Van Baar, J., Raskar, R., and Forlines, C. Interaction using a handheld projector. Computer Graphics and Applications 25, 1 (2005), 39--43.
[4]
Biocca, F., Tang, A., Owen, C., and Xiao, F. Attention funnel: omnidirectional 3d cursor for mobile augmented reality platforms. In Proceedings of the SIGCHI conference on Human Factors in computing systems, ACM (2006), 1115--1122.
[5]
Butz, A., Schneider, M., and Spassova, M. Searchlight--a lightweight search function for pervasive environments. In Pervasive Computing. Springer, 2004, 351--356.
[6]
Crasto, D., Kale, A., and Jaynes, C. The smart bookshelf: A study of camera projector scene augmentation of an everyday environment. In Application of Computer Vision, 2005. WACV/MOTIONS'05 Volume 1. Seventh IEEE Workshops on, vol. 1, IEEE (2005), 218--225.
[7]
De Koster, R., Le-Duc, T., and Roodbergen, K. J. Design and control of warehouse order picking: A literature review. European Journal of Operational Research 182, 2 (2007), 481--501.
[8]
Eisenstein, D. D. Analysis and optimal design of discrete order picking technologies along a line. Naval Research Logistics (NRL) 55, 4 (2008), 350--362.
[9]
Funk, M., Baechler, A., Baechler, L., Korn, O., Krieger, C., Heidenreich, T., and Schmidt, A. Comparing projected in-situ feedback at the manual assembly workplace with impaired workers. In Proceedings of the 8th International Conference on PErvasive Technologies Related to Assistive Environments, ACM (2015).
[10]
Guo, A., Raghu, S., Xie, X., Ismail, S., Luo, X., Simoneau, J., Gilliland, S., Baumann, H., Southern, C., and Starner, T. A comparison of order picking assisted by head-up display (hud), cart-mounted display (cmd), light, and paper pick list. In Proceedings of the 2014 ACM International Symposium on Wearable Computers, ACM (2014), 71--78.
[11]
Hardy, J., and Alexander, J. Toolkit support for interactive projected displays. In Proceedings of the 11th International Conference on Mobile and Ubiquitous Multimedia, ACM (2012), 42.
[12]
Harrison, C., Benko, H., and Wilson, A. D. Omnitouch: wearable multitouch interaction everywhere. In Proceedings of the 24th annual ACM symposium on User interface software and technology, ACM (2011), 441--450.
[13]
Hart, S. G., and Staveland, L. E. Development of nasa-tlx (task load index): Results of empirical and theoretical research. Advances in psychology 52 (1988), 139--183.
[14]
Hua, H., and Gao, C. Design of a bright polarized head-mounted projection display. Applied optics 46, 14 (2007), 2600--2610.
[15]
Kim, J., and Jun, H. Vision-based location positioning using augmented reality for indoor navigation. Consumer Electronics, IEEE Transactions on 54, 3 (2008), 954--962.
[16]
Kirsh, D. The intelligent use of space. Artificial intelligence 73, 1 (1995), 31--68.
[17]
Li, X., Chen, I. Y.-H., Thomas, S., and MacDonald, B. A. Using kinect for monitoring warehouse order picking operations. In Proceedings of Australasian Conference on Robotics and Automation (2012), 15.
[18]
Linder, N., and Maes, P. Luminar: portable robotic augmented reality interface design and prototype. In Adjunct proceedings of the 23nd annual ACM symposium on User interface software and technology, ACM (2010), 395--396.
[19]
Löchtefeld, M., Gehring, S., Schöning, J., and Krüger, A. Shelftorchlight: Augmenting a shelf using a camera projector unit. In Adjunct Proceedings of the Eighth International Conference on Pervasive Computing, Citeseer (2010), 1--4.
[20]
Pinhanez, C. The everywhere displays projector: A device to create ubiquitous graphical interfaces. In Ubicomp 2001: Ubiquitous Computing, Springer (2001), 315--331.
[21]
Raskar, R., Van Baar, J., Beardsley, P., Willwacher, T., Rao, S., and Forlines, C. ilamps: geometrically aware and self-configuring projectors. In ACM SIGGRAPH 2006 Courses, ACM (2006), 7.
[22]
Reif, R., Günthner, W. A., Schwerdtfeger, B., and Klinker, G. Pick-by-vision comes on age: evaluation of an augmented reality supported picking system in a real storage environment. In Proceedings of the 6th International Conference on Computer Graphics, Virtual Reality, Visualisation and Interaction in Africa, ACM (2009), 23--31.
[23]
Rukzio, E., Holleis, P., and Gellersen, H. Personal projectors for pervasive computing. IEEE Pervasive Computing 11, 2 (2012), 30--37.
[24]
Schwerdtfeger, B., Pustka, D., Hofhauser, A., and Klinker, G. Using laser projectors for augmented reality. In Proceedings of the 2008 ACM symposium on Virtual reality software and technology, ACM (2008), 134--137.
[25]
Schwerdtfeger, B., Reif, R., Gunthner, W. A., Klinker, G., Hamacher, D., Schega, L., Bockelmann, I., Doil, F., and Tumler, J. Pick-by-vision: A first stress test. In Mixed and Augmented Reality, 2009. ISMAR 2009. 8th IEEE International Symposium on, IEEE (2009), 115--124.
[26]
Weaver, K. A., Baumann, H., Starner, T., Iben, H., and Lawo, M. An empirical task analysis of warehouse order picking using head-mounted displays. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, ACM (2010), 1695--1704.
[27]
Willis, K. D., Poupyrev, I., Hudson, S. E., and Mahler, M. Sidebyside: ad-hoc multi-user interaction with handheld projectors. In Proceedings of the 24th annual ACM symposium on User interface software and technology, ACM (2011), 431--440.
[28]
Wilson, A. D. Using a depth camera as a touch sensor. In ACM international conference on interactive tabletops and surfaces, ACM (2010), 69--72.
[29]
Winkler, C., Seifert, J., Dobbelstein, D., and Rukzio, E. Pervasive information through constant personal projection: the ambient mobile pervasive display (amp-d). In Proceedings of the 32nd annual ACM conference on Human factors in computing systems, ACM (2014), 4117--4126.

Cited By

View all
  • (2024)Spatial Gaze Markers: Supporting Effective Task Switching in Augmented RealityProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642811(1-11)Online publication date: 11-May-2024
  • (2024)Intelligent Pointer Unit to Speed Up the Shelf Replenishment Process in Retail StoresDynamics in Logistics10.1007/978-3-031-56826-8_35(452-463)Online publication date: 3-Apr-2024
  • (2022)Investigating the Performance of the Order-Picking Process by Using Smart Glasses: A Laboratory Experimental ApproachLogistics10.3390/logistics60400846:4(84)Online publication date: 8-Dec-2022
  • Show More Cited By

Index Terms

  1. Pick from here!: an interactive mobile cart using in-situ projection for order picking

    Recommendations

    Comments

    Please enable JavaScript to view thecomments powered by Disqus.

    Information & Contributors

    Information

    Published In

    cover image ACM Conferences
    UbiComp '15: Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing
    September 2015
    1302 pages
    ISBN:9781450335744
    DOI:10.1145/2750858
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

    Sponsors

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 07 September 2015

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. industrial augmented reality
    2. order picking
    3. projected displays

    Qualifiers

    • Research-article

    Funding Sources

    • Bundesministerium fur Wirtschaft und Energie

    Conference

    UbiComp '15
    Sponsor:
    • Yahoo! Japan
    • SIGMOBILE
    • FX Palo Alto Laboratory, Inc.
    • ACM
    • Rakuten Institute of Technology
    • Microsoft
    • Bell Labs
    • SIGCHI
    • Panasonic
    • Telefónica
    • ISTC-PC

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)46
    • Downloads (Last 6 weeks)7
    Reflects downloads up to 16 Nov 2024

    Other Metrics

    Citations

    Cited By

    View all
    • (2024)Spatial Gaze Markers: Supporting Effective Task Switching in Augmented RealityProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642811(1-11)Online publication date: 11-May-2024
    • (2024)Intelligent Pointer Unit to Speed Up the Shelf Replenishment Process in Retail StoresDynamics in Logistics10.1007/978-3-031-56826-8_35(452-463)Online publication date: 3-Apr-2024
    • (2022)Investigating the Performance of the Order-Picking Process by Using Smart Glasses: A Laboratory Experimental ApproachLogistics10.3390/logistics60400846:4(84)Online publication date: 8-Dec-2022
    • (2022)MANUEL SİPARİŞ TOPLAMA OPERASYONLARINDA HATA TESPİT UYGULAMASI: AĞIRLIK KONTROL NOKTASIGaziantep University Journal of Social Sciences10.21547/jss.93460621:2(751-767)Online publication date: 30-Apr-2022
    • (2022)authAR - Automatic Authoring of Picking and Layout Optimization InstructionsProceedings of the 34th Australian Conference on Human-Computer Interaction10.1145/3572921.3572949(199-205)Online publication date: 29-Nov-2022
    • (2022)Pick-by-vision of Augmented Reality in Warehouse Picking Process Optimization – A Review2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)10.1109/IICAIET55139.2022.9936785(1-6)Online publication date: 13-Sep-2022
    • (2022)In pursuit of humanised order picking planning: methodological review, literature classification and input from practiceInternational Journal of Production Research10.1080/00207543.2022.207943761:10(3300-3330)Online publication date: 1-Jun-2022
    • (2022)Projected augmented reality assembly assistance system supporting multi-modal interactionThe International Journal of Advanced Manufacturing Technology10.1007/s00170-022-10113-6123:3-4(1353-1367)Online publication date: 3-Oct-2022
    • (2022)NLP-Oriented Voice-Based Order Picking System in a Warehouse Management: A Systematic ReviewSmart Data Intelligence10.1007/978-981-19-3311-0_16(185-198)Online publication date: 18-Aug-2022
    • (2022)Lenssembly: Authoring Assembly Instructions in Augmented Reality Using Programming-by-DemonstrationHuman-Technology Interaction10.1007/978-3-030-99235-4_8(199-222)Online publication date: 14-Dec-2022
    • Show More Cited By

    View Options

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media