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Human-Robot Collaboration: A Literature Review and Augmented Reality Approach in Design
Open accessAbstract
NASA's vision for space exploration stresses the cultivation of human-robotic systems. Similar systems are also envisaged for a variety of hazardous earthbound applications such as urban search and rescue. Recent research has pointed out that to reduce human workload, costs, fatigue driven error and risk, intelligent robotic systems will need to be a significant part of mission design. However, little attention has been paid to joint human-robot teams. Making human-robot collaboration natural and efficient is crucial. In particular, grounding, situational awareness, a common frame of reference and spatial referencing are vital in effective communication and collaboration. Augmented Reality (AR), the overlaying of computer graphics onto the real worldview, can provide the necessary means for a human-robotic system to fulfill these requirements for effective collaboration. This article reviews the field of human-robot interaction and augmented reality, investigates the potential avenues for creating natural human-robot collaboration through spatial dialogue utilizing AR and proposes a holistic architectural design for human-robot collaboration.
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Citations
Cites
Hand and mind: what gestures reveal about thought
(1993) · Choice Reviews Online · doi:10.5860/choice.30-2492 · Cited by 5,094
A Taxonomy of Mixed Reality Visual Displays
Milgram, P., & Kishino, F. (1994) · IEICE Transactions on Information and Systems · Cited by 4,905
Clark, H. H., & Brennan, S. E. (1991) · Perspectives on socially shared cognition. · doi:10.1037/10096-006 · Cited by 4,555
Recent advances in augmented reality
Azuma, R., Baillot, Y., Behringer, R., Feiner, S., Julier, S., & MacIntyre, B. (2001) · IEEE Computer Graphics and Applications · doi:10.1109/38.963459 · Cited by 4,148
Perspectives on socially shared cognition.
(1991) · American Psychological Association eBooks · doi:10.1037/10096-000 · Cited by 3,446
Some functions of gaze-direction in social interaction
Kendon, A. (1967) · Acta Psychologica · doi:10.1016/0001-6918(67)90005-4 · Cited by 2,508
Referring as a collaborative process
Clark, H. H., & Wilkes-Gibbs, D. (1986) · Cognition · doi:10.1016/0010-0277(86)90010-7 · Cited by 2,401
Nass, C., Steuer, J., & Tauber, E. R. (1994) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems · doi:10.1145/191666.191703 · Cited by 2,148
Hand and Mind: What Gestures Reveal about Thought
Feyereisen, P., & McNeill, D. (1994) · The American Journal of Psychology · doi:10.2307/1423299 · Cited by 1,688
THE INSTITUTEOF ELECTRICAL AND ELECTRONICS ENGINEERS,INC.
Blackmon, H., Harder, E. L., Saito, S., Sinclair, G. W., Siusskind, C., Pratt, H., Tucker, E., Consultant, S., & Taylor, H. (1966) · Cited by 1,344
IEICE transactions on information and systems
電子情報通信学会 (1992) · Institute of Electronics, Information and Communication Engineers eBooks · Cited by 1,185
Human–Robot Interaction in Rescue Robotics
Murphy, R. R. (2004) · IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews) · doi:10.1109/tsmcc.2004.826267 · Cited by 677
Nass, C., Steuer, J., & Tauber, E. R. (1994) · Conference companion on Human factors in computing systems - CHI '94 · doi:10.1145/259963.260288 · Cited by 579
Embodiment in conversational interfaces: Rea
Cassell, J., Bickmore, T., Billinghurst, M., Campbell, L., Chang, K., Vilhjálmsson, H., & Yan, H. (1999) · Proceedings of the SIGCHI conference on Human factors in computing systems the CHI is the limit - CHI '99 · doi:10.1145/302979.303150 · Cited by 566
Self-citationThe MagicBook: a transitional AR interface
Billinghurst, M., Kato, H., & Poupyrev, I. (2001) · Computers & Graphics · doi:10.1016/s0097-8493(01)00117-0 · Cited by 518
Self-citationSocial Interactions in HRI: The Robot View
Breazeal, C. (2004) · IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews) · doi:10.1109/tsmcc.2004.826268 · Cited by 488
Theory and evaluation of human robot interactions
Scholtz, J. (2003) · 36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the · doi:10.1109/hicss.2003.1174284 · Cited by 433
The Psychology of Interpersonal Behavior.
Priest, R., & Argyle, M. (1968) · American Sociological Review · doi:10.2307/2092289 · Cited by 316
Human-Robot Teaming for Search and Rescue
Nourbakhsh, I., Sycara, K. P., Koes, M., Yong, M., Lewis, M., & Burion, S. (2005) · IEEE Pervasive Computing · doi:10.1109/mprv.2005.13 · Cited by 282
Development and evaluation of an interactive humanoid robot "Robovie"
Kanda, T., Ishiguro, H., Ono, T., Imai, M., & Nakatsu, R. (2003) · Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292) · doi:10.1109/robot.2002.1014810 · Cited by 270
Beyond Usability Evaluation: Analysis of Human-Robot Interaction at a Major Robotics Competition
Yanco, H., Drury, J., & Scholtz, J. (2004) · Human-Computer Interaction · doi:10.1207/s15327051hci1901&2_6 · Cited by 247
An affective mobile robot educator with a full-time job
Nourbakhsh, I. R., Bobenage, J., Grange, S., Lutz, R., Meyer, R., & Soto, A. (1999) · Artificial Intelligence · doi:10.1016/s0004-3702(99)00027-2 · Cited by 225
Effects of head-mounted and scene-oriented video systems on remote collaboration on physical tasks
Fussell, S. R., Setlock, L. D., & Kraut, R. E. (2003) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems · doi:10.1145/642611.642701 · Cited by 218
Spatial Language for Human–Robot Dialogs
Skubic, M., Perzanowski, D., Blisard, S., Schultz, A., Adams, W., Bugajska, M., & Brock, D. (2004) · IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews) · doi:10.1109/tsmcc.2004.826273 · Cited by 216
Multi-robot remote driving with collaborative control
Fong, T., Thorpe, C., & Baur, C. (2003) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2003.814768 · Cited by 204
Non-verbal cues for discourse structure
Cassell, J., Nakano, Y. I., Bickmore, T. W., Sidner, C. L., & Rich, C. (2001) · Proceedings of the 39th Annual Meeting on Association for Computational Linguistics - ACL '01 · doi:10.3115/1073012.1073028 · Cited by 181
Active vision for sociable robots
Breazeal, C., Edsinger, A., Fitzpatrick, P., & Scassellati, B. (2001) · IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans · doi:10.1109/3468.952718 · Cited by 178
Anxiety detecting robotic system – towards implicit human-robot collaboration
Rani, P., Sarkar, N., Smith, C. A., & Kirby, L. D. (2004) · Robotica · doi:10.1017/s0263574703005319 · Cited by 174
Applications of augmented reality for human-robot communication
Milgram, P., Zhai, S., Drascic, D., & Grodski, J. (2002) · Proceedings of 1993 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS '93) · doi:10.1109/iros.1993.583833 · Cited by 174
Fong, T., Thorpe, C., & Baur, C. (2003) · Robotics and Autonomous Systems · doi:10.1016/s0921-8890(02)00378-0 · Cited by 150
Luft, J. (1966) · The Journal of Psychology · doi:10.1080/00223980.1966.10543039 · Cited by 144
Designing augmented reality interfaces
Billinghurst, M., Grasset, R., & Looser, J. (2005) · ACM SIGGRAPH Computer Graphics · doi:10.1145/1057792.1057803 · Cited by 133
Self-citationMixing realities in Shared Space: an augmented reality interface for collaborative computing
Billinghurst, M., Poupyrev, I., Kato, H., et al. (2002) · IEEE International Conference on Multimedia and Expo (ICME) · doi:10.1109/icme.2000.871085 · Cited by 122
Self-citationCollaborative Augmented Reality for Outdoor Navigation and Information Browsing
Reitmayr, G., & Schmalstieg, D. (2003) · Cited by 118
Mental Imagery for a Conversational Robot
Roy, D., Hsiao, K.-Y., & Mavridis, N. (2004) · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · doi:10.1109/tsmcb.2004.823327 · Cited by 116
HUMANOID ROBOTS AS COOPERATIVE PARTNERS FOR PEOPLE
Breazeal, C., Brööks, A. G., Gray, J., Hoffman, G., Kidd, C. D., Lee, H. C., Lieberman, J., Thomaz, A. L., & Mulanda, D. (2004) · Cited by 102
Human-Robot Interactions: Creating Synergistic Cyber Forces
Scholtz, J. C. (2002) · Springer eBooks · doi:10.1007/978-94-017-2376-3_19 · Cited by 87
Involving Users in the Design of a Mobile Office Robot
Hüttenrauch, H., Green, A., Norman, M., Oestreicher, L., & Severinson-Eklundh, K. (2004) · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · doi:10.1109/tsmcc.2004.826281 · Cited by 76
Information filtering for mobile augmented reality
Julier, S., Baillot, Y., Brown, D., & Lanzagorta, M. O. (2002) · IEEE Computer Graphics and Applications · doi:10.1109/mcg.2002.1028721 · Cited by 76
The conservation of number, mother, water and a fried egg chez l'enfant
GREEN, R. T., & LAXON, V. J. (1970) · Acta Psychologica · doi:10.1016/0001-6918(70)90088-0 · Cited by 72
Communication behaviors of co-located users in collaborative AR interfaces
Kiyokawa, K., Billinghurst, M., Hayes, S. E., et al. (2003) · doi:10.1109/ismar.2002.1115083 · Cited by 69
Self-citationCheok, A. D., Fong, S. W., Goh, K. H., Yang, X., Liu, W., Farzbiz, F., & Li, Y. (2003) · Lecture notes in computer science · doi:10.1007/978-3-540-45233-1_16 · Cited by 66
Clarification dialogues in human-augmented mapping
Kruijff, G.-J. M., Zender, H., Jensfelt, P., & Christensen, H. I. (2006) · ACM/IEEE International Conference on Human-Robot Interaction (HRI) · doi:10.1145/1121241.1121290 · Cited by 63
Kuzuoka, H., Yamazaki, K., Yamazaki, A., Kosaka, J., Suga, Y., & Heath, C. (2004) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/985692.985716 · Cited by 62
Wearable computers for three dimensional CSCW
Billinghurst, M., Weghorst, S. J., & Furness, T. A. (2002) · International Symposium on Wearable Computers · doi:10.1109/iswc.1997.629917 · Cited by 52
Self-citationEngagement rules for human-robot collaborative interactions
Sidner, C. L., & Lee, C. (2004) · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · doi:10.1109/icsmc.2003.1244506 · Cited by 50
Rapid prototyping for spoken dialogue systems
Denecke, M. (2002) · International Conference on Computational Linguistics · doi:10.3115/1072228.1072375 · Cited by 47
Design and control of mobile manipulation system for human symbiotic humanoid: Hadaly-2
Morita, T., SHIBUYA, K., & Sugano, S. (2002) · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · doi:10.1109/robot.1998.677287 · Cited by 46
Active human-mobile manipulator cooperation through intention recognition
Fernandez, V., Balaguer, C., Blanco, D., & Salichs, M. A. (2002) · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · doi:10.1109/robot.2001.933025 · Cited by 44
3-D live: real time interaction for mixed reality
Prince, S. J. D., Cheok, A. D., Farbiz, F., Williamson, T., Johnson, N., Billinghurst, M., & Kato, H. (2002) · ACM Conference on Computer Supported Cooperative Work (CSCW) · doi:10.1145/587078.587129 · Cited by 42
Self-citationGrounding in Communication', 127-149 in Resnick LB, Levine JM and Teasley SD
Clark, H. H., & Brennan, S. A. (1991) · Cited by 36
Interactive Theatre Experience in Embodied + Wearable Mixed Reality Space
Cheok, A. D., Weihua, W., Yang, X., et al. (2002) · Cited by 35
Horiguchi, Y., Sawaragi, T., & Akashi, G. (2002) · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · doi:10.1109/icsmc.2000.885960 · Cited by 21
Interactive theatre experience in embodied + wearable mixed reality space
Cheok, A. D., Weihua, W., Yang, X., et al. (2003) · doi:10.1109/ismar.2002.1115073 · Cited by 20
Spatial Strategies in Human-Robot Communication.
Tenbrink, T., Fischer, K., & Moratz, R. (2002) · Cited by 18
Sidner, C. L., & Lee, C. H. T. (2005) · interactions · doi:10.1145/1052438.1052457 · Cited by 17
Cooperative manipulation between humans and teleoperated agents
Glassmire, J., O’Malley, M. K., Bluethmann, W. J., & Ambrose, R. O. (2004) · Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems · doi:10.1109/haptic.2004.1287185 · Cited by 16
Sharing skills: using augmented reality for human-robot collaboration
Giesler, B., Steinhaus, P., Walther, M., & Dillmann, R. (2004) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.526689 · Cited by 7
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Digital twin: values, challenges and enablers from a modeling perspective
Rasheed, A., San, O., & Kvamsdal, T. (2020) · IEEE Access · doi:10.1109/access.2020.2970143 · Cited by 1,952
Progress and prospects of the human–robot collaboration
Ajoudani, A., Zanchettin, A. M., Ivaldi, S., Albu-Schäffer, A., Kosuge, K., & Khatib, O. (2018) · Autonomous Robots · doi:10.1007/s10514-017-9677-2 · Cited by 832
Artificial Intelligence in Advanced Manufacturing: Current Status and Future Outlook
Arinez, J. F., Chang, Q., Gao, R. X., Xu, C., & Zhang, J. (2020) · Journal of Manufacturing Science and Engineering · doi:10.1115/1.4047855 · Cited by 584
Human–Agent Teaming for Multirobot Control: A Review of Human Factors Issues
Chen, J. Y. C., & Barnes, M. J. (2014) · IEEE Transactions on Human-Machine Systems · doi:10.1109/thms.2013.2293535 · Cited by 522
Cobot programming for collaborative industrial tasks: An overview
El Zaatari, S., Marei, M., Li, W., & Usman, Z. (2019) · Robotics and Autonomous Systems · doi:10.1016/j.robot.2019.03.003 · Cited by 470
Metadata
- Authors
- Green, S. A., Billinghurst, M., Chen, X., & Chase, J. G.
- Venue
- International Journal of Advanced Robotic Systems
- Publisher
- SAGE Publications
- Published
- 2008-01-01
- Volume
- 5
- Issue
- 1
- ISSN
- 1729-8806 (ISSN-L)
- 1729-8814
- DOI
- 10.5772/5664
- OpenAlex
- W2097234820
- Cited by
- 306
- References
- 58
- FWCI
- 15.20
- Type
- journal article
- Language
- en
- Open access
- gold
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