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Original Articles

Humanrobot interaction review and challenges on task planning and programming

, &
Pages 916-931 | Received 21 Oct 2014, Accepted 14 Aug 2015, Published online: 29 Feb 2016

References

  • Agostini, A., C. Torras, and F. Wörgötter. 2011. “Integrating Task Planning and Interactive Learning for Robots to Work in Human Environments.” In Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, 2386–2391. Vol. 3. http://www.iri.upc.edu/publications/show/1247
  • Akella, P., M. Peshkin, E. Colgate, W. Wannasuphoprasit, N. Nagesh, J. Wells, S. Holland, T. Pearson, and B. Peacock. 1999. “Cobots for the Automobile Assembly Line.” Proceedings 1999 IEEE International Conference on Robotics and Automation (Cat. No.99CH36288C) 1: 728–33. doi:10.1109/ROBOT.1999.770061.
  • Alami, R., A. Clodic, V. Montreuil, E. Sisbot, and R. Chatila. 2005. “Task Planning for Human-Robot Interaction.” In Proceedings of the 2005 Joint Conference on Smart Objects and Ambient Intelligence Innovative Context-Aware Services: Usages and Technologies - sOc-EUSAI ′05, 81. New York: ACM Press. doi:10.1145/1107548.1107574.
  • Alami, R., A. Clodic, and V. Montreuil. 2006. “Toward Human-Aware Robot Task Planning.” AAAI Spring Symposium ‘To Boldly Go Where No Human-Robot Team Has Gone Before’ 39–46. http://www.aaai.org/Papers/Symposia/Spring/2006/SS-06-07/SS06-07-006.pdf.
  • Aleotti, J., A. Skoglund, and T. Duckett. 2004. “Position Teaching of a Robot Arm by Demonstration with a Wearable Input Device.” International Conference on Intelligent Manipulation and Grasping, Genoa, July 1–2.
  • Alexopoulos, K., D. Mavrikios, and G. Chryssolouris. 2013. “ErgoToolkit: An Ergonomic Analysis Tool in a Virtual Manufacturing Environment.” International Journal of Computer Integrated Manufacturing 26 (5): 440–452. doi:10.1080/0951192X.2012.731610.
  • Alili, S., M. Warnier, M. Ali, and R. Alami. 2009. “Planning and Plan-Execution for Human-Robot Cooperative Task achievement.” 19th International Conference on Automated Planning and Scheduling, Thessaloniki, September 19–23.
  • Ameri, E., A. Batu, B. Çürüklu, and L. Asplund. 2011. “A General Framework for Incremental Processing of Multimodal Inputs.” In Proceedings of the 13th International Conference on Multimodal Interfaces - ICMI '11, 225. New York: ACM Press. doi:10.1145/2070481.2070521.
  • Arai, T., R. Kato, and M. Fujita. 2010. “Assessment of Operator Stress Induced by Robot Collaboration in Assembly.” CIRP Annals – Manufacturing Technology 59 (1): 5–8. doi:10.1016/j.cirp.2010.03.043.
  • Asfour, T., F. Gyarfas, P. Azad, and R. Dillmann. 2006. “Imitation Learning of Dual-Arm Manipulation Tasks in Humanoid Robots.” In 2006 6th IEEE-RAS International Conference on Humanoid Robots, 40–47. IEEE. doi:10.1109/ICHR.2006.321361.
  • Bannat, A., J. Gast, T. Rehrl, W. Roesel, G. Rigoll, and F. Wallhoff. 2009. “Multimodal Human-Robot-Interaction Scenario: Working Together with an Industrial Robot.” In Proceedings of the International Conference on Human-Computer Interaction, edited by J.A. Jacko. San Diego, CA: Springer.
  • Bartholomew, J. C., and G. E. Miller. 1988. “Voice Control for Noisy Industrial Environments.” In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 1509–1510. Vol. 3. IEEE. doi:10.1109/IEMBS.1988.95354.
  • Batu, A., 2012. “Human Robot Interaction Solutions for Intuitive Industrial Robot Programming.” Press Licentiate Theses, Mälardalen University.
  • Batu, A., C. Baran, and A. Lars. 2008. “Interacting With Industrial Robots Through A Multi-Modal Language And Sensor Systems.” 39th International Symposium on Robotics, 66–69, Seoul, October 15.
  • Biggs, G., and B. Macdonald. 2003. “A Survey of Robot Programming Systems.” In Proceedings of the Australasian Conference on Robotics and Automation, 1–3. doi:10.1109/ROBOT.2001.932554.
  • Bischoff, R., J. Kurth, G. Schreiber, R. Koeppe, A. Albu-Schaeffer, A. Beyer, O. Eiberger, S. Haddadin, A. Stemmer, G. Grunwald, and G. Hirzinger. 2010. “The KUKA-DLR Lightweight Robot Arm – a New Reference Platform for Robotics Research and Manufacturing.” In The Robotics (ISR), 41st International Symposium on and 2010 6th German Conference on Robotics (ROBOTIK), June 7–9. Munich: VDE.
  • Bodiroža, S., H. I. Stern, and Y. Edan. 2012. “Dynamic Gesture Vocabulary Design for Intuitive Human-Robot Dialog.” In Proceedings of the Seventh Annual ACM/IEEE International Conference on Human-Robot Interaction - HRI '12, 111. New York: ACM Press. doi:10.1145/2157689.2157710.
  • Boenzi, F., G. Mossa, G. Mummolo, and V. A. Romano. 2015. Workforce Aging in Production Systems: Modeling and Performance Evaluation. Procedia Engineering 100: 1108–1115. Elsevier B.V. doi:10.1016/j.proeng.2015.01.473.
  • Börsch-Supan, A., and W. Matthias. 2013. Productivity and Age: Evidence from Work Teams at the Assembly Line. Maastricht. http://www.mea.mpisoc.mpg.de/uploads/user_mea_discussionpapers/1057_148-07.pdf.
  • Bortot, D., M. Born, and K. Bengler. 2013. “Directly or on Detours? How Should Industrial Robots Approximate Humans?” In 2013 8th ACM/IEEE International Conference on Human-Robot Interaction (HRI), 89–90. IEEE. doi:10.1109/HRI.2013.6483515.
  • Bredenfeld, A., and G. Indiveri. 2001. “Robot Behavior Engineering Using DD-Designer.” Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164) 1: 205–210. doi:10.1109/ROBOT.2001.932554.
  • Bugmann, G., and N. J. Pires. 2005. “Robot‐by‐Voice: Experiments on Commanding an Industrial Robot Using the Human Voice. Edited by Guido Bugmann.” Industrial Robot: An International Journal 32 (6): 505–511. doi:10.1108/01439910510629244.
  • Calinon, S., and A. Billard. 2004. “Stochastic Gesture Production and Recognition Model for a Humanoid Robot.” IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566) 3: 2769–2774. IEEE. Accessed 26 March. doi:10.1109/IROS.2004.1389828.
  • Chaffin, D. B. 2005. “Improving Digital Human Modelling for Proactive Ergonomics in Design.” Ergonomics 48 (5): 478–491. doi:10.1080/00140130400029191.
  • Chang, C., J. Chen, W. Tai, and C. Han. 2006. “New Approach for Static Gesture Recognition.” Journal of Information Science and Engineering 22:1047–1057.
  • Charoenseang, S., and S. Chaisongkhram. 2012. “Cooperative Dual Arm with Vision Guidance.” International Journal of Engineering and Technology 5: 170–172. doi:10.7763/IJET.2013.V5.534.
  • Chen, X., X. Zhang, Z. Y. Zhao, J. H. Yang, V. Lantz, and K. Q. Wang. 2007. “ Hand Gesture Recognition Research Based on Surface EMG Sensors and 2D-Accelerometers.” In 2007 11th IEEE International Symposium on Wearable Computers, 1–4. IEEE. doi:10.1109/ISWC.2007.4373769.
  • Chryssolouris, G., D. Mavrikios, N. Papakostas, D. Mourtzis, G. Michalos, and K. Georgoulias. 2009. “Digital Manufacturing: History, Perspectives, and Outlook.” Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 223 (5): 451–462. doi:10.1243/09544054JEM1241.
  • Chryssolouris, G., D. Mavrikios, and M. Pappas. 2008. “A Web and Virtual Reality Based Paradigm for Collaborative Management and Verification of Design Knowledge.” In Methods and Tools for Effective Knowledge Life-Cycle-Management, 91–105. Berlin: Springer. doi:10.1007/978-3-540-78431-9_5.
  • Chryssolouris, G., D. Mourtzis, and S. Makris. 2003. “An Approach to Planning and Control of Ship Repair Manufacturing Operations.” CIRP Journal of Manufacturing Science and Technology 32 (1): 13–19.
  • Chryssolouris, G., J. Pierce, and K. Dicke. 1993. “An Approach for Allocating Manufacturing Resources to Production Tasks.” Journal of Manufacturing Systems 12 (1): 80. doi:10.1016/0278-6125(93)90251-N.
  • De Luca, A., and F. Flacco. 2012. “Integrated Control for pHRI: Collision Avoidance, Detection, Reaction and Collaboration.” In 4th IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics (Biorob), 288–295. doi:10.1109/BioRob.2012.6290917.
  • De Maria, G., C. Natale, and S. Pirozzi. 2012. “Force/Tactile Sensor for Robotic Applications.” Sensors and Actuators A: Physical 175 (Mar.): 60–72. doi:10.1016/j.sna.2011.12.042.
  • De Santis, A., B. Siciliano, A. De Luca, and A. Bicchi. 2008. “An Atlas of Physical Human–robot Interaction.” Mechanism and Machine Theory 43 (3): 253–270. doi:10.1016/j.mechmachtheory.2007.03.003.
  • Delden, S., and B. Overcash. 2008. “Towards Voice-Guided Robotic Manipulator Jogging.” Proceedings of the 12th World Multiconference on Systemics, Cybernetics and Informatics 3: 138–144.
  • Dillmann, R. 2004. “Teaching and Learning of Robot Tasks via Observation of Human Performance.” Robotics and Autonomous Systems 47 (2–3): 109–116. doi:10.1016/j.robot.2004.03.005.
  • Drury, J., D. Hestand, H. A. Yanco, and J. Scholtz. 2004. “Design Guidelines for Improved Human-Robot Interaction.” In Extended Abstracts of the 2004 Conference on Human Factors and Computing Systems - CHI '04, 1540. New York: ACM Press. doi:10.1145/985921.986116.
  • Drury, J., J. Scholtz, and H. A. Yanco. 2003. “Awareness in Human-Robot Interactions.” In SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance ( Cat. No.03CH37483), 912–918. Vol. 1. IEEE. doi:10.1109/ICSMC.2003.1243931.
  • EASHW (European Agency for Safety and Health at Work) 2012. “Promoting Active Ageing in the Workplace.” https://osha.europa.eu/en/tools-and-publications/publications/articles/promoting-active-ageing-in-the-workplace
  • Ehrenmann, M., P. Steinhaus, and R. Dillmann. 1999. “A Multisensor System for Observation of User Actions in Programming by Demonstration.” In Proceedings. IEEE/SICE/RSJ. International Conference on Multisensor Fusion and Integration for Intelligent Systems. MFI’99 (Cat. No.99TH8480), 153–158. doi:10.1109/MFI.1999.815981.
  • Erol, A., G. Bebis, M. Nicolescu, R. D. Boyle, and X. Twombly. 2007. “Vision-Based Hand Pose Estimation: A Review.” Computer Vision and Image Understanding 108 (1–2): 52–73. doi:10.1016/j.cviu.2006.10.012.
  • European Commission. 2012. EU Employment and Social Situation. Quarterly Report. http://ec.europa.eu/social/main.jsp?langId=en&catId=89&newsId=2142&furtherNews=yes
  • Fong, T., C. Thorpe, and C. Baur. 2003. “Collaboration, Dialogue, Human-Robot Interaction.” In Robotics Research, 255–266. Berlin: Springer. doi:10.1007/3-540-36460-9_17.
  • Galindo, C., J.-A. Fernández-Madrigal, J. González, and A. Saffiotti. 2008. “Robot Task Planning Using Semantic Maps.” Robotics and Autonomous Systems 56 (11): 955–966. doi:10.1016/j.robot.2008.08.007.
  • Gil, P., J. Pomares, S. Puente, F. A. Candelas, G. J. García, J. A. Corrales, and F. Torres. 2009. “A Cooperative Robotic System Based on Multiple Sensors to Construct Metallic Structures.” The International Journal of Advanced Manufacturing Technology 45 (5–6): 616–630. doi:10.1007/s00170-009-1997-8.
  • Gleeson, B., K. MacLean, A. Haddadi, El. Croft, and J.Alcazar. 2013. “Gestures for Industry Intuitive Human-Robot Communication from Human Observation.” In 2013 8th ACM/IEEE International Conference on Human-Robot Interaction (HRI), 349–356. IEEE. doi:10.1109/HRI.2013.6483609.
  • Gombolay, M. C., R. A. Gutierrez, S. G. Clarke, G. F. Sturla, and J. A. Shah. 2015. “Decision-Making Authority, Team Efficiency and Human Worker Satisfaction in Mixed Human-Robot Teams.” Autonomous Robots 39 (3): 293–312. doi:10.1007/s10514-015-9457-9.
  • Gombolay, M. C., R. J. Wilcox, and A. Diaz. 2013. “Towards Successful Coordination of Human and Robotic Work Using Automated Scheduling Tools: An Initial Pilot Study.” In Robotics: Science and Systems, Human-Robot Collaboration Workshop. Berlin. https://interactive.mit.edu/sites/default/files/documents/RSS_Workshop.pdf
  • Grunwald, G., G. Schreiber, A. Albu-Schaffer, and G. Hirzinger. 2001. “Touch: The Direct Type of Human Interaction with a Redundant Service Robot.” In Proceedings 10th IEEE International Workshop on Robot and Human Interactive Communication. ROMAN 2001 ( Cat. No.01TH8591), 347–352. IEEE. doi:10.1109/ROMAN.2001.981928.
  • Haddadin, S., T. Laue, U. Frese, S. Wolf, A. Albu-Schäffer, and G. Hirzinger. 2009. “Kick It with Elasticity: Safety and Performance in Human–robot Soccer.” Robotics and Autonomous Systems 57 (8): 761–775. doi:10.1016/j.robot.2009.03.004.
  • Health and Safety Executive. 2013. Ergonomics and Human Factors at Work. A Brief guide, INDG Series 90 (rev3). http://www.hse.gov.uk/pubns/indg90.pdf
  • Hertzberg, J., M. Beetz, and R. Englert, eds. 2007. KI 2007: Advances in Artificial Intelligence. Vol. 4667. Lecture Notes in Computer Science. Berlin, Heidelberg: Springer. doi:10.1007/978-3-540-74565-5.
  • Heyer, C. 2010. “Human-Robot Interaction and Future Industrial Robotics Applications.” In 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 4749–4754. IEEE. doi:10.1109/IROS.2010.5651294.
  • Hoc, J. 2007. “Human and Automation: A Matter of Cooperation.” In Human 07, 2007, edited by A. Pruski, 277–285. Timimoun: Université de Metz.
  • Holada, M., and M. Pelc. 2008. “The Robot Voice-Control System with Interactive Learning.” In New Developments in Robotics Automation and Control. InTech. doi:10.5772/6284.
  • Hollmann, R., and M. Hägele. 2008. “The Use of Voice Control for Industrial Robots in Noisy Manufacturing Environments.” In Proceedings of the 39th International Symposium on Robotics, 14–18. Seoul. http://www.iiis.org/CDs2008/CD2008SCI/SCI2008/PapersPdf/S259KD.pdf.
  • ISO 10218-1:2011. Robots for Industrial Environments – Safety Requirements – Part 1: Robot. September 30, 2011. Amended by Corrigendum, April 2014.
  • Kanda, T., H. Ishiguro, M. Imai, and T. Ono. 2004. “Development and Evaluation of Interactive Humanoid Robots.” Proceedings of the IEEE 92 (11): 1839–1850. doi:10.1109/JPROC.2004.835359.
  • Koenig, N., L. Takayama, and M. Matarić. 2010. “Communication and Knowledge Sharing in Human-Robot Interaction and Learning from Demonstration.” Neural Networks : The Official Journal of the International Neural Network Society 23 (8–9): 1104–1112. doi:10.1016/j.neunet.2010.06.005.
  • Koo, S., J. G. Lim, and D. Kwon. 2008. “Online Touch Behavior Recognition of Hard-Cover Robot Using Temporal Decision Tree Classifier.” In The 17th IEEE International Symposium on Robot and Human Interactive Communication, 425–429. doi:10.1109/ROMAN.2008.4600703.
  • Krüger, J., R. Bernhardt, D. Surdilovic, and G. Spur. 2006. “Intelligent Assist Systems for Flexible Assembly.” CIRP Annals - Manufacturing Technology 55 (1): 29–32. doi:10.1016/S0007-8506(07)60359-X.
  • Krüger, J., T. K. Lien, and A. Verl. 2009. “Cooperation of Human and Machines in Assembly Lines.” CIRP Annals – Manufacturing Technology 58 (2): 628–646. doi:10.1016/j.cirp.2009.09.009.
  • Krüger, J., and D. Surdilovic. 2008. “Robust Control of Force-Coupled Human–robot-Interaction in Assembly Processes.” CIRP Annals – Manufacturing Technology 57 (1): 41–44. doi:10.1016/j.cirp.2008.03.005.
  • Kruse, T., A. K. Pandey, R. Alami, and A. Kirsch. 2013. “Human-Aware Robot Navigation: A Survey.” Robotics and Autonomous Systems 61 (12): 1726–1743. doi:10.1016/j.robot.2013.05.007.
  • Kulić, D., and E. A. Croft. 2006. “Real-Time Safety for Human–robot Interaction.” Robotics and Autonomous Systems 54 (1): 1–12. doi:10.1016/j.robot.2005.10.005.
  • Kumar, S., and A. Sekmen. 2008. “Single Robot – Multiple Human Interaction via Intelligent User Interfaces.” Knowledge-Based Systems 21 (6): 458–465. doi:10.1016/j.knosys.2008.03.008.
  • Kwon, W., and I. H. Suh. 2014. “Planning of Proactive Behaviors for Human–robot Cooperative Tasks under Uncertainty.” Knowledge-Based Systems 72: 81–95. December. doi:10.1016/j.knosys.2014.08.021.
  • La Valle, S. M. 2006. Planning Algorithms. Cambridge: Cambridge University Press. ISBN 0-521-86205-1. http://planning.cs.uiuc.edu/
  • Lasota, P. A., and J. A. Shah. 2015. “Analyzing the Effects of Human-Aware Motion Planning on Close-Proximity Human-Robot Collaboration.” Human Factors: The Journal of the Human Factors and Ergonomics Society 57 (1): 21–33. doi:10.1177/0018720814565188.
  • Lee, M. H., and H. R. Nicholls. 1999. “Review Article Tactile Sensing for Mechatronics – A State of the Art Survey.” Mechatronics 9 (1): 1–31. doi:10.1016/S0957-4158(98)00045-2.
  • Makris, S., P. Tsarouchi, D. Surdilovic, and J. Krüger. 2014. “Intuitive Dual Arm Robot Programming for Assembly Operations.” CIRP Annals – Manufacturing Technology 63 (1): 13–16. doi:10.1016/j.cirp.2014.03.017.
  • Mavrikios, D., V. Karabatsou, M. Pappas, and G. Chryssolouris. 2007. “An Efficient Approach to Human Motion Modeling for the Verification of Human-Centric Product Design and Manufacturing in Virtual Environments.” Robotics and Computer-Integrated Manufacturing 23: 533–543. doi:10.1016/j.rcim.2006.05.009.
  • Mayer, M., B. Odenthal, M. Faber, C. Winkelholz, and C. M. Schlick. 2014. “Cognitive Engineering of Automated Assembly Processes.” Human Factors and Ergonomics in Manufacturing & Service Industries 24 (3): 348–368. doi:10.1002/hfm.20390.
  • Michalos, G., S. Makris, and D. Mourtzis. 2012. “An Intelligent Search Algorithm Based Method to Derive Assembly Line Design Alternatives.” International Journal of Computer Integrated Manufacturing 25 (3): 211–229. doi:10.1080/0951192X.2011.627949.
  • Mihara, I., Y. Yamauchi, and M. Doi. 2003. “A Real-Time Vision-Based Interface Using Motion Processor and Applications to Robotics.” Systems and Computers in Japan 34 (3): 10–19. doi:10.1002/scj.10203.
  • Moes, N. 2010. “Digital Human Models: An Overview of Development and Applications in Product and Workplace Design.” In The Proceedings of TMCE 2010 Symposium, edited by I. Horvath, F. Mandorli and Z. Rusak. Ancona, April 12–16.
  • Moniz, A. 2013. “Organizational Concepts and Interaction between Humans and Robots in Industrial Environments.” IEEE-RAS-IARP Joint Workshop on Technical Challenges 1205 for Dependable Robots in Human Environment, IROS2013 WS, Tokyo Big Sight, November. https://unit.aist.go.jp/is/cie/DRHE2013/Papers/DRHE2013_PM3Paper_ORGANIZATIONALCONCEPTS.pdf
  • Montreuil, V. 2007. “Planning Human Centered Robot Activities.” In 2007 IEEE International Conference on Systems, Man and Cybernetics, 2618–2623. IEEE. doi:10.1109/ICSMC.2007.4413992.
  • Morioka, M., and S. Sakakibara. 2010. “A New Cell Production Assembly System with Human–robot Cooperation.” CIRP Annals – Manufacturing Technology 59 (1): 9–12. doi:10.1016/j.cirp.2010.03.044.
  • Mourtzis, D., M. Doukas, and D. Bernidaki. 2014. “Simulation in Manufacturing: Review and Challenges.” Procedia CIRP 25: 213–229. doi:10.1016/j.procir.2014.10.032.
  • Murphy, R., and D. Schreckenghost. 2013. “Survey of Metrics for Human-Robot Interaction.” In 2013 8th ACM/IEEE International Conference on Human-Robot Interaction (HRI), 197–198. IEEE. doi:10.1109/HRI.2013.6483569.
  • Nehmzow, U., O. Akanyeti, C. Weinrich, T. Kyriacou, and S. Billings. 2007. “Learning by Observation through System Identification.” In Proceedings of Towards Autonomous Robotic Systems (TAROS), 17–24. Aberystwyth: University of Wales.
  • Neto, P., D. Pereira, J. N. Pires, and A. P. Moreira. 2013. “Real-Time and Continuous Hand Gesture Spotting: An Approach Based on Artificial Neural Networks.” In 2013 IEEE International Conference on Robotics and Automation, 178–183. IEEE. doi:10.1109/ICRA.2013.6630573.
  • Neto, P., J. Pires, and A. Moreira. 2009. “High-Level Programming for Industrial Robotics: Using Gestures, Speech and Force Control.” Industrial Robot: An International Journal 37: 137–47. doi:10.1108/01439911011018911.
  • Neto, P., J. N. Pires, and A. P. Moreira. 2010. “High-level Programming and Control for Industrial Robotics: Using a Hand-Held Accelerometer-based Input Device for Gesture and Posture Recognition.” Industrial Robot: An International Journal 37 (2): 137–147. doi:10.1108/01439911011018911.
  • Ogorodnikova, O. 2008. “Human Weaknesses and Strengths in Collaboration with Robots.” Periodica Polytechnica Mechanical Engineering 52 (1): 25. doi:10.3311/pp.me.2008-1.05.
  • Olsen, D. R., and M. A. Goodrich. 2003. “Metrics for Evaluating Human-Robot Interactions.” In Proceedings of PERMIS. http://icie.cs.byu.edu/Papers/RAD.pdf
  • Onda, H., T. Suehiro, and K. Kitagaki. 2011. “Teaching by Demonstration of Assembly Motion in VR – Non-Deterministic Search-Type Motion in the Teaching Stage.” IEEE/RSJ International Conference on Intelligent Robots and System 3: 3066–3072. doi:10.1109/IRDS.2002.1041739.
  • Parasuraman, R., T. B. Sheridan, and C. D. Wickens. 2008. “Situation Awareness, Mental Workload, and Trust in Automation: Viable, Empirically Supported Cognitive Engineering Constructs.” Journal of Cognitive Engineering and Decision Making 2 (2): 140–160. doi:10.1518/155534308X284417.
  • Pedrocchi, N., F. Vicentini, M. Matteo, and L. Molinari. 2013. “Safe Human-Robot Cooperation in an Industrial Environment.” International Journal of Advanced Robotic Systems 10: 27. doi:10.5772/53939.
  • Perrin, S., A. Cassinelli, and M. Ishikawa. 2004. “Gesture Recognition Using Laser-Based Tracking System.” In Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 541–546. doi:10.1109/AFGR.2004.1301589.
  • Peshkin, M. A., J. E. Colgate, W. Wannasuphoprasit, C. A. Moore, R. B. Gillespie, and P. Akella. 2001. “Cobot Architecture.” IEEE Transactions on Robotics and Automation 17 (4): 377–390. doi:10.1109/70.954751.
  • Putzer, H., and R. Onken. 2003. “COSA ? A Generic Cognitive System Architecture Based on a Cognitive Model of Human Behavior.” Cognition, Technology & Work 5 (2): 140–151. doi:10.1007/s10111-003-0120-4.
  • Rehnmark, F., W. Bluethmann, J. Mehling, R. O. Ambrose, M. Diftler, M. Chu, and R. Necessary. 2005. “Robonaut: The Short List of Technology Hurdles.” Computer 38 (1): 28–37. doi:10.1109/MC.2005.32.
  • Saleh, J., and F. Karray. 2010. “Towards Generalized Performance Metrics for Human-Robot Interaction.” In 2010 International Conference on Autonomous and Intelligent Systems, AIS 2010, 1–6. IEEE. doi:10.1109/AIS.2010.5547049.
  • Sato, Y., Y. Kobayashi, and H. Koike. 2000. “Fast Tracking of Hands and Fingertips in Infrared Images for Augmented Desk Interface.” In Proceedings Fourth IEEE International Conference on Automatic Face and Gesture Recognition (Cat. No. PR00580), 462–467. doi:10.1109/AFGR.2000.840675.
  • Scholtz, J. 2002. “Evaluation Methods for Human-System Performance of Intelligent Systems.” Proceedings of the 2002 Performance Metrics for Intelligent Systems (PerMIS) Workshop, Gaithersburg, MD, August 13–15.
  • Scholtz, J. 2003. “Theory and Evaluation of Human Robot Interactions.” In Proceedings of the 36th Annual Hawaii International Conference on System Sciences, 10 pp. IEEE. doi:10.1109/HICSS.2003.1174284.
  • Sekiyama, K., H. Sasaki, and T. Fukuda. 2011. “Assembly Strategy Modeling and Selection for Human and Robot Coordinated Cell Assembly.” In IEEE/RSJ International Conference on Intelligent Robots and Systems, 4670–4675. IEEE. doi:10.1109/IROS.2011.6094715.
  • Shahrokhi, M., and A. Bernard. 2006. “Applications of Human Modeling Techniques in Industrial Design Context, a Multi-Agent/Multi-Scale Approach.” Proceedings of Ergo'IA 2006, 353–356, Biarritz, October 11–13.
  • Shahrokhi, M., and A. Bernard. 2009. “A Framework to Develop an Analysis Agent for Evaluating Human Performance in Manufacturing Systems.” CIRP Journal of Manufacturing Science and Technology 2 (1): 55–60. doi:10.1016/j.cirpj.2009.08.002.
  • Shalin, V. 2005. “The Roles of Humans and Computers in Distributed Planning for Dynamic Domains.” Cognition, Technology & Work 7 (3): 198–211. doi:10.1007/s10111-005-0186-2.
  • SIEMENS PLM, 2014. “Tecnomatix Jack and Process Simulate Human.” http://www.plm.automation.siemens.com/en_us/products/tecnomatix/manufacturing-simulation/human-ergonomics/jack.shtml
  • Singer, S., and A. David. 2011. “A Survey of Quantitative Team Performance Metrics For Human-Robot Collaboration.” In 41st International Conference on Environmental Systems. Reston, Virigina: American Institute of Aeronautics and Astronautics. doi:10.2514/6.2011-5248.
  • Smith, C., Y. Karayiannidis, L. Nalpantidis, X. Gratal, P. Qi, D. V. Dimarogonas, and D. Kragic. 2012. “Dual Arm Manipulation – A Survey.” Robotics and Autonomous Systems 60 (10): 1340–1353. doi:10.1016/j.robot.2012.07.005.
  • Steinfeld, A., T. Fong, and D. Kaber. 2006. “Common Metrics for Human-Robot Interaction.” In Human-Robot Interaction Conference, 33–40. http://dl.acm.org/citation.cfm?id=1121249
  • Stolt, A., M. Linderoth, A. Robertsson, and R. Johansson. 2011. “Force Controlled Assembly of Emergency Stop Button.” In 2011 IEEE International Conference on Robotics and Automation, 3751–3756. IEEE. doi:10.1109/ICRA.2011.5979745.
  • Stolt, A., M. Linderoth, A. Robertsson, and R. Johansson. 2012. “Force Controlled Robotic Assembly without a Force Sensor”. In 2012 IEEE International Conference on Robotics and Automation, 1538–1543. IEEE. doi:10.1109/ICRA.2012.6224837.
  • Takata, S., and T. Hirano. 2011. “Human and Robot Allocation Method for Hybrid Assembly Systems.” CIRP Annals – Manufacturing Technology 60 (1): 9–12. doi:10.1016/j.cirp.2011.03.128.
  • Tamei, T., T. Matsubara, A. Rai, and T. Shibata. 2011. “Reinforcement Learning of Clothing Assistance with a Dual-Arm Robot.” In 2011 11th IEEE-RAS International Conference on Humanoid Robots, 733–738. IEEE. doi:10.1109/Humanoids.2011.6100915.
  • Vahrenkamp, N., C. Boge, K. Welke, T. Asfour, J. Walter, and R. Dillmann. 2009. “Visual Servoing for Dual Arm Motions on a Humanoid Robot.” In 2009 9th IEEE-RAS International Conference on Humanoid Robots, 208–214. IEEE. doi:10.1109/ICHR.2009.5379577.
  • Vakanski, A., I. Mantegh, A. Irish, and F. Janabi-Sharifi. 2012. “Trajectory Learning for Robot Programming by Demonstration Using Hidden Markov Model and Dynamic Time Warping.” IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42: 1039–1052. March. doi:10.1109/TSMCB.2012.2185694.
  • Van Delden, S., M. Umrysh, C. Rosario, and G. Hess. 2012. “Pick‐and‐place Application Development Using Voice and Visual Commands.” Industrial Robot: An International Journal 39 (6): 592–600. doi:10.1108/01439911211268796.
  • Waldherr, S., R. Romero, and S. Thrun. 2000. “A Gesture Based Interface for Human-Robot Interaction.” Autonomous Robots 9 (2): 151–173. doi:10.1023/A:1008918401478.
  • Wallhoff, F., J. Blume, A. Bannat, W. Rösel, C. Lenz, and A. Knoll. 2010. “A Skill-Based Approach towards Hybrid Assembly.” Advanced Engineering Informatics 24 (3): 329–339. doi:10.1016/j.aei.2010.05.013.
  • Wilcox, R., and J. Shah. 2012. “Optimization of Multi-Agent Workflow for Human-Robot Collaboration in Assembly Manufacturing.” In Infotech@Aerospace 2012. Reston, Virginia: American Institute of Aeronautics and Astronautics. doi:10.2514/6.2012-2535.
  • Yanco, H. A., and J. Drury. 2004. “Classifying Human-Robot Interaction: An Updated Taxonomy.” IEEE International Conference on Systems, Man and Cybernetics 3: 2841–2846. doi:10.1109/ICSMC.2004.1400763.
  • Yang, J., J. H. Kim, K. Abdel-Malek, T. Marler, S. Beck, and G. R. Kopp. 2007. “A New Digital Human Environment and Assessment of Vehicle Interior Design.” Computer-Aided Design 39 (7): 548–558. doi:10.1016/j.cad.2006.11.007.
  • Yokokohji, Y., Y. Kitaoka, and T. Yoshikawa. 2002. “Motion Capture from Demonstrator’s Viewpoint and Its Application to Robot Teaching.” In Proceedings IEEE International Conference on Robotics and Automation (Cat. No.02CH37292), no. 2, 1551–1558. IEEE. doi:10.1109/ROBOT.2002.1014764.
  • Zaeh, M. F., M. Beetz, K. Shea, G. Reinhart, K. Bender, C. Lau, M. Ostgathe, et al. 2009. “The Cognitive Factory.” In Changeable and Reconfigurable Manufacturing Systems, 355–371. London: Springer. doi:10.1007/978-1-84882-067-8_20.
  • Zhang, X., and D. B. Chaffin. 2005. “Digital Human Modeling for Computer-Aided Ergonomics.” In The Occupational Ergonomics Handbook. 2nd ed. Interventionism Controls, and Applications in Occupational Ergonomics. http://web.mechse.illinois.edu/research/xudong/Preprint/ChapterPreprint.pdf
  • Zinn, M., B. Roth, O. Khatib, and J. K. Salisbury. 2004. “A New Actuation Approach for Human Friendly Robot Design.” The International Journal of Robotics Research 23 (4): 379–398. doi:10.1177/0278364904042193.
  • Zollner, R., T. Asfour, and R. Dillmann. 2004. “Programming by Demonstration: Dual-Arm Manipulation Tasks for Humanoid Robots.” In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566), no. 1, 479–484. IEEE. doi:10.1109/IROS.2004.1389398.
  • Zuo, X., N. Iwahashi, R. Taguchi, S. Matsuda, K. Sugiura, K. Funakoshi, M. Nakano, and N. Oka. 2010. “Robot-Directed Speech Detection Using Multimodal Semantic Confidence Based on Speech, Image, and Motion.” In 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, 2458–12461. IEEE. doi:10.1109/ICASSP.2010.5494889.

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