Abstract
In this paper, the human-robot collaboration for executing complicated handling tasks for folding non-rigid objects is investigated. A hierarchical control system is developed for the co-manipulation task of folding sheets like fabrics/cloths. The system is based on force and RGB-D feedback in both higher and lower control levels of the process. In the higher level, the perception of the human’s intention is used for deciding the robot’s action; in the lower level the robot reacts to the force/RGB-D feedback to follow human guidance. The proposed approach is tested in folding a rectangular piece of fabric. Experiments showed that the developed robotic system is able to track the human’s movement in order to help her/him to accomplish the folding co-manipulation task.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Notes
- 1.
Rethink Robotics, http://youtu.be/Mr7U9pQtwq8.
- 2.
CloPeMa research project, http://youtu.be/gK7yuPfzuD4.
- 3.
UC Berkeley Folding Robot, http://youtu.be/gy5g33S0Gzo.
- 4.
A demonstration of the folding task can be viewed in the Robotics Group YouTube channel.
References
Saadat, M., Ping, N.: Industrial applications of automatic manipulation of flexible materials. Ind. Robot: Int. J. 29(5), 434–442 (2002)
Koustoumpardis, P.N., Aspragathos, N.A.: Intelligent hierarchical robot control for sewing fabrics. Robot. Comput. Int. Manuf. 30(1), 34–46 (2014)
Zoumponos, G.T., Aspragathos, N.A.: A fuzzy strategy for the robotic folding of fabrics with machine vision feedback. Ind. Robot: Int. J. 37(3), 302–308 (2010)
Oshima, T., Yoshimi, T., Mizukawa, M., Ando, Y.: A study of towel folding by a robot arm—Spreading and vertex detection using image processing. In: Proceedings of 14th International Conference on Control, Automation and Systems (ICCAS’14), pp. 627–631 (2014)
Yamakawa, Y., Namiki, A., Ishikawa, M.: Motion planning for dynamic folding of a cloth with two high-speed robot hands and two high-speed sliders. In: Proceedings of 2011 IEEE International Conference on Robotics and Automation, pp. 5486–5491 (2011)
Miller, S., Van Den Berg, J., Fritz, M., Darrell, T., Goldberg, K., Abbeel, P.: A geometric approach to robotic laundry folding. Int. J. Robot. Res. 31(2), 249–267 (2011)
Stria, J., Prusa, D. Hlavac, V., Wagner, L., Petrik, V., Krsek, P., Smutny, V.: Garment perception and its folding using a dual-arm robot. In: Proceedings of 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 61–67 (2014)
Koustoumpardis, P.N., Aspragathos, N.A.: Neural network force control for robotized handling of fabrics. In: Proceedings of International Conference on Control, Automation and Systems ICCAS 2007, COEX, Seoul, Korea, 17–20 Oct, pp. 566–571 (2007)
Koustoumpardis, P.N., Aspragathos, N.A.: Robot-human cooperation holding and handling a piece of fabric. In: Proceedings of 11th International Conference on Climbing and Walking Robots and Support Technologies for Mobile Machines, CLAWAR’2008, Coimbra, Portugal, 8–10 Sept, pp. 820–827 (2008)
Quigley, M., Conley, K., Gerkey B., et al.: ROS: An open source robot operating system. In: ICRA Workshop on Open Source Software (2009)
Bradski, G.: The openCV library. Dr. Dobb’s J. Softw. Tools 2236121 (2000)
PrimeSense Inc.: Prime sensor™ NITE 1.3 algorithms notes. Online manual last viewed online at 24 Oct 2013
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this paper
Cite this paper
Koustoumpardis, P.N., Chatzilygeroudis, K.I., Synodinos, A.I., Aspragathos, N.A. (2016). Human Robot Collaboration for Folding Fabrics Based on Force/RGB-D Feedback. In: Borangiu, T. (eds) Advances in Robot Design and Intelligent Control. Advances in Intelligent Systems and Computing, vol 371. Springer, Cham. https://doi.org/10.1007/978-3-319-21290-6_24
Download citation
DOI: https://doi.org/10.1007/978-3-319-21290-6_24
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-21289-0
Online ISBN: 978-3-319-21290-6
eBook Packages: EngineeringEngineering (R0)