Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
Skip to main content

Hierarchical Task-Priority Control for Human-Robot Co-manipulation

  • Conference paper
  • First Online:
Human-Friendly Robotics 2019 (HFR 2019)

Part of the book series: Springer Proceedings in Advanced Robotics ((SPAR,volume 12))

Included in the following conference series:

  • 467 Accesses

Abstract

The extensive distribution of collaborative robots in industrial workplaces allows human operators to decrease the weight and the repetitiveness of their activities. In order to facilitate the role of the human worker during the interaction with these robots, innovative control paradigms, enabling an intuitive human-robot collaborative manipulation, are needed. In this work, a dynamic and hierarchical task-priority control framework is proposed, leveraging a physical interaction with a redundant robot manipulator through a force sensor. The foremost objective of this approach is to exploit the non-trivial null-space of the redundant robot to increase the performance of the co-manipulation and, consequently, its effectiveness. A comparison between the proposed methodology and a standard admittance control scheme is carried out within an industrial use case study consisting of a human operator interacting with a KUKA LBR iiwa arm.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

Notes

  1. 1.

    https://youtu.be/-ZHwauD0NQY.

  2. 2.

    https://en.cppreference.com/w/cpp/container/vector.

References

  • Aertbeliën, E., De Schutter, J.: eTaSL/eTC: a constraint-based task specification language and robot controller using expression graphs. In: 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 1540–1546 (2014)

    Google Scholar 

  • Agravante, D., Cherubini, A., Bussy, A., Gergondet, P., Kheddar, A.: Collaborative human-humanoid carrying using vision and haptic sensing. In: 2014 IEEE International Conference on Robotics and Automation, pp. 607–612 (2014)

    Google Scholar 

  • Antonelli, G.: Stability analysis for prioritized closed-loop inverse kinematic algorithms for redundant robotic systems. IEEE Trans. Robot. 25, 985–994 (2009)

    Article  Google Scholar 

  • Baerlocher, P., Boulic, R.: Task-priority formulations for the kinematic control of highly redundant articulated structures. In: 1998 IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 323–329 (1998)

    Google Scholar 

  • Buonocore, L., Cacace, J., Lippiello, V.: Hybrid visual servoing for aerial grasping with hierarchical task-priority control. In: 2015 23rd Mediterranean Conference on Control and Automation, pp. 617–623 (2015)

    Google Scholar 

  • Caccavale, F., Lippiello, V., Muscio, G., Pierri, F., Ruggiero, F., Villani, L.: Grasp planning and parallel control of a redundant dual-arm/hand manipulation system. Robotica 31(7), 1169–1194 (2013)

    Article  Google Scholar 

  • Caccavale, R., Cacace, J., Fiore, M., Alami, R., Finzi, F.: Attentional supervision of human-robot collaborative plans. In: 2016 25th IEEE International Symposium on Robot and Human Interactive Communication, pp. 867–873 (2016)

    Google Scholar 

  • Casalino, G., Zereik, E., Simetti, E., Torelli, S., Sperindé, A., Turetta, A.: A task subsystem priority based control strategy for underwater floating manipulators. IFAC Proc. Vol. 45(5), 170–177 (2012)

    Article  Google Scholar 

  • Chiaverini, S.: Singularity-robust task-priority redundancy resolution for real-time kinematic control of robot manipulators. IEEE Trans. Robot. Autom. 13(3), 398–410 (1997)

    Article  Google Scholar 

  • Corrales, J.A., Garcia Gomez, G.J., Torres, F., Perdereau, V.: Cooperative tasks between humans and robots in industrial environments. Int. J. Adv. Robot. Syst. 9, 94 (2012)

    Article  Google Scholar 

  • Dimeas, F., Moulianitis, V., Aspragathos, N.: Manipulator performance constraints in human-robot cooperation. Robot. Comput.-Integr. Manuf. 50, 222–233 (2018)

    Article  Google Scholar 

  • Dubey, R., Luh, J.Y.S.: Redundant robot control using task based performance measures. J. Field Robot. 5, 409–432 (1988)

    Google Scholar 

  • Ficuciello, F., Romano, A., Villani, L., Siciliano, B.: Cartesian impedance control of redundant manipulators for human-robot co-manipulation. In: 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 2120–2125 (2014)

    Google Scholar 

  • Gullapalli, V., Grupen, R., Barto, A.: Learning reactive admittance control. In: 1992 IEEE International Conference on Robotics and Automation, pp. 1475–1480 (1992)

    Google Scholar 

  • Hennersperger, C., Fuerst, B., Virga, S., Zettinig, O., Frisch, B., Neff, T., Navab, N.: Towards MRI-based autonomous robotic US acquisitions: a first feasibility study. IEEE Trans. Med. Imaging 36(2), 538–548 (2016)

    Article  Google Scholar 

  • Labrecque, P., Gosselin, C.: Variable admittance for pHRI: from intuitive unilateral interaction to optimal bilateral force amplification. Robot. Comput.-Integr. Manuf. 52, 1–8 (2018)

    Article  Google Scholar 

  • Landi, C., Ferraguti, F., Sabattini, L., Secchi, C., Fantuzzi, C.: Admittance control parameter adaptation for physical human-robot interaction. In: 2017 IEEE International Conference on Robotics and Automation, pp. 2911–2916 (2017)

    Google Scholar 

  • Lippiello, V., Cacace, J., Santamaria-Navarro, A., Andrade-Cetto, J., Trujillo, M., Esteves, Y., Viguria, A.: Hybrid visual servoing with hierarchical task composition for aerial manipulation. IEEE Robot. Autom. Lett. 1(1), 259–266 (2016)

    Article  Google Scholar 

  • Mansard, N., Stasse, O., Evrard, P., Kheddar, A.: A versatile generalized inverted kinematics implementation for collaborative working humanoid robots: the stack of tasks. In: 2009 International Conference on Advanced Robotics (2009)

    Google Scholar 

  • Nakamura, Y., Hanafusa, H., Yoshikawa, T.: Task-priority based redundancy control of robot manipulators. Int. J. Robot. Res. 6(2), 3–15 (1987)

    Article  Google Scholar 

  • Newman, W.S.: Stability and Performance limits of interaction controllers. J. Dyn. Syst. Meas. Control 114(4), 563–570 (1992)

    Article  Google Scholar 

  • Rocchi, A., Hoffman, E., Caldwell, D., Tsagarakis, N.: OpenSoT: a whole-body control library for the compliant humanoid robot COMAN. In: 2015 IEEE International Conference on Robotics and Automation, pp. 6248–6253 (2015)

    Google Scholar 

  • Siciliano, B., Sciavicco, L., Villani, L., Oriolo, G.: Robotics: Modelling, Planning and Control. Springer, London (2009)

    Book  Google Scholar 

  • Yoshikawa, T.: Manipulability of robotic mechanisms. Int. J. Robot. Res. 4(2), 3–9 (1985)

    Article  MathSciNet  Google Scholar 

  • Zanchettin, A., Rocco, P.: Probabilistic inference of human arm reaching target for effective human-robot collaboration. In: 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 6595–6600 (2017)

    Google Scholar 

Download references

Acknowledgments

The research leading to these results has been partially supported by the H2020-ICT-731590 REFILLS project; the WELDON project, in the frame of Programme STAR, financially supported by UniNA and Compagnia di San Paolo; the PRINBOT project, in the frame of the PRIN 2017 research program with grant number 20172HHNK5_002. The authors are solely responsible for its content.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Fabio Ruggiero .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2020 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Cacace, J., Ruggiero, F., Lippiello, V. (2020). Hierarchical Task-Priority Control for Human-Robot Co-manipulation. In: Ferraguti, F., Villani, V., Sabattini, L., Bonfè, M. (eds) Human-Friendly Robotics 2019. HFR 2019. Springer Proceedings in Advanced Robotics, vol 12. Springer, Cham. https://doi.org/10.1007/978-3-030-42026-0_10

Download citation

Publish with us

Policies and ethics