Skip to main content

Human-Aware Navigation for Autonomous Mobile Robots for Intra-factory Logistics

  • Conference paper
  • First Online:
Symbiotic Interaction (Symbiotic 2017)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 10727))

Included in the following conference series:

Abstract

This paper presents a human-aware navigation system for mobile robots targeted to cooperative assembly in intra-factory logistics scenarios. To improve overall efficiency of the operator-robot ensemble, assembly stations and operators are modelled as cost functions in a layered cost map supporting the robot navigation system. At each new sensory update, the system uses each operator’s estimated location to affect the cost map accordingly. To promote predictability and comfort in the human operator, the cost map is affected according to the Proxemics theory, properly adapted to take into account the layout activity space of the station in which the operator is working. Knowledge regarding which task and station are being handled by the operator are assumed to be given to the robot by the factory’s computational infrastructure. To foster integration in existing robots, the system is implemented on top of the navigation system of the Robot Operating System (ROS).

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight 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

References

  1. Bogh, S., Schou, C., Rühr, T., Kogan, Y., Dömel, A., Brucker, M., Eberst, C., Tornese, R., Sprunk, C., Tipaldi, G.D., et al.: Integration and assessment of multiple mobile manipulators in a real-world industrial production facility. In: Proceedings of 41st International Symposium on Robotics ISR/Robotik 2014, pp. 1–8. VDE (2014)

    Google Scholar 

  2. Bransford, J., Shaw, R.E.: Perceiving, Acting, and Knowing: Toward an Ecological Psychology. Lawrence Erlbaum Associates, New York (1977). Distribuited by the Halsted Press dision of John Wiley and sons

    Google Scholar 

  3. Chik, S.F., Yeong, C.F., Su, E.L.M., Lim, T.Y., Duan, F., Tan, J.T.C., Tan, P.H., Chin, P.J.H.: Gaussian pedestrian proxemics model with social force for service robot navigation in dynamic environment. In: Mohamed Ali, M.S., Wahid, H., Mohd Subha, N.A., Sahlan, S., Md. Yunus, M.A., Wahap, A.R. (eds.) AsiaSim 2017. CCIS, vol. 751, pp. 61–73. Springer, Singapore (2017). https://doi.org/10.1007/978-981-10-6463-0_6

    Chapter  Google Scholar 

  4. Chung, S.Y., Huang, H.P.: Incremental learning of human social behaviors with feature-based spatial effects. In: International Conference on Intelligent Robots and Systems (IROS), pp. 2417–2422. IEEE (2012)

    Google Scholar 

  5. Hall, E.: The Hidden Dimension: Man’s Use of Space in Public and in Private. Bodley Head, London (1969)

    Google Scholar 

  6. Hvilshøj, M., Bøgh, S.: “Little Helper” – an autonomous industrial mobile manipulator concept. Int. J. Adv. Robot. Syst. 8(2), 15 (2011)

    Article  Google Scholar 

  7. Kruse, T., Pandey, A.K., Alami, R., Kirsch, A.: Human-aware robot navigation: a survey. Robot. Auton. Syst. 61(12), 1726–1743 (2013)

    Article  Google Scholar 

  8. Lindner, F., Eschenbach, C.: Towards a formalization of social spaces for socially aware robots. In: Egenhofer, M., Giudice, N., Moratz, R., Worboys, M. (eds.) COSIT 2011. LNCS, vol. 6899, pp. 283–303. Springer, Heidelberg (2011). https://doi.org/10.1007/978-3-642-23196-4_16

    Chapter  Google Scholar 

  9. Lourenço, A., Marques, F., Mendonça, R., Pinto, E., Barata, J.: On the design of the ROBO–PARTNER intra-factory logistics autonomous robot. In: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 2647–2652. IEEE (2016)

    Google Scholar 

  10. Lu, D.V., Hershberger, D., Smart, W.D.: Layered costmaps for context-sensitive navigation. In: 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2014), pp. 709–715. IEEE (2014)

    Google Scholar 

  11. Luber, M., Spinello, L., Silva, J., Arras, K.O.: Socially-aware robot navigation: a learning approach. In: 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 902–907. IEEE (2012)

    Google Scholar 

  12. Matthias, B., Kock, S., Jerregard, H., Källman, M., Lundberg, I.: Safety of collaborative industrial robots: certification possibilities for a collaborative assembly robot concept. In: IEEE International Symposium on Assembly and Manufacturing (ISAM 2011), pp. 1–6. IEEE (2011)

    Google Scholar 

  13. Michalos, G., Makris, S., Tsarouchi, P., Guasch, T., Kontovrakis, D., Chryssolouris, G.: Design considerations for safe human-robot collaborative workplaces. Procedia CIrP 37, 248–253 (2015)

    Article  Google Scholar 

  14. Rios-Martinez, J., Spalanzani, A., Laugier, C.: From proxemics theory to socially-aware navigation: a survey. Int. J. Soc. Robot. 7(2), 137–153 (2015)

    Article  Google Scholar 

  15. Sprunk, C., Lau, B., Pfaff, P., Burgard, W.: An accurate and efficient navigation system for omnidirectional robots in industrial environments. Auton. Robots 41(2), 473–493 (2017)

    Article  Google Scholar 

  16. Takayama, L., Pantofaru, C.: Influences on proxemic behaviors in human-robot interaction. In: IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS, pp. 5495–5502. IEEE (2009)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Francisco Marques .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG, part of Springer Nature

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Marques, F., Gonçalves, D., Barata, J., Santana, P. (2018). Human-Aware Navigation for Autonomous Mobile Robots for Intra-factory Logistics. In: Ham, J., Spagnolli, A., Blankertz, B., Gamberini, L., Jacucci, G. (eds) Symbiotic Interaction. Symbiotic 2017. Lecture Notes in Computer Science(), vol 10727. Springer, Cham. https://doi.org/10.1007/978-3-319-91593-7_9

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-91593-7_9

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-91592-0

  • Online ISBN: 978-3-319-91593-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics