Skip to main content

A Strategy for Exploration with a Multi-robot System

  • Chapter
Informatics in Control, Automation and Robotics

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 24))

Abstract

The present paper develops a novel strategy for the exploration of an unknown environment with a multi-robot system. Communication between the robots is restricted to line-of-sight and to a maximum inter-robot distance. The algorithm we propose is related to methods used for complete coverage of an area, where all free space is physically covered. In the present paper it is required that the entire free space is covered by the sensors of the robots, enabling us to scan more space in less time, compared to complete coverage algorithms. The area to be scanned contains disjoint convex obstacles of unknown size and shape. The geometry of the robot group has a zigzag shape, which is stretched or compressed to adapt to the environment. The robot group is allowed to split and rejoin when passing obstacles. A direct application of the algorithm is mine field clearance.

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 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Ota, J.: Multi-agent robot systems as distributed autonomous systems. Advanced Engineering Informatics 20 (2006) 59 – 70

    Article  Google Scholar 

  2. Burgard, W., Moors, M., Stachniss, C., Schneider, F.: Coordinated multi-robot exploration. IEEE Transactions on Robotics 21 (2005) 376–386

    Article  Google Scholar 

  3. Kerr, W., Spears, D., Spears, W., Thayer, D.: Two formal gas models for multi-agent sweeping and obstacle avoidance. In: Formal Approaches to Agent-Based Systems, Third International Workshop. (2004) 111–130

    Google Scholar 

  4. Keymeulen, D., Decuyper, J.: The fluid dynamics applied to mobile robot motion: the stream field method. In: Proceedings of 1994 IEEE International Conference on Robotics and Automation, Piscataway, NJ, USA (1994) 378–385

    Google Scholar 

  5. Choset, H.: Coverage for robotics – a survey of recent results. Annals of Mathematics and Artificial Intelligence 31 (2001) 113–126

    Article  Google Scholar 

  6. Cortés, J., Martínez, S., Karatas, T., Bullo, F.: Coverage control for mobile sensing networks. IEEE Transactions on Robotics and Automation 20 (2004) 243–255

    Article  Google Scholar 

  7. Kurabayashi, D., Ota, J., Arai, T., Yosada, E.: Cooperative sweeping by multiple robots. In: Proc. 1996 IEEE International Conference on Robotics and Automation. (1996)

    Google Scholar 

  8. Wong, S., MacDonald, B.: Complete coverage by mobile robots using slice decomposition based on natural landmarks. In: Proc. Eighth Pacific Rim International Conference on Artificial Intelligence. Lecture Notes in Artificial Intelligence. Volume 3157. (2004) 683–692

    Google Scholar 

  9. Zheng, X., Jain, S., Koenig, S., Kempe, D.: Multi-robot forest coverage. In: Proceedings of the IEEE International Conference on Intelligent Robots and Systems. (2005)

    Google Scholar 

  10. Rekleitis, I., Lee-Shue, V., New, A.P., Choset, H.: Limited communication, multi-robot team based coverage. In: Proc. 2004 IEEE International Conference on Robotics and Automation. (2004)

    Google Scholar 

  11. Kong, C.S., Peng, N.A., Rekleitis, I.: Distributed coverage with multi-robot system. In: Proceedings of 2006 IEEE International Conference on Robotics and Automation, Orlando, Florida, USA (2006) 2423–2429

    Google Scholar 

  12. Gage, D.: Many-robots mcm search systems. In: Proceedings of Autonomous Vehicles in Mine Countermeasures Symposium. (1995)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2009 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Rogge, J.A., Aeyels, D. (2009). A Strategy for Exploration with a Multi-robot System. In: Filipe, J., Cetto, J.A., Ferrier, JL. (eds) Informatics in Control, Automation and Robotics. Lecture Notes in Electrical Engineering, vol 24. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-85640-5_15

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-85640-5_15

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-85639-9

  • Online ISBN: 978-3-540-85640-5

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics