Decentralized Cooperative Sweep Coverage Algorithm in Uncertain Environments

  • Chapter
  • First Online:
Cooperative Coverage Control of Multi-Agent Systems and its Applications

Part of the book series: Studies in Systems, Decision and Control ((SSDC,volume 408 ))

  • 514 Accesses

Abstract

This chapter proposes a novel sweep coverage formulation for a multi-agent system to cover a region with uncertain workload density, and it provides a decentralized coverage algorithm based on the formulation. To achieve the coverage, the concerned region is divided into a finite number of stripes, and the algorithm incorporates two operations on stripes: workload partition and swee**. The theoretical analysis is conducted for the proposed algorithm with an estimation for the error between the actual coverage time and the optimal time.

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

Access this chapter

Subscribe and save

Springer+ Basic
EUR 32.99 /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 79.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 99.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free ship** worldwide - see info
Hardcover Book
USD 139.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free ship** worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Anderson, B., Yu, B., Fidan, B., Hendrickx, J.: Rigid graph control architectures for autonomous formations. IEEE Control Syst. Mag. 28(6), 48–63 (2008)

    Article  MathSciNet  Google Scholar 

  2. Nancy, A.: Lynch Distributed Algorithms. Morgan Kaufmann (1997)

    Google Scholar 

  3. Hong, Y., Hu, J., Gao, L.: Tracking control for multi-agent consensus with an active leader and variable topology. Automatica 42(9), 1177–1182 (2006)

    Article  MathSciNet  Google Scholar 

  4. Chen, Z., Zhang, H.: No-beacon collective circular motion of jointly connected multi-agents. Automatica 47(9), 1929–1937 (2011)

    Article  MathSciNet  Google Scholar 

  5. Cortés, J., Martínez, S., Karatas, T., Bullo, F.: Coverage control for mobile sensing network. IEEE Trans. Robot. Autom. 20(2), 243–255 (2004)

    Article  Google Scholar 

  6. Cassandras, C.G., Li, W.: Sensor networks and cooperative control. Eur. J. Control. 11(4–5), 436–463 (2005)

    Article  MathSciNet  Google Scholar 

  7. Hussein, I.I., Stipanović, D.: Effective coverage control for mobile sensor networks with guaranteed collision avoidance. IEEE Trans. Control Syst. Technol. 15(4), 642–657 (2007)

    Article  Google Scholar 

  8. Wang, Y., Hussein, I.I.: Awareness coverage control over large-scale domains with intermittent communications. IEEE Trans. Autom. Control 55(8), 1850–1859 (2010)

    Article  MathSciNet  Google Scholar 

  9. Cheng, T., Savkin, A.: A distributed self-deployment algorithm for the coverage of mobile wireless sensor networks. IEEE Commun. Lett. 13(11), 877–879 (2009)

    Article  Google Scholar 

  10. Gage, D.: Command control for many-robot systems. In: Proceedings of the 19th Annual AUVS Teachnical Symposium, pp. 22–24. Huntsville, Alabama (1992)

    Google Scholar 

  11. Cheng, T., Savkin, A.: Decentralized coordinated control of a vehicle network for deployment in sweep coverage. In: Proceedings of the IEEE International Conference on Control and Automation, pp. 275–279. Christchurch, New Zealand (2009)

    Google Scholar 

  12. Hu, X., Huang, Y., Cheng, D.: Optimal design of grazing behavior for multi-agent robots. In: Cheng, D., Sun, Y., Shen, T., Ohmori, H., (eds.), Advanced Robust and Adaptive Control, pp. 71–84. Tsinghua University Press, Beiijng (2005)

    Google Scholar 

  13. Choset, H.: Coverage of known spaces: The boustrophedon cellular decomposition. Auton. Robot. 9(3), 247–253 (2000)

    Article  Google Scholar 

  14. Butler, Z., Rizzi, A., Hollis, R.: Complete distributed coverage of rectilinear environments. In: Proceedings of the Workshop on the Algorithmic Foundations of Robotics (2000)

    Google Scholar 

  15. Min, T., Yin, H.: A decentralized approach for cooperative swee** by multiple mobile robots. In: Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 13-17, vol. 1, pp. 380–385 (1998)

    Google Scholar 

  16. Wagner, I., Lindenbaum, M., Bruckstein, A.: Distributed covering by ant-robots using evaporating traces. IEEE Trans. Robot. Autom. 15(5), 918–933 (1999)

    Article  Google Scholar 

  17. Choset, H.: Coverage for robotics-A survey of recent results. Ann. Math. Artif. Intell. 31(1–4), 113–126 (2001)

    Article  Google Scholar 

  18. Demmel, J.: Applied Numerical Linear Algebra. SIAM, Philadelphia (1997)

    Book  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Chao Zhai .

Rights and permissions

Reprints and permissions

Copyright information

© 2021 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Zhai, C., Zhang, HT., **ao, G. (2021). Decentralized Cooperative Sweep Coverage Algorithm in Uncertain Environments. In: Cooperative Coverage Control of Multi-Agent Systems and its Applications. Studies in Systems, Decision and Control, vol 408 . Springer, Singapore. https://doi.org/10.1007/978-981-16-7625-3_3

Download citation

Publish with us

Policies and ethics

Navigation