Skip to main content

3D UAV Flying Path Optimization Method Based on the Douglas-Peucker Algorithm

  • Conference paper
  • First Online:
Book cover Advanced Multimedia and Ubiquitous Engineering (FutureTech 2017, MUE 2017)

Abstract

Unmanned Aerial Vehicles (UAVs) have been utilized in various applications in many fields in recent years. The paths the pilots flew can be measured and collected to be utilized to create routes for autonomous flight. However, there is a problem in that GPS errors result in the path being irregularly represented. The measured path can be optimized by using the Douglas-Peucker algorithm. Our research led to the proposal of a method to optimize this path by applying the Douglas-Peucker algorithm, which has been shown to be suitable for a two-dimensional path, in three-dimensional space. Optimization of the 3D path by the proposed method was possible by deleting unnecessary points from the three-dimensional space. Thus, the flight paths that were measured and collected can be utilized to define the autonomous flight path.

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 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

References

  1. Fahlstrom, P.G., Gleason, T.J.: Introduction to UAV Systems, 4th edn. Wiley, Chichester (2012)

    Book  Google Scholar 

  2. Yahyanejad, S., Wischounig-Strucl, D., Quaritsch, M., Rinner, B.: Incremental mosaicking of images from autonomous, small-scale UAVs. In: 2010 Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Boston, MA, 29 August–1 September 2010, pp. 329–336 (2010)

    Google Scholar 

  3. Kim, D., Hong, S.K.: Target pointing and circling of a region of interest with quadcopter. Int. J. Appl. Eng. Res. 11(2), 1082–1088 (2016)

    MathSciNet  Google Scholar 

  4. Yang, K., Sukkarich, S.: 3D smooth path planning for a UAV in cluttered natural environments. In: 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 22–26 September 2008, pp. 794–800 (2008)

    Google Scholar 

  5. Douglas, D.H., Peucker, T.: Algorithms for the reduction of the number of points required to represent a digitized line or its caricature. Can. Cartographer 10(2), 112–122 (1973)

    Article  Google Scholar 

  6. AR.Drone 2.0 official site. http://www.parrot.com/usa/products/ardrone-2/

Download references

Acknowledgments

This work was supported by the Korea Foundation for the Advancement of Science & Creativity (KOFAC), and funded by the Korean Government (MOE).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yunsick Sung .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer Nature Singapore Pte Ltd.

About this paper

Cite this paper

Sim, G., Chung, J., Sung, Y. (2017). 3D UAV Flying Path Optimization Method Based on the Douglas-Peucker Algorithm. In: Park, J., Chen, SC., Raymond Choo, KK. (eds) Advanced Multimedia and Ubiquitous Engineering. FutureTech MUE 2017 2017. Lecture Notes in Electrical Engineering, vol 448. Springer, Singapore. https://doi.org/10.1007/978-981-10-5041-1_10

Download citation

  • DOI: https://doi.org/10.1007/978-981-10-5041-1_10

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-5040-4

  • Online ISBN: 978-981-10-5041-1

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics