Skip to main content

Navigation Filter

  • Chapter
  • First Online:
  • 761 Accesses

Part of the book series: Springer Theses ((Springer Theses))

Abstract

This chapter is dedicated to the AUV navigation filter developed during the Ph.D. period. Such filter is able to estimate the complete pose of an UUV fusing the measurements of onboard sensors in real-time. In particular, a parallel structure has been chosen (Fig. 4.1): attitude is estimated independently using IMU, compass, and FOG data, and constitutes an input for the position estimation filter.

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

Buying options

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 EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD   109.99
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

Learn about institutional subscriptions

References

  1. Allotta B, Caiti A, Chisci L, Costanzi R, Di Corato F, Fantacci C, Fenucci D, Meli E, Ridolfi A (2016) An unscented Kalman filter based navigation algorithm for autonomous underwater vehicles. J Mechatron 39:185–195

    Article  Google Scholar 

  2. Allotta B, Caiti A, Costanzi R, Fanelli F, Fenucci D, Meli E, Ridolfi A (2016) A new AUV navigation system exploiting unscented Kalman filter. J Ocean Eng 113:121–132

    Article  Google Scholar 

  3. Allotta B, Costanzi R, Fanelli F, Monni N, Paolucci L, Ridolfi A (2017) Sea currents estimation during AUV navigation using Unscented Kalman Filter. In: Proceedings of the IFAC 2017 world congress, Toulouse (FR), July 9–14

    Google Scholar 

  4. Allotta B, Costanzi R, Fanelli F, Monni N, Ridolfi A (2015) Single axis FOG aided attitude estimation algorithm for mobile robots. J Mechatron 30:158–173

    Article  Google Scholar 

  5. Carlton JS (2007) Marine propellers and propulsion, 2nd edn. Elsevier

    Google Scholar 

  6. Costanzi R (2015) Navigation systems for unmanned underwater vehicles. PhD Dissertation, University of Florence, Florence (IT)

    Google Scholar 

  7. Costanzi R, Fanelli F, Monni N, Ridolfi A, Allotta B (2016) An attitude estimation algorithm for mobile robots under unknown magnetic disturbances. IEEE/ASME Trans Mechatron 21:1900–1911

    Article  Google Scholar 

  8. Costanzi R, Fanelli F, Ridolfi A, Allotta B (2016) Simultaneous navigation state and sea current estimation through augmented state Unscented Kalman Filter. In: Proceedings of the MTS/IEEE OCEANS’16 Monterey, Monterey (CA, US), Sept 19–22

    Google Scholar 

  9. Fitzgibbon A, Pilu M, Fisher RB (1999) Direct least square fitting of ellipses. IEEE Trans Pattern Anal Mach Intell 21(5):

    Article  Google Scholar 

  10. Gebre-Egziabher D, Elkaim G, David Powell J, Parkinson B (2006) Calibration of strapdown magnetometers in magnetic field domain. J Aerosp Eng 19(2):

    Article  Google Scholar 

  11. Halíř R, Flusser J (1998) Numerically stable direct least square fitting of ellipses. In: Proceedings of the WSCG international conference in central Europe on computer graphics and visualization

    Google Scholar 

  12. Hermann R, Krener AJ (1977) Nonlinear controllability and observability. IEEE Trans Autom Control 22(5):728–740

    Article  MathSciNet  Google Scholar 

  13. Hua M-D, Rudin K, Ducard G, Hamel T, Mahony R (2011) Nonlinear attitude estimation with measurement decoupling and anti-windup gyro-bias compensation. In: Proceedings of the 18th IFAC world congress 2011, Milan (IT), Aug 28–Sept 2, pp 2972–2978

    Article  Google Scholar 

  14. Kok M, Schön TB (2014) Maximum likelihood calibration of a magnetometer using inertial sensors. In: Proceedings of the 19th world congress of the international federation of automatic control, Cape Town (ZA), Aug 24–29, pp 92–97

    Article  Google Scholar 

  15. Mahony RE, Hamel T, Pflimlin JM (2008) Nonlinear complementary filters on the special orthogonal group. IEEE Trans Autom Control 53(5):1203–1218

    Article  MathSciNet  Google Scholar 

  16. Markovsky I, Kukush A, Van Huffel S (2004) Consistent least squares fitting of ellipsoids. Numerische Mathematik 98(1):177–194

    Article  MathSciNet  Google Scholar 

  17. Martin P, Salaün E (2010) Design and implementation of a low-cost observer-based attitude and heading reference system. Elsevier Control Eng Pract 18(7):712–722

    Article  Google Scholar 

  18. Munson BR, Okiishi TH, Huebsch WW, Rothmayer AP (2012) Fundamentals of Fluid Mechanics, 7th edn. Wiley, USA

    Google Scholar 

  19. National Geophysics Data Center. www.ngdc.noaa.gov

  20. Pivano L, Johansen TA, Smogeli ØN (2009) A four-quadrant thrust controller for marine propellers with loss estimation and anti-spin: theory and experiments. Mar Technol 46(4):229–242

    Google Scholar 

  21. Siciliano B, Khatib O (2008) Handbook of robotics. Springer handbooks, Napoli and Stanford

    Book  Google Scholar 

  22. Vasconcelos JF, Elkaim G, Silvestre C, Oliveira P, Cardeira B (2011) A geometric approach to strapdown magnetometer calibration in sensor frame. IEEE Trans Aerosp Electron Syst 47(2):1293–1306

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Francesco Fanelli .

Rights and permissions

Reprints and permissions

Copyright information

© 2020 Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Fanelli, F. (2020). Navigation Filter. In: Development and Testing of Navigation Algorithms for Autonomous Underwater Vehicles. Springer Theses. Springer, Cham. https://doi.org/10.1007/978-3-030-15596-4_4

Download citation

Publish with us

Policies and ethics