Skip to main content

Novel Lightweight Quaternion Filter for Determining Orientation Based on Indications of Gyroscope, Magnetometer and Accelerometer

  • Conference paper
Computer Vision and Graphics (ICCVG 2014)

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 8671))

Included in the following conference series:

Abstract

The costume for acquisition of motion is example on MOCAP system based on IMU sensors using fusion of their measurements (like inertial, gyroscopic and magnetic measurements) for estimating motion parameters. In this paper a new simple and efficient fusion algorithm Lightweight Quaternion Filter is developed and implemented for estimation orientation in three dimensions. The result of estimations are compared to implemented Extended Quaternion Kalman Filter algorithm.

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 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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Szczęsna, A., Słupik, J., Janiak, M.: The Smooth Quaternion Lifting Scheme Transform for Multi-resolution Motion Analysis. In: Bolc, L., Tadeusiewicz, R., Chmielewski, L.J., Wojciechowski, K. (eds.) ICCVG 2012. LNCS, vol. 7594, pp. 657–668. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  2. Świtoński, A., Polański, A., Wojciechowski, K.: Human identification based on gait paths. In: Blanc-Talon, J., Kleihorst, R., Philips, W., Popescu, D., Scheunders, P. (eds.) ACIVS 2011. LNCS, vol. 6915, pp. 531–542. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  3. Beth, T., Boesnach, I., Haimerl, M., Moldenhauer, J., Bos, K., Wank, V.: Characteristics in Human Motion - From Acquisition to Analysis. In: IEEE International Conference on Humanoid Robots (2003)

    Google Scholar 

  4. Sabatini, A.M.: Kalman-Filter-Based Orientation Determination Using Inertial/Magnetic Sensors: Observability Analysis and Performance Evaluation. Sensors (2011)

    Google Scholar 

  5. Mahony, R., Hamel, T., Pflimlin, J.M.: Nonlinear Complementary Filters on the Special Orthogonal Group, Automatic Control. IEEE Transactions on Automatic Control 53(5), 1203–1218 (2008)

    Article  MathSciNet  Google Scholar 

  6. Yun, X., Bachmann, E.R.: Design, Implementation, and Experimental Results of a Quaternion-Based Kalman Filter for Human Body Motion Tracking. IEEE Transactions on Robotics 22(6), 1216–1227 (2006)

    Article  Google Scholar 

  7. Sabatini, A.M.: Quaternion-Based Extended Kalman Filter for Determining Orientation by Inertial and Magnetic Sensing. IEEE Tran. Biomedical Eng. 53(7), 1346–1356 (2006)

    Article  Google Scholar 

  8. Yun, X., Lizarraga, M., Bachmann, E.R., McGhee, R.B.: An Improved Quaternion-Based Kalman Filter for Real-Time Tracking of Rigid Body Orientation. In: Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 1074–1079 (2003)

    Google Scholar 

  9. Yun, X., Aparicio, C., Bachmann, E.R., McGhee, R.B.: Implementation and Experimental Results of a Quaternion-Based Kalman Filter for Human Body Motion Tracking. IEEE Transactions on Robotics 22(6), 317–322 (2006)

    Article  Google Scholar 

  10. Shuster, M.D., Oh, S.D.: Three-Axis Attitude Determination from Vector Observations. Journal of Guidance and Control 4(1), 70–77 (1981)

    Article  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this paper

Cite this paper

Słupik, J., Szczęsna, A., Polański, A. (2014). Novel Lightweight Quaternion Filter for Determining Orientation Based on Indications of Gyroscope, Magnetometer and Accelerometer. In: Chmielewski, L.J., Kozera, R., Shin, BS., Wojciechowski, K. (eds) Computer Vision and Graphics. ICCVG 2014. Lecture Notes in Computer Science, vol 8671. Springer, Cham. https://doi.org/10.1007/978-3-319-11331-9_70

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-11331-9_70

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-11330-2

  • Online ISBN: 978-3-319-11331-9

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics