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.
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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)
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)
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)
Sabatini, A.M.: Kalman-Filter-Based Orientation Determination Using Inertial/Magnetic Sensors: Observability Analysis and Performance Evaluation. Sensors (2011)
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)
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)
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)
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)
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)
Shuster, M.D., Oh, S.D.: Three-Axis Attitude Determination from Vector Observations. Journal of Guidance and Control 4(1), 70–77 (1981)
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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
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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
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