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TECHNICAL PAPERS

Reliability Indexed Sensor Fusion and Its Application to Vehicle Velocity Estimation

[+] Author and Article Information
Hyeongcheol Lee

Division of Electrical and Computer Engineering, Hanyang University, Sungdong-ku, Hangdang-dong 17th, Seoul, Korea 133-791

J. Dyn. Sys., Meas., Control 128(2), 236-243 (Jun 13, 2006) (8 pages) doi:10.1115/1.1849238 History: Received October 03, 2001; Revised November 22, 2004; Online June 13, 2006
Copyright © 2006 by ASME
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References

Hall, D. L., 1992, Mathematical Techniques in Multisensor Data Fusion, Artech House, Norwood, MA.
Gan,  Q., and Harris,  C. J., 2001, “Comparison of Two Measurement Fusion Methods for Kalman Filter Based Multisensor Data Fusion,” IEEE Trans. Aerosp. Electron. Syst., 37, pp. 273–280.
Mazor,  E., Averbuch,  A., and Bar-Shalom,  Y., 1998, “Interacting Multiple Model Methods in Target Tracking: A Survey,” IEEE Trans. Aerosp. Electron. Syst., 34, pp. 103–123.
Cheng,  K. C., Saha,  R. K., and Bar-Shalom,  Y., 1997, “On Optimal Track-to-Track Fusion,” IEEE Trans. Aerosp. Electron. Syst., 33, pp. 1271–1276.
Smith,  S. E., Saha,  R. K., and Bar-Shalom,  Y., 1998, “An Efficient Algorithm for Multisensor Track Fusion,” IEEE Trans. Aerosp. Electron. Syst., 34, pp. 200–210.
Petersen, I. R., and Savkin, A. V., 1999, Robust Kalman Filtering for Signals and Systems with Large Uncertainties, Birkhauser, Boston.
Lee, H., 1997, “Robust Adaptive Control Using a Universal Approximator With Application to Vehicle Motion Control for IVHS,” Ph.D. dissertation, UC Berkeley, Berkeley, CA.
Mehra,  R. K., 1972, “Approaches to Adaptive Filtering,” IEEE Trans. Autom. Control, AC-17, pp. 693–698.
Senger, K. H., and Kortum, W., 1989, “Investigations on State Observers for the Lateral Dynamics of Four-Wheel Steered Vehicles,” Proceedings of 11th International Association for Vehicle System Dynamics (IAVSD) Symposium, Kingston, Ontario, Canada.
Farrelly, J., and Wellstead, P., 1996, “Estimation of Vehicle Lateral Velocity Using State Observers,” Proceedings of the 1996 IEEE International Conference on Control Applications, Dearborn, MI.
Gustafsson, F. et al., 2001, “Sensor Fusion for Accurate Computation of Yaw Rate and Absolute Velocity,” SAE 2001-01-1064.
Cao, C.-T., 1994, “Method of Obtaining the Yawing Velocity and/or Transverse Velocity of a Vehicle,” US Patent 5,311,431.
Hac, A., and Simpson, M. D., 2000, “Estimation of Vehicle Side Slip Angle and Yaw Rate,” SAE 2000-01-0696.
Jazwinski, A. H., 1970, Stochastic Processes and Filtering Theory, Academic Press, New York.
Anderson,  B. O. D., and Moore,  J. B., 1981, “Detectability and Stabilizability of Time Varying Discrete Time Linear Systems,” SIAM J. Control Optim., 19, pp. 20–32.
Bar-Shalom, Y., and Fortmann, T. E., 1988, Tracking and Data Association, Mathematics in Science and Engineering Vol. 179, Academic Press, New York.
Wong, J. Y., 2001, Theory of Ground Vehicles, 3rd ed., John Wiley & Sons, New York.
Tseng, H. E., 2000, “Dynamic Estimation of Road Bank Angle,” Proceedings of AVEC 2000, 5th International Symposium on Advanced Vehicle Control, Ann Arbor, MI.

Figures

Grahic Jump Location
Overall scheme of the RISF velocity estimation algorithm
Grahic Jump Location
Acceleration-coast-deceleration (on snow)
Grahic Jump Location
Mild handling (on snow)
Grahic Jump Location
Severe handling (on snow)

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