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Mathematical Problems in Engineering
Volume 2016, Article ID 3107910, 7 pages
http://dx.doi.org/10.1155/2016/3107910
Research Article

Vehicle Sideslip Angle Estimation Based on General Regression Neural Network

School of Automotive and Traffic Engineering, Jiangsu University of Technology, Jiangsu, Changzhou 213001, China

Received 15 September 2015; Revised 17 March 2016; Accepted 24 March 2016

Academic Editor: Fei Liu

Copyright © 2016 Wang Wei et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. A. van Zanten, “Bosch ESP systems: 5 years of experience,” SAE Technical Paper 2000-01-1633, SAE International, 2000. View at Publisher · View at Google Scholar
  2. S.-H. You, J.-O. Hahn, and H. Lee, “New adaptive approaches to real-time estimation of vehicle sideslip angle,” Control Engineering Practice, vol. 17, no. 12, pp. 1367–1379, 2009. View at Publisher · View at Google Scholar · View at Scopus
  3. S. Shuming, H. Lupker, and P. Bremmer, “Estimation of vehicle side slip angle based on fuzzy logic,” Automotive Engineering, vol. 27, no. 4, pp. 426–430, 2005. View at Google Scholar
  4. P. J. T. Venhovens and K. Naab, “Vehicle dynamics estimation using Kalman filters,” Vehicle System Dynamics, vol. 32, no. 2, pp. 171–184, 1999. View at Publisher · View at Google Scholar · View at Scopus
  5. B.-C. Chen and F.-C. Hsieh, “Sideslip angle estimation using extended Kalman filter,” Vehicle System Dynamics, vol. 46, no. 1, pp. 353–364, 2008. View at Publisher · View at Google Scholar · View at Scopus
  6. L. Li, J. Song, L. Kong, and Q. Huang, “Vehicle velocity estimation for real-time dynamic stability control,” International Journal of Automotive Technology, vol. 10, no. 6, pp. 675–685, 2009. View at Publisher · View at Google Scholar · View at Scopus
  7. Y. Fukada, “Slip-angle estimation for vehicle stability control,” Vehicle System Dynamics, vol. 32, no. 4, pp. 375–388, 1999. View at Publisher · View at Google Scholar · View at Scopus
  8. W. J. Manning and D. A. Crolla, “A review of yaw rate and sideslip controllers for passenger vehicles,” Transactions of the Institute of Measurement and Control, vol. 29, no. 2, pp. 117–135, 2007. View at Publisher · View at Google Scholar · View at Scopus
  9. H. Sasaki and T. Nishimaki, “A side-slip angle estimation using neural network for a wheeled vehicle,” SAE 2000-01-0695, 2000. View at Google Scholar
  10. A. M. A. Haidar, M. W. Mustafa, F. A. F. Ibrahim, and I. A. Ahmed, “Transient stability evaluation of electrical power system using generalized regression neural networks,” Applied Soft Computing, vol. 11, no. 4, pp. 3558–3570, 2011. View at Publisher · View at Google Scholar · View at Scopus
  11. I. J. Su, C. C. Tsai, and W. T. Sung, “Comparison of BP and GRNN algorithm for factory monitoring,” Applied Mechanics and Materials, vol. 52–54, pp. 2105–2110, 2011. View at Publisher · View at Google Scholar · View at Scopus
  12. S. Hideaki and N. Takatoshi, “A side-slip angle estimation using neural network for a wheeled vehicle,” SAE Technical Paper 2000-01-0695, SAE International, 2000. View at Publisher · View at Google Scholar