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Shift Map Calibration Method for Intelligent Transmission System  

김종수 (중앙대학교 전자전기공학부)
김성주 (중앙대학교 전자전기공학부)
최우경 (중앙대학교 전자전기공학부)
전홍태 (중앙대학교 전자전기공학부)
Publication Information
Abstract
Most vehicles having automatic transmission system use fixed standard shift map to provide automatic transmission for driver. In this case, driver who operates vehicle may be complaint with the fixed transmission pattern being different from the driver's intention. In this paper, therefore, to infer the driver's intention module for learning the driver's intention with related input variables using soft computing method is proposed. After inference, the standard shift map will be shifted according to a certain parameter decided from the proposed module for providing proper shift pattern. The efficiency of the proposed module is evaluated by the data acquired from real time driving.
Keywords
Automatic Transmission System; Shift Map; Inference; Module Structure; Soft Computing;
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  • Reference
1 S.Chen, S.A. Billings, and P.M. Grant, Nonlinear system identification using neural networks, Int. Jr. Contr., Vol. 51, no. 6, pp. 1191-1214, 1990   DOI
2 H. Miyamoto, M. Kawato, T. Setoyama, and R. Suzuki, Feedback error-leraning neural network for trajectory control of a robotic manipulator, Neural Networks, Vol. 1,no. 3, 1988   DOI   ScienceOn
3 S. G. Tzafestas, Advances in Intelligent Autonomous Systems, Kluwer Academic publishers, 1999
4 D. Psaltis, A. Sideris, and A.A. Yamamura, A multilayered neural network controller, IEEE Contr. Syst. Mag., vol 8, pp. 17-21, Apr. 1988   DOI   ScienceOn
5 S. R. Chi, R. Shouresshi, and M. Tenorio, Neural networks for system identification, IEEE Contr. Syst. Mag., Vol. 10, pp, 31-34, 1990   DOI   ScienceOn
6 I. Sakai, S. Sakaguchi, T. Haga, Shift Scheduling Method of Automatic Transmission Vehicles with Application of Fuzzy Logic, 23rd FISITA Congress, Vol. 1, pp. 304-347, 1990
7 지창헌, 방중철, 오영택, 홍명석, 자동차공학개론, 오토테크, 2003
8 R. K. Jurgen, Automotive Electronics Handbook, McGraw-Hill, 1997
9 A. Konar, Artificial Intelligence and Soft Computing, CRC Press, 2000
10 G. W. Irwin, K. Warwick, K, and K, J. Hunt, Neural Network Applications in Control, The Institution of Electrical Engineers, 1995