Adaptive Vehicle Parameter Identification in Speed Varying Situations

被引:0
|
作者
Akar, Mehmet [1 ]
Dere, Ali Dincer [1 ]
机构
[1] Bogazici Univ, Dept Elect & Elect Engn, TR-34342 Istanbul, Turkey
关键词
ROLLOVER PREVENTION; SYSTEM;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The objective of this paper is to identify several vehicle lateral and vertical dynamics parameters, including the horizontal center of gravity (CG) position and the CG height that has a major role in rollover. Least Squares and Kalman Filtering techniques are employed in order to propose a novel identification algorithm that is robust against speed variations, hence it can be coupled with a rollover controller effectively while identification is in progress. Extensive simulations are carried out in order to demonstrate the superior performance of the proposed method.
引用
收藏
页码:1440 / 1445
页数:6
相关论文
共 50 条
  • [1] Time-Varying Parameter Adaptive Vehicle Speed Control
    Kim, Hakgo
    Kim, Dongwook
    Shu, Insoo
    Yi, Kyongsu
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 65 (02) : 581 - 588
  • [2] Linear Parameter Varying Adaptive Control of an Unmanned Surface Vehicle
    Liu, Z. X.
    Yuan, C.
    Zhang, Y. M.
    [J]. IFAC PAPERSONLINE, 2015, 48 (16): : 140 - 145
  • [3] Weight-Varying Neural Network for Parameter Identification of Automatic Vehicle
    Lei, Huang
    Shi Yikai
    Yuan Xiaoqing
    Wang, Danwei
    Ming, Yu
    [J]. 2012 10TH IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS (INDIN), 2012, : 766 - 771
  • [4] Parameter Identification and Adaptive Control for Improved Vehicle Yaw Stability Performance
    Kahveci, Nazli E.
    Ioannou, Petros A.
    [J]. 49TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2010, : 2904 - 2909
  • [5] Adaptive Speed Bump With Vehicle Identification for Intelligent Traffic Flow Control
    Lin, Huei-Yung
    Ho, Cheng-Yu
    [J]. IEEE ACCESS, 2022, 10 : 68009 - 68016
  • [6] Identification of Affine Linear Parameter Varying Models for Adaptive Interventions in Fibromyalgia Treatment
    Lopes dos Santos, P.
    Deshpande, Sunil
    Rivera, Daniel E.
    Azevedo-Perdicoulis, T-P
    Ramos, J. A.
    Younger, Jarred
    [J]. 2013 AMERICAN CONTROL CONFERENCE (ACC), 2013, : 1976 - 1981
  • [7] Parameter identification and adaptive predictive control of time-varying delay systems
    Gao, W
    Ma, GF
    Zhou, ML
    Li, YC
    Li, Y
    [J]. PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9, 2005, : 609 - 613
  • [8] ADAPTIVE PARAMETER IDENTIFICATION
    KAUFMAN, H
    BEAULIER, D
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1972, AC17 (05) : 729 - &
  • [9] Online adaptive parameter identification of an unmanned surface vehicle without persistency of excitation
    Yue, Jiawang
    Liu, Lu
    Gu, Nan
    Peng, Zhouhua
    Wang, Dan
    Dong, Yi
    [J]. OCEAN ENGINEERING, 2022, 250
  • [10] Identification of linear parameter varying models
    Bamieh, B
    Giarré, L
    [J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2002, 12 (09) : 841 - 853