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基于模糊逻辑的车辆侧偏角估计方法 被引量:29

Estimation of Vehicle Side Slip Angle Based on Fuzzy Logic
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摘要 提出了一种基于模糊逻辑的汽车侧偏角估计方法。它利用模糊逻辑和汽车运动学模型,将汽车转向盘转角、车轮转速、汽车加速度和横摆角速度信息相融合,进行车辆侧偏角估计。试验结果显示,该方法的鲁棒性和精确性较好,而且响应频率较高,可以满足ESP的控制需要。 A fuzzy logic-based algorithm for estimating vehicle sideslip angle is proposed using the combined information of steering wheel angle, wheel rotating speed, vehicle acceleration and yaw rate. The results show that the algorithm is robust and accurate with higher response frequency, meeting the control requirements of electronic stability program.
出处 《汽车工程》 EI CSCD 北大核心 2005年第4期426-430,共5页 Automotive Engineering
关键词 车辆动力学 侧偏角 状态估计 模糊逻辑 估计方法 车辆 运动学模型 车轮转速 速度信息 响应频率 Vehicle dynamics, Side slip angle, State estimation, Fuzzy logic
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参考文献6

  • 1Aleksander Hac, Simpson Melinda D. Estimation of Vehicle Side Slip Angle and Yaw Rate. SAE Paper 2000 - 01 - 0696.
  • 2Matthew Brach R, Brach Raymond M. Modeling Combined Braking and Steering Tire Forces. SAE Paper 2000- 01 -0357.
  • 3Hideaki Sasaki, Takatoshl Nishlmaki. A Side-sllp Angle Estimation Using Neural Network for a Wheeled Vehicle. SAE Paper 2000 - 01- 0695.
  • 4Joost Zuurbier, Paul Bremmer. State Estimation for Integrated Vehicle Dynamics Control. 2002 IV International Meetlng,Paris. 2002.
  • 5Raf Klein, Armin Daiβ, Herberl Eichfeld. Amilock braking System and Vehicle Speed Estimation Using Fuzzy Logic. Fuzzy Application Library of Matlab 6.0,2001.
  • 6Kiencke U, Nielsen L.. Aulomotive Control Systems. Springer-verlag Berlin Heidelberg New York,2000.

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