Cascade Predictive Control of an Autonomous Vehicle

被引:3
|
作者
Raffo, Guilherme V. [1 ]
Normey-Rico, Julio E. [2 ]
Rubio, Francisco R. [1 ]
Kelber, Christian R. [3 ]
机构
[1] Univ Seville, Dpto Ingn Sistemas & Automat, Escuela Tecn Super Ingenieros, Seville 41092, Spain
[2] Univ Fed Santa Catarina, Dpto Automacao & Sistemas, Ctr Tecnol CTC, BR-88040900 Florianopolis, SC, Brazil
[3] DHB Componentes Automotivos SA, BR-90200290 Porto Alegre, RS, Brazil
关键词
Autonomous vehicle; predictive control; path following; side-slip control;
D O I
10.1016/S1697-7912(09)70077-9
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents the design of a predictive controller based oil lateral and longitudinal dynamics model of ail autonomous vehicle. The proposed controller implements by means of a cascade structure with the vehicle kinematics control to obtain the benefits wished at high speeds for the path following problem. A decentralized predictive controller based on the linearized dynamic model of the vehicle is used. Experimental results obtained by using the kinematic controller and simulation results using the proposed cascade controller are shown to corroborate the theoretical analysis. Copyright (C) 2009 CEA.
引用
收藏
页码:63 / +
页数:13
相关论文
共 50 条
  • [21] Autonomous Vehicle Longitudinal Following Control Based On Model Predictive Control
    Wang Qiu
    Qu Ting
    Yu Shuyou
    Guo Hongyan
    Chen Hong
    2015 34TH CHINESE CONTROL CONFERENCE (CCC), 2015, : 8126 - 8131
  • [22] A Model Predictive Control Scheme for Autonomous Underwater Vehicle Formation Control
    Gomes, Rui
    Pereira, Fernando Lobo
    2018 13TH APCA INTERNATIONAL CONFERENCE ON CONTROL AND SOFT COMPUTING (CONTROLO), 2018, : 195 - 200
  • [23] Diving Control of Autonomous Underwater Vehicle Based on Cascade Control and Tracking Differentiator
    Jiang Zhibin
    Liu Tiejun
    Xu Huixi
    Wang Fuli
    OCEANS 2016 - SHANGHAI, 2016,
  • [24] Proximate Model Predictive Control Strategy for Autonomous Vehicle Lateral Control
    Lee, Seung-Hi
    Lee, Young Ok
    Son, Youngseop
    Chung, Chung Choo
    2011 11TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2011, : 590 - 595
  • [25] Proximate Model Predictive Control Strategy for Autonomous Vehicle Lateral Control
    Lee, Seung-Hi
    Lee, Young Ok
    Kim, Bo-Ah
    Chung, Chung Choo
    2012 AMERICAN CONTROL CONFERENCE (ACC), 2012, : 3605 - 3610
  • [26] Model Predictive Control With Learned Vehicle Dynamics for Autonomous Vehicle Path Tracking
    Rokonuzzaman, Mohammad
    Mohajer, Navid
    Nahavandi, Saeid
    Mohamed, Shady
    IEEE ACCESS, 2021, 9 : 128233 - 128249
  • [27] Predictive Control of an Autonomous Ground Vehicle for Lane-Keeping
    Ahmed, Sharmin
    Rahiman, Wan
    ADVANCED SCIENCE LETTERS, 2016, 22 (10) : 2642 - 2646
  • [28] An Adaptive and Predictive Controller Design for Lateral Control of an Autonomous Vehicle
    Ercan, Ziya
    Gokasan, Metin
    Borrelli, Francesco
    2017 IEEE INTERNATIONAL CONFERENCE ON VEHICULAR ELECTRONICS AND SAFETY (ICVES), 2017, : 13 - 18
  • [29] Hierarchical Model Predictive Control for Autonomous Vehicle Area Coverage
    Ibrahim, M.
    Matschek, J.
    Morabito, B.
    Findeisen, R.
    IFAC PAPERSONLINE, 2019, 52 (12): : 79 - 84
  • [30] Autonomous Vehicle Lateral Maneuvering by Approximate Explicit Predictive Control
    Choi, Woo Young
    Kim, Dae Jung
    Kang, Chang Mook
    Lee, Seung-Hi
    Chung, Chung Choo
    2018 ANNUAL AMERICAN CONTROL CONFERENCE (ACC), 2018, : 4739 - 4744