Balancing a Two-Wheeled Mobile Robot using Adaptive Control

被引:0
|
作者
Al-Jlailaty, Hussein [1 ]
Jomaa, Hadi [2 ]
Daher, Naseem [2 ]
Asmar, Daniel [1 ]
机构
[1] Amer Univ Beirut, Mech Engn Dept, Beirut, Lebanon
[2] Amer Univ Beirut, Elect & Comp Engn Dept, Beirut, Lebanon
关键词
ISTR; two-wheeled mobile robot; adaptive controller; recursive least squares; inverted pendulum;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, an adaptive controller is developed for the famous inverted pendulum problem presented as the two-wheeled mobile robot (TWMR). The inverted pendulum by nature is an unstable system, and may be subjected to severe changes either in the environment, or in the character of disturbances. The objective of the controller is to keep the TWMR in upright position, and prevent it from tipping over when subjected to either unexpected impulses, or to shifted weights along its chassis. We choose the Indirect Self-Tuning Regulator (ISTR) in order to observe the parameters of our system, which are updated via Recursive Least-Squares method that is inherent in the formulation of the ISTR. Experimental results validate the effectiveness of the proposed method.
引用
收藏
页数:7
相关论文
共 50 条
  • [21] Modeling, Control of a Two-Wheeled Self-Balancing Robot
    Jamil, Osama
    Jamil, Mohsin
    Ayaz, Yasar
    Ahmad, Khubab
    [J]. 2014 INTERNATIONAL CONFERENCE ON ROBOTICS AND EMERGING ALLIED TECHNOLOGIES IN ENGINEERING (ICREATE), 2014, : 191 - 199
  • [22] Comparison of two efficient control strategies for two-wheeled balancing robot
    Majczak, Michal
    Wawrzynski, Pawel
    [J]. 2015 20TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS (MMAR), 2015, : 744 - 749
  • [23] Kinematic Analysis of a Two-Wheeled Self-Balancing Mobile Robot
    Chhotray, Animesh
    Pradhan, Manas K.
    Pandey, Krishna K.
    Parhi, Dayal R.
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SIGNAL, NETWORKS, COMPUTING, AND SYSTEMS (ICSNCS 2016), VOL 2, 2016, 396 : 87 - 93
  • [24] Dynamic modeling of a two-wheeled inverted pendulum balancing mobile robot
    Sangtae Kim
    SangJoo Kwon
    [J]. International Journal of Control, Automation and Systems, 2015, 13 : 926 - 933
  • [25] Balancing and Trajectory Tracking of Two-Wheeled Mobile Robot Using Backstepping Sliding Mode Control: Design and Experiments
    Esmaeili, Nasim
    Alfi, A.
    Khosravi, Hossein
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2017, 87 (3-4) : 601 - 613
  • [26] Balancing and Trajectory Tracking of Two-Wheeled Mobile Robot Using Backstepping Sliding Mode Control: Design and Experiments
    Nasim Esmaeili
    Alireza Alfi
    Hossein Khosravi
    [J]. Journal of Intelligent & Robotic Systems, 2017, 87 : 601 - 613
  • [27] Applying order reduction model algorithm for balancing control problems of two-wheeled mobile robot
    Cong Huu Nguyen
    Kien Ngoc Vu
    Du Huy Dao
    [J]. PROCEEDINGS OF THE 2013 IEEE 8TH CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2013, : 1302 - 1307
  • [28] Two-Wheeled Self-Balancing Robot
    Paulescu, Flavius-Catalin
    Szeidert, Iosif
    Filip, Ioan
    Vasar, Cristian
    [J]. IEEE 15TH INTERNATIONAL SYMPOSIUM ON APPLIED COMPUTATIONAL INTELLIGENCE AND INFORMATICS (SACI 2021), 2021, : 33 - 38
  • [29] Clonal selection algorithm based control for two-wheeled self-balancing mobile robot
    Olmez, Yagmur
    Koca, Gonca Ozmen
    Akpolat, Zuhtu Hakan
    [J]. SIMULATION MODELLING PRACTICE AND THEORY, 2022, 118
  • [30] Suppression of Oscillations of a Two-Wheeled Balancing Robot
    Zhmud, Vadim
    Dimitrov, Lubomir
    Stukach, Oleg
    Ivoilov, Andrey
    Roth, Hubert
    Sablina, Galina
    [J]. 2019 DYNAMICS OF SYSTEMS, MECHANISMS AND MACHINES (DYNAMICS), 2019,