Automatic landing control using particle swarm optimization

被引:0
|
作者
Juang, JG [1 ]
Lin, BS [1 ]
Chin, KC [1 ]
机构
[1] Natl Taiwan Ocean Univ, Dept Commun & Guidance Engn, Chilung 20224, Taiwan
关键词
particle swarm optimization; automatic landing system; fuzzy-neural controller;
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
This paper proposes an intelligent aircraft automatic landing controller that uses fuzzy-neural controller with particle swarm optimization to improve the performance of conventional automatic landing system. Control gains are selected by a parameter searching method called particle swarm theory. Comparisons on different control schemes are given. Simulation results show that the proposed automatic landing controller can successfully expand the safety envelope of an aircraft to include severe wind disturbance environments without using the conventional gain scheduling technique.
引用
收藏
页码:721 / 726
页数:6
相关论文
共 50 条
  • [1] Automatic mining of model predictive control using particle swarm optimization
    Suzuki, Ryohei
    Kawai, Fukiko
    Ito, Hideyuki
    Nakazawa, Chikashi
    Fukuyama, Yoshikazu
    Aiyoshi, Eitaro
    [J]. 2007 IEEE SWARM INTELLIGENCE SYMPOSIUM, 2007, : 221 - +
  • [2] Fuzzy Clustering Using Automatic Particle Swarm Optimization
    Chen, Min
    Ludwig, Simone A.
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2014, : 1545 - 1552
  • [3] SOME PROBLEMS HANDLED BY PARTICLE SWARM OPTIMIZATION IN AUTOMATIC CONTROL
    Sandou, Guillaume
    [J]. ECTA 2011/FCTA 2011: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON EVOLUTIONARY COMPUTATION THEORY AND APPLICATIONS AND INTERNATIONAL CONFERENCE ON FUZZY COMPUTATION THEORY AND APPLICATIONS, 2011, : 315 - 319
  • [4] Multimodal control parameter optimization for aircraft longitudinal automatic landing via the hybrid particle swarm-BFGS algorithm
    Bian, Qi
    Nener, Brett
    Li, Ting
    Wang, Xinmin
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING, 2019, 233 (12) : 4482 - 4491
  • [5] Automatic Navigation of a Wheeled Mobile Robot Using Particle Swarm Optimization and Fuzzy Control
    Chung, Hung-Yuan
    Hou, Chun-Cheng
    Liu, Shih-Chun
    [J]. 2013 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2013,
  • [6] Optimization of automatic steering control on a vehicle with a steer-by-wire system using particle swarm optimization
    Hunaini, Fachrudin
    Robandi, Imam
    Sutantra, Nyoman
    [J]. TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2016, 24 (02) : 541 - 557
  • [7] Automatic radiotherapy treatment planning using Particle Swarm Optimization
    Kuenzel, L. A.
    Leibfarth, S.
    Dohm, O. S.
    Mueller, A.
    Zips, D.
    Thorwarth, D.
    [J]. RADIOTHERAPY AND ONCOLOGY, 2019, 133 : S491 - S492
  • [8] Automatic Modeling of Fuzzy Systems Using Particle Swarm Optimization
    Costa, Sergio Oliveira, Jr.
    Nedjah, Nadia
    Mourelle, Luiza de Macedo
    [J]. ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, PT I, 2010, 6113 : 35 - +
  • [9] An Automatic Stock Trading System using Particle Swarm Optimization
    Worasucheep, Chukiat
    Nuannimnoi, Sirapop
    Khamvichit, Ratchanon
    Attagonwantana, Papon
    [J]. 2017 14TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY (ECTI-CON), 2017, : 497 - 500
  • [10] Biped Robot Control Using Particle Swarm Optimization
    Rokbani, Nizar
    Benbousaada, Elhoucine
    Ammar, Boudour
    Alimi, Adel M.
    [J]. 2010 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2010), 2010,