Biped Robot Control Using Particle Swarm Optimization

被引:0
作者
Rokbani, Nizar [1 ]
Benbousaada, Elhoucine [1 ]
Ammar, Boudour [1 ]
Alimi, Adel M. [1 ]
机构
[1] Natl Sch Engn Sfax, Res Grp Intelligent Machines, Sfax, Tunisia
来源
2010 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2010) | 2010年
关键词
gait generation; legged locomotion; humanoid robotics; biped robot; PSO; LOCOMOTION;
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
In this paper we propose a method to generate gaits of a biped robot by a particle swarm optimization algorithm. The system generates angular positions for joints with an interpolate end segments positions to evaluate walking stability. The proposed PSO is adapted to generate angular position joints, Human walking stability criteria are used to check and validate the gaits. The experimental procedure includes a robot assembly and online test. Then an upper torso controller is introduced to correct walking stability and limits fall downs.
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页数:7
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共 24 条
  • [1] *BIOILD, 2008, BIOILD EXP MAN
  • [2] CHERIF BA, 2009, SCS 2009 NOV JERB TU
  • [3] Elloumi W, 2009, ISCII 2009: 4TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, PROCEEDINGS, P161, DOI 10.1109/ISCIII.2009.5342263
  • [4] Toward a human-like biped robot with compliant legs
    Iida, Fumiya
    Minelawa, Yohei
    Rummel, Juergen
    Seyfarth, Andre
    [J]. ROBOTICS AND AUTONOMOUS SYSTEMS, 2009, 57 (02) : 139 - 144
  • [5] Kennedy J, 1995, 1995 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS PROCEEDINGS, VOLS 1-6, P1942, DOI 10.1109/icnn.1995.488968
  • [6] KENNEDY J, 2001, M KAUFMANN SERIES EV
  • [7] KIM JJ, 2008, IEEE C HUM ROB 2008, P373
  • [8] MAJIMA K, 1999, ELECT ENG JAPAN REV, V129
  • [9] Learning biped locomotion - Application of poincare-map-based reinforcement learning
    Morimoto, Jun
    Atkeson, Christopher G.
    [J]. IEEE ROBOTICS & AUTOMATION MAGAZINE, 2007, 14 (02) : 41 - 51
  • [10] Niehaus C, 2007, 2 WORKSH HUM SOCC RO