A Self-Exciting Controller for High-Speed Vertical Running

被引:11
|
作者
Lynch, Goran A. [1 ]
Clark, Jonathan E. [2 ]
Koditschek, Daniel [1 ]
机构
[1] Univ Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USA
[2] FAMU & FSU Coll Engn, Dept Engn Mech, Tallahassee, FL USA
关键词
ROBOT; MODELS; RHEX;
D O I
10.1109/IROS.2009.5354095
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Traditional legged runners and climbers have relied heavily on gait generators in the form of internal clocks or reference trajectories. In contrast, here we present physical experiments with a fast, dynamical, vertical wall climbing robot accompanying a stability proof for the controller that generates it without any need for an additional internal clock or reference signal. Specifically, we show that this "self-exciting" controller does indeed generate an "almost" globally asymptotically stable limit cycle: the attractor basin is as large as topologically possible and includes all the state space excluding a set with empty interior. We offer an empirical comparison of the resulting climbing behavior to that achieved by a more conventional clock-generated gait trajectory tracker. The new, self-exciting gait generator exhibits a marked improvement in vertical climbing speed, in fact setting a new benchmark in dynamic climbing by achieving a vertical speed of 1.5 body lengths per second.
引用
收藏
页码:631 / 638
页数:8
相关论文
共 50 条
  • [41] Nonlinear feedback and coupling in self-exciting dynamos
    Hide, Raymond
    GEOPHYSICAL AND ASTROPHYSICAL FLUID DYNAMICS, 2011, 105 (2-3): : 248 - 255
  • [42] STOCHASTIC-PROCESSES IN SELF-EXCITING SYSTEMS
    WINDRICH, H
    ZEITSCHRIFT FUR ANGEWANDTE MATHEMATIK UND MECHANIK, 1988, 68 (04): : T138 - T140
  • [43] Are high-speed elephants running or walking?
    不详
    JOURNAL OF EXPERIMENTAL BIOLOGY, 2006, 209 (19): : I - I
  • [44] ECONOMIC HIGH-SPEED RUNNING OF RAILWAYS
    JONES, S
    ELECTRONICS AND POWER, 1975, 21 (02): : 100 - 104
  • [45] High-speed Bipedal Robot Running Using High-speed Visual Feedback
    Tamada, Tomoki
    Ikarashi, Wataru
    Yoneyama, Daiki
    Tanaka, Kazuhito
    Yamakawa, Yuji
    Senoo, Taku
    Ishikawa, Masatoshi
    2014 14TH IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS), 2014, : 140 - 145
  • [46] DETECTING ABRUPT CHANGES IN HIGH-DIMENSIONAL SELF-EXCITING POISSON PROCESSES
    Wang, Daren
    Yu, Yi
    Willett, Rebecca
    STATISTICA SINICA, 2023, 33 : 1653 - 1671
  • [47] A class of spatially correlated self-exciting statistical models
    Clark, Nicholas J.
    Dixon, Philip M.
    SPATIAL STATISTICS, 2021, 43
  • [48] Bursting transition in a linear self-exciting point process
    Onaga, Tomokatsu
    Shinomoto, Shigeru
    PHYSICAL REVIEW E, 2014, 89 (04):
  • [49] The Law of Large Numbers for self-exciting correlated defaults
    Cvitanic, Jaksa
    Ma, Jin
    Zhang, Jianfeng
    STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 2012, 122 (08) : 2781 - 2810
  • [50] Coupled Self-Exciting Process for Information Diffusion Prediction
    Liu, Yuyang
    Ma, Yuxiang
    Gao, Junruo
    Zhao, Zefang
    Li, Jun
    19TH IEEE INTERNATIONAL SYMPOSIUM ON PARALLEL AND DISTRIBUTED PROCESSING WITH APPLICATIONS (ISPA/BDCLOUD/SOCIALCOM/SUSTAINCOM 2021), 2021, : 1394 - 1401