ヒューマノイドロボットのための運動量ベースバランス制御器の自動ゲイン調整
Automatic Gain Tuning of a Momentum Based Balancing Controller for Humanoid Robots
ヒューマノイドロボットの運動量ベースバランス制御器のゲインを自動調整する手法を提案し、iCubでシミュレーション検証した。
著者: Daniele Pucci, Gabriele Nava, Francesco Nori
分類: eess.SY, cs.RO, cs.SY
原文アブストラクト
This paper proposes a technique for automatic gain tuning of a momentum based balancing controller for humanoid robots. The controller ensures the stabilization of the centroidal dynamics and the associated zero dynamics. Then, the closed-loop, constrained joint space dynamics is linearized and the controller's gains are chosen so as to obtain desired properties of the linearized system. Symmetry and positive definiteness constraints of gain matrices are enforced by proposing a tracker for symmetric positive definite matrices. Simulation results are carried out on the humanoid robot iCub.
