4.6 Article

Strict Nonlinear Normal Modes of Systems Characterized by Scalar Functions on Riemannian Manifolds

Journal

IEEE ROBOTICS AND AUTOMATION LETTERS
Volume 6, Issue 2, Pages 1910-1917

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/LRA.2021.3061303

Keywords

Dynamics; flexible robotics; modeling; control; And learning for soft robots

Categories

Funding

  1. ERC [835284, 787675]
  2. European Research Council (ERC) [835284, 787675] Funding Source: European Research Council (ERC)

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This paper discusses different generalizations of linear oscillation modes to nonlinear systems and proposes necessary and sufficient conditions for the existence of strict oscillation modes on systems with a Riemannian metric and a potential field. Additionally, a constructive example in the case of an elastic double pendulum demonstrates the method of designing such modes.
For the study of highly nonlinear, conservative dynamic systems, finding special periodic solutions which can be seen as generalization of the well-known normal modes of linear systems is very attractive. However, the study of low-dimensional invariant manifolds in the form of nonlinear normal modes is rather a niche topic, treated mainly in the context of structural mechanics for systems with Euclidean metrics, i.e., for point masses connected by nonlinear springs. In our previous research [1], [16], [17] we recognized, however, that a very rich structure of periodic and low-dimensional solutions exist also within nonlinear systems such as elastic multi-body systems encountered in the biomechanics of humans and animals or of humanoid and quadruped robots, which are characterized by a non-constant metric tensor. This letter briefly discusses different generalizations of linear oscillation modes to nonlinear systems and proposes a definition of strict nonlinear normal modes, which matches most of the relevant properties of the linear modes. The main contributions are a theorem providing necessary and sufficient conditions for the existence of strict oscillation modes on systems endowed with a Riemannian metric and a potential field as well as a constructive example of designing such modes in the case of an elastic double pendulum.

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