TY - JOUR
T1 - Strict Nonlinear Normal Modes of Systems Characterized by Scalar Functions on Riemannian Manifolds
AU - Albu-Schaffer, Alin
AU - Lakatos, Dominic
AU - Stramigioli, Stefano
N1 - Funding Information:
Thisworkwas supported by the ERC Advanced Grants M-RUNNERS Project 835284 and PORTWINGS Project 787675.
Publisher Copyright:
© 2016 IEEE.
PY - 2021/4/1
Y1 - 2021/4/1
N2 - 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.
AB - 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.
KW - 2022 OA procedure
KW - Control
KW - Dynamics
KW - Flexible Robotics
KW - Linear systems
KW - Manifolds
KW - Measurement
KW - Modeling
KW - Nonlinear systems
KW - Robot kinematics
KW - Robots
KW - Tensors
KW - and Learning for Soft Robots
UR - http://www.scopus.com/inward/record.url?scp=85101782130&partnerID=8YFLogxK
U2 - 10.1109/LRA.2021.3061303
DO - 10.1109/LRA.2021.3061303
M3 - Article
AN - SCOPUS:85101782130
SN - 2377-3766
VL - 6
SP - 1910
EP - 1917
JO - IEEE Robotics and automation letters
JF - IEEE Robotics and automation letters
IS - 2
M1 - 9361317
ER -