Switching between Limit Cycles in a Model of Running Using Exponentially Stabilizing Discrete Control Lyapunov Function

07/07/2018
by   Pranav A. Bhounsule, et al.
0

This paper considers the problem of switching between two periodic motions, also known as limit cycles, to create agile running motions. For each limit cycle, we use a control Lyapunov function to estimate the region of attraction at the apex of the flight phase. We switch controllers at the apex, only if the current state of the robot is within the region of attraction of the subsequent limit cycle. If the intersection between two limit cycles is the null set, then we construct additional limit cycles till we are able to achieve sufficient overlap of the region of attraction between sequential limit cycles. Additionally, we impose an exponential convergence condition on the control Lyapunov function that allows us to rapidly transition between limit cycles. Using the approach we demonstrate switching between 5 limit cycles in about 5 steps with the speed changing from 2 m/s to 5 m/s.

READ FULL TEXT

page 1

page 5

research
03/28/2022

New insights into four-boson renormalization group limit cycles

Using machine learning techniques, we verify that the emergence of renor...
research
08/22/2020

On Cycles of Generalized Collatz Sequences

We explore the cycles and convergence of Generalized Collatz Sequence, w...
research
11/15/2021

Three-body renormalization group limit cycles based on unsupervised feature learning

Both the three-body system and the inverse square potential carry a spec...
research
10/07/2021

Unprovability results for clause set cycles

The notion of clause set cycle abstracts a family of methods for automat...
research
05/28/2022

Zero-Hopf Bifurcation of Limit Cycles in Certain Differential Systems

This paper studies the number of limit cycles that may bifurcate from an...
research
10/01/2018

Safe Adaptive Switching among Dynamical Movement Primitives: Application to 3D Limit-Cycle Walkers

Complex motions for robots are frequently generated by switching among a...
research
07/29/2019

Efficient simulation of DC-AC power converters using Multirate Partial Differential Equations

Switch-mode power converters are used in various applications to convert...

Please sign up or login with your details

Forgot password? Click here to reset