activity
20182020
most citedModeling and Control of Soft Robots Using the Koopman Operator and Model Predictive Control

3 citations · 3 across the 3 of their papers we have counts for

collaborators

6 papers

cs.RO2020

Advantages of Bilinear Koopman Realizations for the Modeling and Control of Systems with Unknown Dynamics

Daniel Bruder, Xun Fu, Ram Vasudevan

Nonlinear dynamical systems can be made easier to control by lifting them into the space of observable functions, where their evolution is described by the linear Koopman operator.…

cs.RO2020

Emulating duration and curvature of coral snake anti-predator thrashing behaviors using a soft-robotic platform

Shannon M. Danforth, Margaret Kohler, Daniel Bruder +4

This paper presents a soft-robotic platform for exploring the ecological relevance of non-locomotory movements via animal-robot interactions. Coral snakes (genus Micrurus) and thei…

cs.RO2020

Koopman-based Control of a Soft Continuum Manipulator Under Variable Loading Conditions

Daniel Bruder, Xun Fu, R. Brent Gillespie +2

Controlling soft continuum manipulator arms is difficult due to their infinite degrees of freedom, nonlinear material properties, and large deflections under loading. This paper pr…

cs.RO20193 cited

Modeling and Control of Soft Robots Using the Koopman Operator and Model Predictive Control

Daniel Bruder, Brent Gillespie, C. David Remy +1

Controlling soft robots with precision is a challenge due in large part to the difficulty of constructing models that are amenable to model-based control design techniques. Koopman…

cs.RO2018

Nonlinear System Identification of Soft Robot Dynamics Using Koopman Operator Theory

Daniel Bruder, C. David Remy, Ram Vasudevan

Soft robots are challenging to model due in large part to the nonlinear properties of soft materials. Fortunately, this softness makes it possible to safely observe their behavior…

cs.RO2018

Force Generation by Parallel Combinations of Fiber-Reinforced Fluid-Driven Actuators

Daniel Bruder, Audrey Sedal, Ram Vasudevan +1

The compliant structure of soft robotic systems enables a variety of novel capabilities in comparison to traditional rigid-bodied robots. A subclass of soft fluid-driven actuators…