Empirical Data-Driven Linear Model of a Swimming Robot Using the Complex Delay-Embedding DMD Technique
Biomimetics,
Год журнала:
2025,
Номер
10(1), С. 60 - 60
Опубликована: Янв. 16, 2025
Anguilliform
locomotion,
an
efficient
aquatic
locomotion
mode
where
the
whole
body
is
engaged
in
fluid-body
interaction,
contains
sophisticated
physics.
We
hypothesized
that
data-driven
modeling
techniques
may
extract
models
or
patterns
of
swimmers'
dynamics
without
implicitly
measuring
hydrodynamic
variables.
This
work
proposes
empirical
kinematic
control
and
a
soft
swimming
robot.
The
robot
comprises
six
serially
connected
segments
can
individually
bend
with
segmental
pneumatic
artificial
muscles.
Kinematic
equations
relations
are
proposed
to
measure
desired
actuation
mimic
anguilliform
kinematics.
was
tested
experimentally
position
velocities
spatially
digitized
points
were
collected
using
QualiSys®
Tracking
Manager
(QTM)
1.6.0.1.
data
analyzed
offline,
proposing
new
complex
variable
delay-embedding
dynamic
decomposition
(CDE
DMD)
algorithm
combines
state
filtering
time
embedding
linear
approximate
model.
While
experimental
results
exhibited
exotic
curves
phase
plane
series,
analysis
showed
extracts
chaotic
modes
contributing
data.
It
concluded
be
described
by
linearized
model
interrupted
modes.
technique
successfully
coherent
from
limited
measurements
linearizes
system
dynamics.
Язык: Английский
A multi-chamber soft robot for transesophageal echocardiography: continuous kinematic matching control of soft medical robots
Biomedical Engineering / Biomedizinische Technik,
Год журнала:
2024,
Номер
69(6), С. 609 - 621
Опубликована: Июль 19, 2024
Abstract
Objectives
This
research
investigates
designing
a
continuum
soft
robot
and
proposing
kinematic
matching
control
to
enable
the
perform
specified
medical
task,
which
in
this
paper
is
transesophageal
echocardiography
(TEE).
Methods
A
multi-chamber
was
designed
fabricated
based
on
molding
of
separate
layers.
The
method
transformation
matrices
used
develop
models,
using
Jacobian
proposed
manipulate
robot.
Results
prototype
made
multi-layer
design.
system
contains
three
segments
that
can
be
actuated
independently
mimic
active
bending
part
respective
probe.
Kinematic
models
were
developed.
Negative
pressure
(vacuum)
as
actuation
input.
An
open-loop
controller
inspired
by
redundancy
resolution
technique
make
tip
follow
desired
path,
i.e.
path
rigid
ultrasound
Conclusions
It
concluded
solution
required
task
reachable
points
TEE
cover
workspace
for
maneuvering
arbitrary
trajectories.
Язык: Английский