Advances in EMG measurement techniques, analysis procedures, and the impact of muscle mechanics on future requirements for the methodology
Journal of Biomechanics,
Год журнала:
2023,
Номер
156, С. 111687 - 111687
Опубликована: Июнь 15, 2023
Язык: Английский
Wearable physiological monitoring of physical exercise and mental health: A systematic review
Опубликована: Янв. 1, 2025
Язык: Английский
Applications of wearable sensors in upper extremity MSK conditions: a scoping review
Journal of NeuroEngineering and Rehabilitation,
Год журнала:
2023,
Номер
20(1)
Опубликована: Ноя. 18, 2023
This
scoping
review
uniquely
aims
to
map
the
current
state
of
literature
on
applications
wearable
sensors
in
people
with
or
at
risk
developing
upper
extremity
musculoskeletal
(UE-MSK)
conditions,
considering
that
MSK
conditions
disorders
have
highest
rate
prevalence
among
other
types
contribute
need
for
rehabilitation
services.
Язык: Английский
Energy and Performance Analysis of Lossless Compression Algorithms for Wireless EMG Sensors
Sensors,
Год журнала:
2021,
Номер
21(15), С. 5160 - 5160
Опубликована: Июль 30, 2021
Electromyography
(EMG)
sensors
produce
a
stream
of
data
at
rates
that
can
easily
saturate
low-energy
wireless
link
such
as
Bluetooth
Low
Energy
(BLE),
especially
if
more
than
few
EMG
channels
are
being
transmitted
simultaneously.
Compressing
thus
be
seen
nice
feature
could
allow
both
longer
battery
life
and
simultaneous
the
same
time.
A
lot
research
has
been
done
in
lossy
compression
algorithms
for
data,
but
lossy,
artifacts
inevitably
introduced
signal.
Some
usually
tolerable
current
applications.
Nevertheless,
some
purposes
to
enable
future
on
collected
might
need
exploit
various
currently
unforseen
features
had
discarded
by
algorithms,
lossless
may
very
important,
it
guarantees
no
extra
digitized
The
present
paper
aims
demonstrating
effectiveness
approaches,
investigating
performance
several
their
implementation
real
BLE
sensor
node.
It
is
demonstrated
required
bandwidth
halved,
even
reduced
1/4
an
average
case,
complexity
compressor
kept
low,
also
ensures
significant
power
savings.
Язык: Английский
A Review on Assisted Living Using Wearable Devices
Sensors,
Год журнала:
2024,
Номер
24(23), С. 7439 - 7439
Опубликована: Ноя. 21, 2024
Forecasts
about
the
aging
trend
of
world
population
agree
on
identifying
increased
life
expectancy
as
a
serious
risk
factor
for
financial
sustainability
social
healthcare
systems
if
not
properly
supported
by
innovative
care
management
policies.
Such
policies
should
include
integration
within
traditional
services
assistive
technologies
tools
prolonging
healthy
and
independent
living
at
home,
but
also
introducing
innovations
in
clinical
practice
such
long-term
remote
health
monitoring.
For
their
part,
solutions
active
assisted
have
now
reached
high
degree
technological
maturity,
thanks
to
considerable
amount
research
work
carried
out
recent
years
develop
highly
reliable
energy-efficient
wearable
sensors
capable
enabling
development
monitor
activity
physiological
parameters
over
time,
minimally
invasive
manner.
This
reviews
role
design
solutions,
focusing
human
recognition
joint
use
onboard
electromyography
inertial
measurement
units
acquisition
related
overall
physical
psychological
conditions,
heart
skin
conductance.
Язык: Английский
Automatic Assessment of Abdominal Exercises for the Treatment of Diastasis Recti Abdominis Using Electromyography and Machine Learning
Menaka Radhakrishnan,
R. Karthik,
Avantika Kothandaraman
и другие.
Symmetry,
Год журнала:
2022,
Номер
14(8), С. 1654 - 1654
Опубликована: Авг. 10, 2022
Diastasis
Recti
Abdominis
(DRA)
is
a
medical
condition
in
which
the
two
sides
of
rectus
abdominis
muscle
are
separated
by
at
least
2.7
cm.
This
happens
when
collagen
sheath
that
exists
between
muscles
stretches
beyond
certain
limit.
The
recti
generally
separate
and
move
apart
pregnant
women
due
to
development
fetus
womb.
In
some
cases,
this
intramuscular
gap
will
not
be
closed
on
its
own,
leading
DRA.
primary
treatment
procedures
DRA
involve
different
therapeutic
exercises
reduce
inter-recti
distance.
However,
it
tedious
for
physiotherapists
constantly
monitor
patients
ensure
being
done
correctly.
objective
research
analyze
correctness
such
performed
using
electromyogram
(EMG)
signals
machine
learning.
To
best
our
knowledge,
first
work
reporting
evaluation
rehabilitation
Experimental
studies
indicate
surface
EMG
were
effective
classifying
correctly
incorrectly
movements.
An
extensive
analysis
was
carried
out
with
learning
models
classification.
It
inferred
RUSBoosted
Ensembled
classifier
differentiating
these
movements
an
accuracy
92.3%.
Язык: Английский
A High-bandwidth Wireless Wearable Armband Based on Surface Electromyography
Опубликована: Авг. 18, 2023
Gesture
recognition
technology
based
on
surface
electromyography
(sEMG)
is
essential
in
the
field
of
human-machine
interaction.
Wearable
armbands
that
collect
sEMG
data
have
gained
significant
attention
from
researchers
and
industries
alike.
However,
existing
myoelectric
armband
systems
suffer
deficiencies
such
as
low
signal
quality
insufficient
channels.
To
tackle
this
challenge,
we
propose
a
16-channel
wireless
high-precision
system
characterized
by
input-referred
noise.
This
innovative
offers
increased
channels,
high
sampling
rate,
improved
accuracy,
adaptable
filter
bandwidth.
The
measurements
obtained
using
for
assessment
indicate
its
potential
valuable
instrument
analyzing
muscle
electrical
activity
facilitating
high-bandwidth,
non-invasive,
seamless
natural
interactions
between
humans
machines.
Язык: Английский
The Conceptual Design of a Smart Wrist Orthosis and Functional Performance - Project Overview
Tehnički glasnik,
Год журнала:
2021,
Номер
15(3), С. 387 - 391
Опубликована: Сен. 14, 2021
The
idea
of
the
project
was
to
find
a
conceptual
design
multi-functional
smart
orthosis
for
wrist
fixation.
application
additive
technologies
presents
potential
in
designing
customised
every
patient
individually.
By
using
pre-generated
3d
models
various
hand
shapes
it
is
possible
prepare
several
and
sizes
forearms
hands.
provides
solution
two-part
bound
around
forearm
modular
extension
stabilize
without
additional
compression.
multi-functionality
occurs
with
development
small
pre-defined
electronic
plate
located
bottom
part
orthosis.
temperature
heart
rate
are
constantly
monitored
displayed
wirelessly
on
smartphone.
target
group
patients
active
sports
or
minor
injuries.
Moreover,
can
be
used
body
function
monitoring
during
recovery
period.
Язык: Английский