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bioengineering
Article
Evaluating Major Electrode Types for Idle Biological
Signal Measurements for Modern Medical Technology
Anas Albulbul
Department of Research and Development, Global Innovative Medical Technologies (GIMT), Ottawa,
ON K1G 5L1, Canada; [email protected]; Tel.: +1-613-663-8611
Academic Editor: Gou-Jen Wang
Received: 10 June 2016; Accepted: 21 August 2016; Published: 24 August 2016
Abstract: Biological signals such as electrocardiogram (ECG) and electromyography (EMG) that
can be measured at home can reveal vital information about the patient’s health. In today modern
technology, the measured ECG or EMG signals at home can be monitored by medical staff from
long distance through the use of internet. Biopotential electrodes are crucial in monitoring ECG,
EMG, etc., signals. Applying the right type of electrode that lasts for a long time and assists in
recording high signal quality is desirable in medical devices industry. Three types of electrodes
(Silver/Silver Chloride (Ag/AgCl) electrodes, Orbital electrodes and Stainless steel electrodes) were
tested to identify the most appropriate one for recording biological signals. The evaluation was
based on determining the electrode circuit model components and having high capacitance value or
high capacitor value of electrode circuit model (Cd ) and low electrode-skin impedance value or low
resistor value of electrode circuit model (Rd ). The results revealed that Ag/AgCl is the best type of
electrodes, followed by Orbital electrodes. Stainless steel electrodes had performed poorly. However,
Orbital electrodes material can last longer than Ag/AgCl and hence perform similar to Ag/AgCl
electrodes, which can be idle for monitoring biological signals at home without the need for medical
staff to replace the electrodes in a short period of time.
Keywords: biological signals; electrodes; electrode-skin impedance; noise
1. Introduction
The implications of smart devices at home and the development of medical technologies have
improved the healthcare home devices. Monitoring the patient’s health condition at home has become
crucial in the current modern world.
Biological signals, such as electrocardiogram (ECG), electromyogram (EMG), and
electroencephalogram (EEG), are rich in medical information.
Biopotential electrodes are
designed to assist in measuring and recording biological signals. Biopotential electrodes have the
ability to transduce bioelectric activity within the body (ionic current) into electrical current that can
be measured and recorded [1,2]. The performance of non-invasive electrodes in detecting biological
signals is highly dependent on electrode-skin impedance [3,4].
High electrode-skin impedance would result in poor biological signal quality, low signal
amplitude and low signal to noise ratio [2,5]. Selecting the proper type of electrodes that can
result in having low electrode-skin impedance and can last longer for recording is important for
bio-signal measurements.
The main problem of conducting bio-signal measurements at home is the choice of an appropriate
bioptential electrode that can last long time and need minimal preparation work for recording
bio-signal measurements.
Bioengineering 2016, 3, 20; doi:10.3390/bioengineering3030020
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The main objective of this research paper is to compare the performance of the most common
non-invasive biopotential electrodes to benefit the medical industry in choosing the most appropriate
type of electrodes for clinical measurements at home.
1.1. Biopotential Electrodes
Ideal non-polarizable electrodes permit the charges to pass through the electrode-skin interface
without hindrance [5]. In non-polarizable electrodes, reduction/oxidation reactions occur at the
electrode-skin interface, exchanging charge carriers from ions to electrons and vice versa [5–8]. These
reactions are electrochemically reversible in non-polarizable electrodes [5]. The electrolyte gel is used
with non-polarizable electrodes to facilitate the electrochemical reactions and to reduce electrode-skin
interface impedance [4,5,9].
Stainless steel electrodes are classified as polarizable electrodes [1]. They are one of the most
common polarizable electrodes used in modern wireless sensor technologies for monitoring biological
signals (e.g., chairs, shirts) [10,11].
Ag/AgCl electrodes are classified as non-polarizable electrodes and considered as the universal
electrodes in clinical measurements (e.g., ECG, EMG and EEG) [1]. They are associated with low
electrode-skin impedance, low noise and low motion artifact [12].
1.2. Electrode-Skin Impedance
Electrode-skin impedance plays a major role in biological signal quality. High electrode-skin
impedance influences negatively biological signal quality since it is associated with low signal-to-noise
ratio [13]. High electrode-skin impedance causes poor detection of biopotentials at the electrodes sites
because it forms a strong barrier for the biopotentials to cross it [1]. High electrode-skin impedance
could be linked with low mobility of ions across the highly resistant skin layer (stratum corneum)
that is in contact with electrodes and low electron/ion exchange at electrodes sites [2,5]. Thus, that
could cause weak conductivity between the electrodes and the skin and would reduce the biological
signal amplitude (low signal to noise ratio). A mismatch in impedance between the electrodes at the
skin surface during recording a biological signal would reduce the common mode rejection ratio of
the recording system, increase common mode interference (e.g., power line noise) and decrease the
signal-to-noise ratio [5].
Electrode-skin impedance varies from one person to another and from one part of the body to
another. For example, when Rosell et al. measured the electrode-skin impedance at different parts of
the body for ten subjects using Ag/AgCl electrodes, they found a high electrode-skin impedance of
around 1 MΩ at 1 Hz at the leg site, and around 100 kΩ at the forehead site [4].
Non-polarizable electrodes are likely to have lower electrode-skin impedances in comparison to
polarizable electrodes [14,15].
1.3. Properties of Ag/AgCl Electrodes
Surface Ag/AgCl electrodes are the most common and favoured electrodes in clinical
measurements for recording biological signals such as ECG, EMG and EEG [16]. One of the main
advantages of using Ag/AgCl electrodes is the low noise level it generates during biological signals
recording [16]. Ag/AgCl electrodes generate lower electrode-skin interface impedance and lower
electrode-skin interface impedance value than stainless steel electrodes [16–18]. They are also
considered as non-polarizable electrodes; the non-polarizable nature of Ag/AgCl electrodes allows the
charges to cross the electrode-electrolyte interface unlike stainless steel electrodes [7,17–19].
1.4. Properties of Orbital Electrodes
Dry polarizable Orbital electrodes are made to last longer than the common clinical wet electrodes
such as Ag/AgCl [20,21]. An orbital electrode’s coat is made of a mixture of metals: silver/silver
chloride, aluminum, gold/gold chloride, nickel and titanium [21]. The Orbital Research Inc. stated that
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stated that the main advantages of applying Orbital electrodes are the elimination for the need of skin
the main advantages of applying Orbital electrodes are the elimination for the need of skin preparation
preparation and for an electrolyte gel application during the biological signal recording period [21].
and for an electrolyte gel application during the biological signal recording period [21].
The shape of the Orbital electrode makes it more in contact with the skin than is the case with
The shape of the Orbital electrode makes it more in contact with the skin than is the case with
regular flat stainless steel or surface Ag/AgCl electrodes. This is due to the presence of pins (spikes)
regular flat stainless steel or surface Ag/AgCl electrodes. This is due to the presence of pins (spikes)
with a height of approximately 150 μm, which allow the Orbital electrode to penetrate deeper into
with a height of approximately 150 µm, which allow the Orbital electrode to penetrate deeper into
the stratum corneum layer that dominates the skin’s surface and thus facilitates the pathways for
the stratum corneum layer that dominates the skin’s surface and thus facilitates the pathways for
biopotential through the skin to the Orbital electrode (Figure 1) [20,21]. Stratum corneum has a high
biopotential through the skin to the Orbital electrode (Figure 1) [20,21]. Stratum corneum has a
resistance to biopotentials and to electrical current due to the presence of dead skin cells [2,16]. The
high resistance to biopotentials and to electrical current due to the presence of dead skin cells [2,16].
application of Orbital electrode can overcome this problem by the presence of pins [20,21].
The application of Orbital electrode can overcome this problem by the presence of pins [20,21].
Figure 1.
Orbital electrode’s
electrode’s penetration
Figure
1. Orbital
penetration into
into the
the skin
skin layers
layers during
during bio-signal
bio-signal recording.
recording.
1.5.
1.5. Properties
Properties of
of Stainless
Stainless Steel
Steel Electrodes
Electrodes
Dry
steel electrodes
electrodes are
are classified
classified as
as polarizable
polarizable electrodes
electrodes [7,22].
[7,22].
Dry electrodes
electrodes such
such as
as stainless
stainless steel
The
The research
research performed
performed by
by Ragheb
Ragheb and
and Geddes
Geddes was
was based
based on
on measuring
measuring the
the electrode-electrolyte
electrode-electrolyte
interface
interface impedance
impedance at
at frequencies
frequencies range
range from
from 11 Hz
Hz to
to 11 MHz
MHz [7].
[7]. The
The results
results showed
showed that
that stainless
stainless
steel
electrode
had
high
impedance
in
a
range
of
30–75
kΩ
at
low
frequency
range
100
Hz
[7].
Stainless
steel electrode had high impedance in a range of 30–75 kΩ at low frequency range 100 Hz [7].
steel
electrodes
would generate
electrode-skin
interface interface
impedance
than the than
otherthe
types
of
Stainless
steel electrodes
would higher
generate
higher electrode-skin
impedance
other
electrodes
[7].
Furthermore,
polarizable
electrodes
such
as
surface
stainless
steel
electrodes
can
be
types of electrodes [7]. Furthermore, polarizable electrodes such as surface stainless steel electrodes
reused
due to their
resistance
to corrosion
[1].
can be reused
due to
their resistance
to corrosion
[1].
1.6.
1.6. Measuring
Measuring the
the Electrode-Skin
Electrode-Skin Impedance
Impedance
An
An equivalent
equivalent circuit
circuit model
model can
can be
be used
used to
to better
better understand
understand the
the interactions
interactions between
between aa surface
surface
electrode
and
the
skin.
Warburg
was
known
to
be
the
first
to
propose
an
equivalent
electrode-electrolyte
electrode and the skin. Warburg was known to be the first to propose an equivalent
interface
circuit model
[23]. Feates
et model
al. had[23].
identified
components
of the
equivalent
electrode
electrode-electrolyte
interface
circuit
Feates the
et al.
had identified
the
components
of the
circuit
model
by
analyzing
the
conductivity
nature
of
biological
tissues
[24].
Their
work
helped
in
equivalent electrode circuit model by analyzing the conductivity nature of biological tissues [24].
estimating
values
of capacitors
resistors
in the electrode-skin
In addition, their
study
Their workthe
helped
in estimating
theand
values
of capacitors
and resistorsmodel.
in the electrode-skin
model.
In
provided
more
details
on
the
effect
of
skin
capacitance,
impedance
and
electrolyte
gel
or
sweat
on
the
addition, their study provided more details on the effect of skin capacitance, impedance and
electrode-skin
electrolyte gel impedance.
or sweat on the electrode-skin impedance.
2. Materials and Methods
2. Materials and Methods
A bioimpedance measurement system is used to measure the electrode-skin impedance in
A bioimpedance measurement system is used to measure the electrode-skin impedance in
response to different frequencies and to an applied alternating electrical current in accordance with the
response to different frequencies and to an applied alternating electrical current in accordance with
safety standards.
the safety standards.
2.1. Measurement Devices
2.1. Measurement Devices
The bioimpedance measurement system used in the study consists of a personal computer (PC)
measurement
system
used
in the study
consists
of a personal
computer
(PC)
(Dell The
390, bioimpedance
Processor 3.0 GHz,
Pentium 2,
Win XP),
frequency
response
analyzer
(FRA) (Model
# 1255B,
(Dell 390, Processor 3.0 GHz, Pentium 2, Win XP), frequency response analyzer (FRA) (Model #
1255B, Solartron Analytical, Farnborough, UK) and an impedance interface device (Model # 1294A,
Solartron Analytical, Farnborough, UK).
Bioengineering 2016, 3, 20
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Solartron
Analytical,
Bioengineering
2016, 3, 20 Farnborough, UK) and an impedance interface device (Model # 1294A, Solartron
4 of 10
Analytical, Farnborough, UK).
Impedance was measured from 1 Hz to 1 MHz (10 points per decade), averaging 20 cycles per
frequency,
alternating
electrical
current
of 100
frequency, with
withapplying
applyinganan
alternating
electrical
current
of µA
100root
μAmean
root square
mean supply
square current.
supply
The
applied
alternating
electrical
current
100
µA
is
in
accordance
with
the
safety
standards.
A
value
of
current. The applied alternating electrical current 100 μA is in accordance with the safety standards.
100
µA isofa 100
lowμA
ACiscurrent
value
that may
not
harm
human
[5]. body [5].
A value
a low AC
current
value
that
maythe
not
harm body
the human
2.2.
Measurements
2.2. Measurements
Each
impedance measurement
measurement took
took approximately
approximately 66 min
min to
to complete.
complete. Two
Two electrodes
electrodes from
Each impedance
from the
the
same
type
were
placed
on
the
ventral
side
of
the
right
forearm,
spaced
7
cm
apart,
with
the
distal
same type were placed on the ventral side of the right forearm, spaced 7 cm apart, with the distal
electrode
thethe
wrist.
The
measurements
were
done
without
performing
skin
electrode approximately
approximately11
11cm
cmfrom
from
wrist.
The
measurements
were
done
without
performing
preparation
at theat
electrodes
sites and
immediately
after placing
the electrodes.
Five human
skin preparation
the electrodes
sitesperformed
and performed
immediately
after placing
the electrodes.
Five
subjects
were
participated
in
the
study
(Table
1).
This
study
was
reviewed
and
approved
by
Carleton
human subjects were participated in the study (Table 1). This study was reviewed and approved by
University
Research Research
Ethics Committee,
approval approval
# 12-0350#and
it wasand
carried
following
the rules
Carleton University
Ethics Committee,
12-0350
it wasout
carried
out following
of
Declaration
of Helsinki
of 1975. of
All1975.
subjects
gave their
informed
consentconsent
for inclusion
before
thethe
rules
of the Declaration
of Helsinki
All subjects
gave
their informed
for inclusion
they
participated
in
the
study.
before they participated in the study.
Table 1.
Information of
of subjects
subjects participated
Table
1. Information
participated in
in the
the study.
study.
Height
Weight
SubjectSubjectHeight
(cm)(cm)Weight
(kg) (kg)
1
2
3
4
5
1
2
3
4
5
163
174
172
168
170
163
174
172
168
170
68
78
80
65
65
68
78
80
65
65
Age
Age
25
25
28
28
29
29
29
29
27
27
GenderGender
Male Male
Male Male
Male Male
Male Male
Male
Male
2.3.
Electrodes
2.3. Electrodes
Different
types were
were applied
in this
Different surface
surface electrode
electrode types
applied in
this study.
study. The
The applied
applied electrodes
electrodes used
used were
were
pregelled
wet
surface
silver/silver
chloride
(Ag/AgCl)
electrodes
(Model
#
FT002,
MVAP
II,
Medical
pregelled wet surface silver/silver chloride (Ag/AgCl) electrodes (Model # FT002, MVAP II, Medical
Supplies
Inc., Newbury
Newbury Park,
Park, CA,
CA, USA);
USA); that
that have
have a
Supplies Inc.,
a diameter
diameter of
of 11 cm
cm (Figure
(Figure 2).
2). Both
Both dry
dry surface
surface
Orbital
electrodes
(Model
#
ORI
F6T,
Orbital
Research
Inc.,
Cleveland,
OH,
USA),
which
have
Orbital electrodes (Model # ORI F6T, Orbital Research Inc., Cleveland, OH, USA), which have aa an
an
effective
150 μm
µm length
effective diameter
diameter of
of 1.6
1.6 cm
cm and
and pins
pins (spikes)
(spikes) of
of aa 150
length (Figure
(Figure 3)
3) and
and dry
dry surface
surface stainless
stainless
steel
EL12, Liberating
Liberating Technologies,
Technologies, Inc.
(LTI), Holliston,
steel (ST)
(ST) electrodes
electrodes (Model
(Model #
# EL12,
Inc. (LTI),
Holliston, MA,
MA, USA)
USA) which
which
have
a
diameter
of
1.42
cm
and
a
height
of
0.32
cm
were
applied
(Figure
4).
An
adhesive
tape
have a diameter of 1.42 cm and a height of 0.32 cm were applied (Figure 4). An adhesive tape was
was
attached
and
Stainless
SteelSteel
electrodes
to be firmly
to the skin.
attached totoOrbital
Orbital
and
Stainless
electrodes
to be attached
firmly attached
to Ag/AgCl
the skin. electrodes
Ag/AgCl
had
an adhesive
by thetape
manufacture.
electrodes
had antape
adhesive
by the manufacture.
(a)
(b)
Figure 2.
2. (a)
Figure
(a) Ag/AgCl
Ag/AgClelectrode
electrode (electrode’s
(electrode’s snap
snap side);
side); (b)
(b) Ag/AgCl
Ag/AgClelectrode
electrode (electrode’s
(electrode’s skin
skin side).
side).
Bioengineering 2016, 3, 20
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5 of 10
Bioengineering 2016, 3, 20
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(a)
(a)
(b)
(b)
Figure
(electrode’s snap
snap side).
Figure 3.
3. (a)
(a) Orbital
Orbital electrode
electrode (electrode’s
(electrode’s kin
kin side);
side); (b)
(b) Orbital
Orbital electrode
electrode (electrode’s
Figure
3.
(a)
Orbital
electrode
(electrode’s
kin
side);
(b)
Orbital
electrode
(electrode’s snap side).
side).
(a)
(b)
Figure 3. (a) Orbital electrode (electrode’s kin side); (b) Orbital electrode (electrode’s snap side).
(a)
(a)
(b)
(b)
Figure 4. (a) Stainless steel electrode (electrode’s skin side); (b) Stainless steel electrode (electrode’s
(a)
Figure
4. (a)
Stainless steel
steel electrode
electrode (electrode’s
(electrode’s
skin
side); (b)
(b) Stainless
Stainless steel
steel electrode
electrode (electrode’s
(electrode’s
Figure
4.
(a) Stainless
skin side);
(b)
snap
side).
snap
side).
snap Figure
side). 4. (a) Stainless steel electrode (electrode’s skin side); (b) Stainless steel electrode (electrode’s
snap side).
2.4. Equivalent
Circuit Model for the Electrode-Skin Impedance
2.4. Equivalent Circuit Model for the Electrode-Skin Impedance
2.4. Equivalent
Circuit
Model
for the Electrode-Skin Impedance
2.4. Equivalent
Circuit measurements
Model for the Electrode-Skin
Impedanceby applying two electrodes on the ventral
The
bioimpedance
were performed
The
bioimpedance
measurements
were
performed
by applying
twodiagram
electrodes
on
the
ventral
side The
of the
right
forearm
spaced
7 cmwere
apart.
The simplified
schematic
forthe
theventral
electrodes
bioimpedance
measurements
performed
bybyapplying
two
side
The
bioimpedance
measurements
were
performed
applying
twoelectrodes
electrodes on
on
the
ventral
side
of
the
right
forearm
spaced
7
cm
apart.
The
simplified
schematic
diagram
for
the
electrodes
system
used
in
the
study
is
presented
in
Figure
5.
of theside
right
forearm
spaced
7
cm
apart.
The
simplified
schematic
diagram
for
the
electrodes
system
of the right forearm spaced 7 cm apart. The simplified schematic diagram for the electrodes
system used in the study is presented in Figure 5.
used system
in the study
presented
in Figurein
5.Figure 5.
used inisthe
study is presented
Figure
5. The
simplified
schematicdiagram
diagram for
system
used
in the
study.
Figure
5. The
The
simplified
schematic
for the
theelectrodes
electrodes
system
used
in the
the
study.
Figure
5.
simplified
schematic
diagram for
the
electrodes
system
used
in
study.
Figure 5. The simplified schematic diagram for the electrodes system used in the study.
In order to determine the impedance for a single electrode from two electrodes used in the
In
order
to
determine
the
impedance
a single
electrode
two
electrodes
used
the
order
determine
the
impedance
forfor
a single
electrode
fromfrom
twoiselectrodes
used
in
theifin
study,
study,
theto
total
impedance
value
is divided
by
two
[19,22].
This approach
considered
reasonable
In
order
to
determine
the
impedance
for
a
single
electrode
from
two
electrodes
used
in
the
study,
the
total
impedance
value
is divided
by
twosize,
[19,22].
Thismaterial,
approach
is considered
reasonable
if
the total
impedance
value
divided
by two
[19,22].
This
approach
is considered
reasonable
if the two
the
two
electrodes
are isthe
same
(e.g.,
identical
identical
produced
from the
same
study,
theelectrodes
total
impedance
is(e.g.,
divided
by twosize,
[19,22].
This
approach
isproduced
considered
reasonable
if
the
two
areelectrode
thevalue
same
identical
identical
material,
from
thebesame
manufacture).
The
circuit
components
values
for the
first
electrode
are same
assumed
to
electrodes
are the
same
(e.g.,
identical
size,
identical
material,
produced
from
the
manufacture).
the
two
electrodes
are
the
same
(e.g.,
identical
size,
identical
material,
produced
from
the
same
identical with
second electrode
(Cd =for
Cd1the
=C
d2
, Relectrode
d = Rfor
d1 = the
Rare
d2, first
and
Relectrode
s = Rs1to
= be
Rs2
).identical
The
half-cell
manufacture).
Thethe
electrode
circuit
components
values
are
assumed
to the
be
The
electrode
circuit
components
values
first
assumed
with
manufacture).
The
electrode
circuit
components
values
for
the
first
electrode
are
assumed
to
be)
potential
(E
hc
)
represents
the
potential
difference
between
the
skin
or
electrolyte
(gel
or
sweat)
and
identical
with the(C
second
electrode
d =
Cd1= =RC
Rd =RsR=
d1 R
= s1Rd2
s = half-cell
Rs1 = Rs2).potential
The half-cell
second electrode
= Cd2 , R(C
Rd1
, ,and
=, Rand
The
(Ehc
s2 ). R
d = Cd1
d =
d2d2
identical
with
theassecond
electrode
(C
d =reside
Cd1 = between
Cd2, Rd the
= Rthe
d1 = Rd2, and
Rs =[25].
Rs1 =The
Rs2capacitance
). The
half-cell
the electrode
a result
of potential
the ions
that
electrode
and
skin
potential
(Ethe
hc) potential
represents
the
difference
skin
sweat)
and
represents
difference
between
the skinbetween
or electrolyte
(gelor
orelectrolyte
sweat)
and(gel
theor
electrode
as a
that accommodates
thethe
charges
that difference
are locatedbetween
between the
the skin
electrode
and skin double
layer
is and
potential
(E
hc) represents
potential
or
electrolyte
(gel
or
sweat)
the
electrode
as athat
result
of the
ions that
between
the [25].
electrode
and skin [25].
capacitance
result
of the ions
reside
between
the reside
electrode
and skin
The capacitance
thatThe
accommodates
represented
Cd [25].
may
occur tothe
the electrode
charges transfer
between
and
the electrode
as abyresult
of The
the resistance
ions that that
reside
between
and skin
[25]. the
Theskin
capacitance
that
accommodates
the charges
that the
are electrode
located between
electrode
skin double
is
the charges
that are located
between
and skinthe
double
layer and
is represented
by layer
Cd [25].
that accommodates
theThe
charges
that are
between
electrode
andbetween
skin double
layer
is
represented
by Cd [25].
resistance
thatlocated
may occur
to thethe
charges
transfer
the skin
and
represented by Cd [25]. The resistance that may occur to the charges transfer between the skin and
Bioengineering 2016, 3, 20
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Bioengineering 2016, 3, 20
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The
resistance
that may occur
charges
between the
and electrode
is represented
by
electrode
is represented
by to
Rdthe
[22].
The transfer
series resistance
(Rsskin
) represents
the resistance
of the
R
[22].
The
series
resistance
(R
)
represents
the
resistance
of
the
electrolyte
gel
and
sweat
[22].
d
electrolyte
gel and sweat [22]. s
The
value is
is generally
The tissues
tissues resistance
resistance to
to the
theapplied
appliedcurrent
currentisisrepresented
representedbybyRtissues
Rtissues.. RRtissues
tissues value
generally
small
relative
to
the
impedance
value
of
the
electrode-skin
interface.
The
impedance
value
for
healthy
small relative to the impedance value of the electrode-skin interface. The impedance value
for
human
arm’s
tissue
is
found
to
be
less
than
500
Ω
[9];
in
contrast
the
impedance
value
for
electrode-skin
healthy human arm’s tissue is found to be less than 500 Ω [9]; in contrast the impedance value for
interface
can be
larger than
1 MΩ
thisThus,
study,inRthis
is assumed
be negligible
tissues
electrode-skin
interface
can be
larger[21].
thanThus,
1 MΩin[21].
study,
Rtissues istoassumed
to be
(i.e.,
R
=
0).
When
estimating
R
values,
any
contributions
from
R
are
included
in
s
tissues
tissuesRtissues are includedthe
negligible
(i.e., Rtissues = 0). When estimating
Rs values, any contributions from
in
R
s estimate.
the
Rs estimate.
The
formula (1)
(1) is
is the
the impedance
impedance for
for electrode-skin
electrode-skin interface
interface for
for aa single
single electrode.
electrode.
The following
following formula
Figure
6
is
a
result
of
a
simplification
of
the
circuit
of
Figure
5.
Figure 6 is a result of a simplification of the circuit of Figure 5.
s +
Ze Z=e =RR
s+
Rd
1 + j2πf Cd Rd
(1)
(1)
where f is the frequency (Hz).
where f is the frequency (Hz).
Figure 6. Equivalent circuit model for electrode-skin interface.
Figure 6. Equivalent circuit model for electrode-skin interface.
In this
a least
squares
nonlinear
curve curve
fitting fitting
methodmethod
is applied
MATLAB
thisstudy,
study,
a least
squares
nonlinear
is using
applied
using (MATLAB
MATLAB
version
7.7,version
R2008b,7.7,
MathWorks
Inc., Natick, Inc.,
MA, Natick,
USA, 2008)
estimate
model
(MATLAB
R2008b, MathWorks
MA,toUSA,
2008)the
toelectrode
estimate circuit
the electrode
components
values.
The R
electrode
circuit
model components
will be
determinedwill
based
circuit model(Rcomponents
d, Cd and
s) values.
The electrode
circuit model
components
be
d , Cd and Rs )(R
on
Bode plotbased
that represents
a functionimpedance
of frequency
electrode-skin
interface for
[1].
determined
on Bode impedance
plot that as
represents
as for
a function
of frequency
Least
squares nonlinear
fitting
determines
the optimized
bestdetermines
fit for impedance
model based
electrode-skin
interface curve
[1]. Least
squares
nonlinear
curve fitting
the optimized
best on
fit
Bode
plot, in terms
of total
square
difference
from
the of
measured
impedance
values.
for impedance
model
based
on Bode
plot, in
terms
total square
difference
from the measured
impedance values.
3. Results and Discussion
3. Results
and Discussion
The estimated
average values for the electrode circuit model components (Rd , Cd , and Rs ) for
Ag/AgCl,
Orbital and
Stainless
Steelfor
electrodes
are available
in Tables
2–4 respectively.
electrode
The estimated
average
values
the electrode
circuit model
components
(Rd, CThe
d, and Rs) for
circuit
model
components
values
were
estimated
by
applying
least
mean
squares
curve
fitting
method
Ag/AgCl, Orbital and Stainless Steel electrodes are available in Tables 2–4 respectively.
The
using
MATLAB
The estimated
electrode
circuit model
values for
subject
using orbital
electrode
circuit program.
model components
values
were estimated
by applying
least
mean 2squares
curve
electrode
is presented
in Figure 7program.
as an exemplary
Bode plot.
fitting method
using MATLAB
The estimated
electrode circuit model values for subject 2
The
main
trend
for
R
values
of
Ag/AgCl
electrodes
is lower
d
using orbital electrode is presented
in Figure 7 as an exemplary
Bodevalues
plot. in comparison to Orbital
or Stainless
Steel
electrodes.
High of
RdAg/AgCl
value implies
that the
electrode-skin
High
The main
trend
for Rd values
electrodes
is lower
values in impedance
comparisonistohigh.
Orbital
or
biological
signal
quality
requires
low
R
value;
hence
choosing
the
type
of
electrode
that
competes
with
d
Stainless Steel electrodes. High Rd value
implies that the electrode-skin impedance is high. High
other
typessignal
in having
a low
Rd value
for medical
devices
The value
of resistance
biological
quality
requires
lowisRdesirable
d value; hence
choosing
the industry.
type of electrode
that
competes
to
ionic
current
that
occur
in
the
body
for
the
biological
signal
can
determine
the
quality
of
the
signal
with other types in having a low Rd value is desirable for medical devices industry. The value
of
being
recorded
[14,17,26].
The
existence
of
gel
at
the
Ag/AgCl
electrodes
would
produce
low
R
d and
resistance to ionic current that occur in the body for the biological signal can determine the quality
of
R
The existence
of[14,17,26].
pins or spikes
Orbitalofelectrodes
support
the strong
attachment
s values.
the
signal being
recorded
The on
existence
gel at thewould
Ag/AgCl
electrodes
would
produce
of
electrodes
to
skin
and
overcome
the
effect
of
highly
resistant
skin
layer
(stratum
corneum).
Low
low Rd and Rs values. The existence of pins or spikes on Orbital electrodes would support the strong
R
values
were
obtained
for
Orbital
electrodes
that
are
lower
than
stainless
steel
electrodes
but
a bit
d
attachment
of electrodes to skin and overcome the effect of highly resistant skin layer (stratum
higher
thanLow
Ag/AgCl
electrodes
2–4for
and
Figureelectrodes
8A). The materials
that thethan
Orbital
electrodes
corneum).
Rd values
were (Tables
obtained
Orbital
that are lower
stainless
steel
are
made
from
are
considered
more
durable
than
Ag/AgCl
electrodes
[21,26].
Therefore,
Orbital
electrodes but a bit higher than Ag/AgCl electrodes (Tables 2–4 and Figure 8A). The materials that
electrodes
last for aare
longer
of time.
the Orbitalcan
electrodes
madeperiod
from are
considered more durable than Ag/AgCl electrodes [21,26].
Therefore, Orbital electrodes can last for a longer period of time.
Bioengineering 2016, 3, 20
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Figure
7. Experimental
electrode-skinimpedance
impedance
frequency
response
(Subject,
Figure
7. Experimentalresults
results for
for Orbital
Orbital electrode-skin
frequency
response
(Subject,
Figure 7. Experimental results for Orbital electrode-skin impedance frequency response (Subject,
Orbital-S2)
andand
thethe
model
electrodecircuit
circuit
components
values
are located
the top
Orbital-S2)
modelplot.
plot.Estimated
Estimated electrode
components
values
are located
at theat
top
Orbital-S2) and the model plot. Estimated electrode circuit components values are located at the top of
of Figure.
the Figure.
of the
the Figure.
(A)
(A)
(B)
(B)
(C)
Figure 8. Pregelled Ag/AgCl, Orbital and Stainless Steel electrode’s circuit model components
average Log values with standard deviation for all the tested subjects; (A) Rd; (B) Cd and (C) Rs.
(C)
Figure 8.8.Pregelled
Pregelled
Ag/AgCl,
Orbital
Stainless
electrode’s
circuit components
model components
Figure
Ag/AgCl,
Orbital
andand
Stainless
Steel Steel
electrode’s
circuit model
average
average
Log
values
with
standard
deviation
for
all
the
tested
subjects;
(A)
R
d; (B) Cd and (C) Rs.
Log values with standard deviation for all the tested subjects; (A) Rd ; (B) Cd and (C) Rs .
Bioengineering 2016, 3, 20
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The differences in electrodes’ areas were considered in reporting the electrode circuit model
components values (Rd , Cd and Rs ) for the three tested electrodes as reported in Tables 2–4. Rd
mean value (215.82 kΩ/cm2 ) of Ag/AgCl electrodes is somewhat close to Rd mean value of Orbital
electrodes (187.13 kΩ/cm2 ) with respect to surface area. However, it is much smaller than the Rd mean
value (2130.98 kΩ/cm2 ) of Stainless Steel electrodes.
The differences in Rd values of the same type of electrode among subjects are due to the
difference of skin type of subjects (dry or oily), sweat secretion level and concentration of skin’s
hair at electrodes sites.
Recording biological signals at high Cd values is translated to better biological signal quality [1].
The measurements made by Ag/AgCl electrodes resulted in having higher Cd values in comparison
to Orbital or Stainless Steel electrodes (Table 3 and Figure 7B). Orbital electrodes had reported high Cd
values. The measured Cd values for Stainless Steel electrodes are far lower than Ag/AgCl or Orbital
electrodes due to the nature of polarizable electrodes in accumulating charges at the electrode-skin sites.
Table 2. Ag/AgCl, Orbital and stainless steel electrodes’ circuit component Rd average values (kΩ) for
all the tested subjects.
Electrode Type
Mean Values (kΩ)
kΩ/cm2
Ag/AgCl
Orbital
Stainless Steel
215.82
299.4
3289.4
215.82
187.13
2130.98
Table 3. Ag/AgCl, Orbital and stainless steel electrodes’ circuit component Cd average values (nF) for
all the tested subjects.
Electrode Type
Mean Values (nF)
kΩ/cm2
Ag/AgCl
Orbital
Stainless Steel
18.9
9.3
4.9
18.9
5.2
3.45
Recording biological signals at low Rs values is translated to better biological signal quality [5].
The existence of gel at the Ag/AgCl electrodes generated low Rs values (Table 4 and Figure 8C) [27].
In addition, the existence of pins or spikes in Orbital electrodes and the formation of sweat generated
low Rs values that were close to Ag/AgCl electrodes’ Rs values. High Rs values for stainless steel
electrodes resulted from the absence of electrolyte gel and were related to sweat formation.
Table 4. Ag/AgCl, Orbital and stainless steel electrodes’ circuit component Rs average values (Ω) for
all the tested subjects.
Electrode Type
Mean Values (Ω)
Ω/cm2
Ag/AgCl
Orbital
Stainless Steel
399.7
626.8
856.4
399.7
391.8
121.1
4. Conclusions
It can be concluded that pregelled Ag/AgCl electrodes would perform better than Orbital or
stainless steel electrodes. Applying Ag/AgCl electrodes had resulted in having the lowest Rd or
electrode-skin impedance values with a mean value of 215.82 (kΩ). However, Orbital electrodes that
have pins in their structures had helped in generating compatible low electrode-skin impedance Rd
values with a mean value of 299.4 (kΩ). Applying Stainless Steel electrodes resulted in having the
highest Rd values with a mean value of 3289.4 (kΩ). Ag/AgCl electrodes had obtained the highest
Bioengineering 2016, 3, 20
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capacitance value (Cd ) followed by Orbital electrodes and Stainless Steel electrodes. The effect of
differences in electrodes’ surface areas was considered. The existence of pins in Orbital electrodes
and the formation of sweat generated low Rs values that were close to Ag/AgCl electrodes’ Rs values
despite the existence of electrolyte gel on Ag/AgCl electrodes. This can be due to the existence of
pins that would assist in eliminating the skin’s hair effect and strengthen the attachment to the skin.
Stainless steel electrodes had resulted in high Rs values due to differences in material and shape.
Due to the deterioration material of Ag/AgCl electrodes with time as a result of interaction with
sweat, Orbital electrodes would be the most appropriate electrodes in our opinion for long time use
for monitoring biological signals at home.
Author Contributions: I would like to thank Prof. Adrian Chan for his advices and Carleton University for
assistance in doing this study. I am grateful to all the volunteers who participated in this study and offered their
services with patience and interest. Special thanks to GIMT for its support.
Conflicts of Interest: The author declares no conflict of interest.
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