Liangtao Yang1, Lu Gan1, Zhenggang Zhang2, Zhilin Zhang1,3, Hui Yang4,5, Yi Zhang1, Jinglong Wu1. 1. Research Center for Medical Artificial Intelligence, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, 518055 Shenzhen, China. 2. Institute of Chemistry, Humboldt-University Berlin, Brook-Taylor-Str. 2, 12489 Berlin, Germany. 3. Department of Psychiatry, Graduate School of Medicine, Kyoto University, 54 Shogoin-kawahara-cho, Sakyo-ku, 606-8507 Kyoto, Japan. 4. Research Center for Bionic Sensing and Intelligence, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, 518055 Shenzhen, China. 5. CAS Key Laboratory of Health Informatics, Shenzhen Institute of Advanced Technology, Chinese Academy of Science, 518055 Shenzhen, China.
Abstract
To obtain a performance improved dry electrode for bioelectrical activity detection is still a challenge, which is mainly due to the poor fundamental understanding on the impedance of the electrode-skin interface. Herein, the impedance between the electrode and the skin interface of three types of electrodes, which are the wet electrode, semidry electrode, and dry electrode, is investigated with electrochemical impedance spectroscopy combined with the spectra fitting technique. The parameters of performance duration, potential, and frequency associated with the impedance are explored for these three types of electrodes. The overall impedance is roughly constant within the performance duration and the potential applied in this study. Along with the frequency decreases, the impedance of the dry electrode reduces faster and is more complicated compared with the other two types of electrodes. Moreover, the results computed with the equivalent circuits show that the charge transfer resistance is additionally present compared to the wet and semidry electrodes. This large and additional charge transfer resistance may explain its relatively poorer electrophysiological properties.
To obtain a performance improved dry electrode for bioelectrical activity detection is still a challenge, which is mainly due to the poor fundamental understanding on the impedance of the electrode-skin interface. Herein, the impedance between the electrode and the skin interface of three types of electrodes, which are the wet electrode, semidry electrode, and dry electrode, is investigated with electrochemical impedance spectroscopy combined with the spectra fitting technique. The parameters of performance duration, potential, and frequency associated with the impedance are explored for these three types of electrodes. The overall impedance is roughly constant within the performance duration and the potential applied in this study. Along with the frequency decreases, the impedance of the dry electrode reduces faster and is more complicated compared with the other two types of electrodes. Moreover, the results computed with the equivalent circuits show that the charge transfer resistance is additionally present compared to the wet and semidry electrodes. This large and additional charge transfer resistance may explain its relatively poorer electrophysiological properties.
The body electrical activity
is generated by the concentration
gradients and electrostatic gradients of ions within the cell, and
it is based on the types of ion channels.[1] The charge concentration difference between the cell membrane creates
electrical signals. They are considered as the language for the neuron
communications between one another. Moreover, they also contain a
lot of body information. Clinical doctors use this information for
disease diagnosis.[2] Researchers in neurocognitive
science use the obtained body electrical signals for the fundamental
studies to understand the brain functions in different areas.[3] Engineers use body electrical signals in pursuit
of precisely operating the robots or artificial limbs.[4] Many studies have extensively been carried out pursuing
to acquire the body electrical signals, especially from the skin surface
with a noninvasive electrode.The electrode is the most crucial
component for the surface electrical
signal acquisition system, especially for EEG (electroencephalography),
EMG (electromyography), and ECG (electrocardiograph).[5] There are three different types of noninvasive surface
electrodes commercially available.[6,7] They are named
the wet electrode, semidry electrode,[8] and
dry electrode,[9] and their configurations
are illustrated in Figure . The wet electrode consists of the Ag/AgCl piece and the
gel. It is a traditional and widely used one in clinics and lab experiments,
typically for the EEG. However, it is considerably time-consuming
for the setup installation.[10] Recently,
the semidry and dry electrodes have been developed to tackle these
drawbacks of the wet electrode. The semidry electrode is supposed
to use a jellylike electrolyte that is relatively less humidity compared
to the gel of the wet electrode.[11,12] This one is
more often to be used in EMG and ECG due to its enhanced ease of use
compared to the wet electrode in un/installation. Another one is the
dry electrode that does not need any gel or electrolyte between the
electrode and the skin.[13] It is accepted
as the most promising electrode for the electrophysiological signal
acquisition in the community.[14] With the
lack of the wet gel or jellylike electrolyte, it is much easier to
use, and it also comforts the subjects or patients.
Figure 1
Schematics of the wet
electrode, semidry electrode, dry electrode.
Schematics of the wet
electrode, semidry electrode, dry electrode.Recently, a novel ceramic-based semidry electrode was developed
by Wang et al. for brain–computer interface applications.[15] Its electrophysiological performance was compared
with the traditional wet electrode. The result shows that the semidry
electrode is better than the wet electrode in comfort. But further
optimization in the bioelectrical signal acquisition ability is still
thought to be needed for more application scenarios. This group also
developed another hydrogel-based semidry EEG electrode that exhibited
similar performance compared to the wet electrode.[11] Radüntz compared the signal quality of six different
EEG devices, in which four are equipped with dry electrodes and two
are equipped with wet electrodes.[16] The
gel-based EEG system could not be surpassed by the gel-free system.
Hinrichs and co-workers also compared the dry electrode EEG system
to the wet electrode EEG system for clinical applications.[17] The artifacts of the dry electrode equipped
system are higher than those of the wet electrode system. However,
the dry electrode and semidry electrode are more preferred by the
patients and the volunteers. It is widely accepted that the dry electrode
is more feasible for the bioelectrical activity detection. But it
is still challenging to achieve an improved electrophysiological signal
acquisition ability of the dry electrode. This is mainly because the
fundamental understanding of the interface between the electrode and
the skin is still not clear.Herein, we study the interfacial
impedance between the electrode
and the skin using electrochemical impedance spectra technology. The
experiments were carried out on the skin surface of the rat and the
arm of the human with a three-electrode system. Three types of popular
electrodes (dry, semidry, and wet electrodes) acted as the working
electrode. These three types of electrodes correspond to with electrolyte,
with jellylike electrolyte, and without electrolyte, respectively.
On the skin of the rat, the wet electrode presents the lowest impedance.
Whereas, the impedance of the semi-dry electrode on the skin of the
human arm is the lowest. The values obtained by the wet and semidry
electrodes are very similar on both the skin surfaces of the rat and
human arm. Interestingly, the impedance amplitude recorded by the
dry electrode on the skin of the rat is much larger than those of
the other two electrodes. However, the impedance amplitude deviation
recorded on the skin surface of the human arm is very small among
these three types of electrodes. The equivalent circuit computational
fitting study indicates that this difference originates from the charge
transfer resistance of the interface between the electrodes and the
skin. The charge transfer barrier on the skin of the rat is much larger
than the surface of the arm of the human. Moreover, the charge transfer
resistance of the dry electrode is the largest one, which provided
an explanation to the reduced signal quality compared to the wet and
the semidry electrodes.
Experimental Section
Skin Preparation
Before the impedance recording experiments,
the skin preparation was carried out. The rat is alive, but ketamine
was used to allow it to calm down in order to ease the electrode installation.
The diameters of the dry, semidry, and wet electrodes are 10.0, 9.0,
and 7.5 mm, respectively. The skin prepared for the experiment was
around 30 cm2, and around 70% was used for the impedance
testing. The hair of the selected area of the rat was cut to 0.8 mm,
and then the skin was cleaned with alcohol. The selected area on the
arm for impedance recording was also cleaned with alcohol.
Impedance
The impedance recording experiments were
carried out in the temperature- (25 °C) and humidity-(51%) controlled
room with the Electrochemical station of CHI760E (CH Instruments Corp.)
with three electrodes. Two wet electrodes acted as the counter electrode
and reference electrode. The reference was placed between the counter
and wet electrodes. The dry (Wuhan Greentek Pty. Ltd.), semidry (Wuhan
Greentek Pty. Ltd.), and wet (Neuroscan EEG) electrodes were used
as the working electrodes. The potential range was from −0.1
to 0.2 V at 20 Hz for the potential experiment. The influence of the
performance duration was studied within 120 s at 20 Hz. The frequency
was conducted between 0.1 and 10k Hz to investigate the impedance
change with frequency. The impedance fitting was carried out with
the EIS Spectrum Analyzer (copyright: Aliaksandr Bandarenka and Genady
Ragoisha).[18]
Results
The impedance between the electrode and the skin usually strongly
affects the acquired bioelectrical signal quality. The potential amplitude,
performance duration, and signal frequency are considered the main
factors that affect the impedance between the electrode and the skin.
Therefore, we start the experiment with the rat to investigate relationships
between the impedance and these three parameters, as shown in Figure . The open circuit
voltages (OCVs) of the dry, semidry, and wet electrodes on the arm
were 0.0151, 0.0191, and −0.0032 V, respectively. The OCVs
on the skin of rat of the dry, semidry, and wet electrodes were −0.1218,
−0.0196, and −0.1687 V, respectively. The potential
amplitude within −0.1∼0.2 V does not affect the impedance
(Figure a). But the
impedance amplitude is affected by the electrode type. The dry electrode
shows the highest impedance, which is more than 4 orders of magnitude.
This is almost 50% larger than the value of the wet electrode in order.
The impedance of the semidry electrode is between that of the dry
electrode and the wet electrode, and it is just slightly higher than
that of the wet electrode. Within the performance duration of 120
s, there is no change observed at all for all three different types
of electrodes, as presented in Figure b. The same trend was shown in that the impedance value
changes due to the type of the electrode. The dry electrode shows
the largest impedance, and the wet electrode shows the smallest impedance. Figure c exhibits the impedance
evolution along with the frequency from 0.1 to 10k Hz. The dry electrode
also shows the largest impedance in amplitude, while the wet electrode
is the smallest one (Figure c). Moreover, the impedance amplitude increases along with
the decrease of frequency and then remains stable. The impedance amplitude
deviation and the decrease speed from high to low frequency of the
dry electrode is the largest one compared to the other two types of
electrodes. The impedance of the dry electrode reaches to around 5
orders of magnitude at around 1 Hz, while the impedance of the semidry
electrode reaches to around 3 orders of magnitude at 100 Hz and 2.8
orders of magnitude at 1000 Hz for the wet electrode.
Figure 2
Impedance of dry (green),
semidry (purple), and wet (orange) electrodes
obtained on the skin surface of a rat along with potential (a), performance
duration (b), and frequency (c). The impedance changes along with
performperformance duration and potential were recorded at 20 Hz.
Impedance of dry (green),
semidry (purple), and wet (orange) electrodes
obtained on the skin surface of a rat along with potential (a), performance
duration (b), and frequency (c). The impedance changes along with
performperformance duration and potential were recorded at 20 Hz.The electrode–skin impedance was also performed
on the skin
surface of the arm of the human. The results are shown in Figure . While changing
the potential from −0.1 to 0.2 V, the overall impedance values
are lower than 4.0 in order of magnitude. Similarly, the impedance
of the dry electrode is still the largest one, whereas the deviation
between the dry electrode and the other two electrodes is less than
0.5 orders in magnitude, as shown in Figure a. The semidry electrode shows the lowest
impedance, and the wet electrode is moderate. Within 120 s (Figure b), the impedances
of all three types of electrodes are stable, indicating a good stability
within this performance duration. The impedance variety in frequency
was investigated between 0.1 and 10k Hz. When the frequency is lower
than 1.5 order in magnitude, their impedance is between 4 and 5 orders
in magnitude. When it exceeds 100 Hz, the impedance of all electrodes
decreases quickly, as shown in Figure c. The semidry electrode shows the smallest impedance
between 0.1 and 100 Hz compared with the other two electrodes. The
impedance of the dry electrode decreases with the increase of the
frequency. The difference between low and high frequencies of the
dry electrode is 1.8 orders, which is larger than that of the wet
and semidry electrode of 1.6 and 1.7, respectively. As a result, the
wet electrode shows the largest impedance in the range of high frequencies.
Figure 3
Impedance
of dry (blue), semidry (black), and wet (red) electrodes
on the arm surface of a human along with potential (a), time (b),
and frequency (c). The impedance changes of time and potential were
recorded at 20 Hz.
Impedance
of dry (blue), semidry (black), and wet (red) electrodes
on the arm surface of a human along with potential (a), time (b),
and frequency (c). The impedance changes of time and potential were
recorded at 20 Hz.
Discussion
A large impedance difference can be clearly observed between the
rat skin and the arm skin of the human. The impedance detected both
by the wet and by the semidry electrode obtained from the skin surface
of the rat is over one order higher than that obtained from the human
arm. This is caused by the hair remained on the skin surface of rat.
The hair might reduce the contact area between the electrolyte and
the skin.[19] It is known that the impedance
is inversely related to the contact area. The hair reduces the effective
contact area between the electrode and the skin, leading to a larger
contact impedance.[20] On the other hand,
the semidry electrode shows the smallest impedance on the surface
of the arm, which is probably due to the good fixation. The semidry
electrode can easily be self-adhered on the surface of the arm, while
the wet and dry electrodes were fixed by the normal tape. However,
the semidry electrode shows larger impedance compared to the wet electrode
on the skin surface of the rat. This is because the small size and
the hair of the rat make it more difficult to be fixed. Besides, the
mobility of the jellylike electrolyte is relatively poorer than that
of the gel, which means the jellylike electrolyte are more difficult
to through the hair of the rat compared to the gel electrolyte. This
results in relatively larger impedance on the surface of the rat compared
to the arm. The results indicate that impedance strongly depends on
the hair and fixation circumstance. As a result, the gel-like electrode
is more suitable for hairy subjects, while the dry and semidry ones
are more suitable for the hairless subjects.More importantly,
the charge behavior on the electrode interface
is also of importance to understand the impedance behavior of different
types of electrodes. Electrochemical impedance spectroscopy is a technique
to analyze the interface electric behavior. Figure shows the Nyquist plots of the dry, semidry,
and wet electrodes detected on the skin surface of the rat and the
arm of the human. The spectra obtained from the skin surface of the
rat by the wet and the semidry electrode show a semicircle, as presented
in Figure a. Due to
the existence of hair, the Nyquist plot of the dry electrode is varied.
At high frequency, there is a semicircle that is due to the reduced
contact area. This leads to the increase of the electric resistance.
On the other hand, the second semicircle at the medium frequency is
caused by the capacitance that is composited by the electrode, hair,
and skin. As a result, the overall impedance obtained by the wet electrode
is less than 800 Ω, while it is around 1.5k Ω for the
semidry electrode and 80k Ω for the dry electrode. Figure b shows the Nyquist
plots obtained on the skin surface of the arm of the human with wet,
semidry, and dry electrodes. It is clearly observed that the spectra
shapes obtained by the wet and semidry electrodes are similar to the
spectra shapes obtained on the skin surface of the rat. But the spectrum
shape of the dry electrode obtained from the arm of the human is different
from the spectrum obtained from the rat. This is mainly caused by
the less hairy skin surface on the arm. The total impedance obtained
on the arm is 20k Ω for the semidry electrode and 35k Ω
for the wet electrode. Not surprisingly, the dry electrode still shows
the largest value of around 50k Ω.
Figure 4
Nyquist plots of dry
(red), semidry (green), and wet electrodes
(black) acquired on the skin surface of the rat (a) and the arm of
a human (b). The impedance was measured between 0.1 and 1k Hz.
Nyquist plots of dry
(red), semidry (green), and wet electrodes
(black) acquired on the skin surface of the rat (a) and the arm of
a human (b). The impedance was measured between 0.1 and 1k Hz.Before the discussion about the equivalent study,
the charge migration
over the electrode and skin interface should be elucidated. It is
known that the electric current is generated by neurons/cells.[21] And the charge shall overcome the barriers of
the skin and electrode and then migrate through the cable to the detector,
as reported in most publications.[10,22] However, the
charge migration during the impedance analysis differs from the electrical
activity generated from the brain. The current for the impedance analysis
is very weak. It is impossible for the charge to pass through the
epidermis to the inner layer. Besides, the inner layers also increase
the overall resistance, prohibiting the charge migration through the
inner layer. Figure compares the charge migration over the electrode and skin interface
between this and the previous study. However, many impedance discussions
about the electrode–skin contact are based on the knowledge
of the multilayers of skin, namely, hybrid–orbital migration
(HOM).[7,23,24] To have better
clarity, this study discusses impedance based on the electrode and
the epidermic layer, namely, the single-orbital migration (SOM).
Figure 5
Comparison
of charge migration over the electrode and skin interface
between (a) this study and (b) the previous study.
Comparison
of charge migration over the electrode and skin interface
between (a) this study and (b) the previous study.An equivalent circuit is frequently used to explain the interface
electrical activity. There are already three different equivalent
circuits proposed by Thomasset, Kirkup, and Lapicque, as shown in Figure . They are used to
explore the electrode–skin interface electrical activity. Interestingly,
the difference among them is the position of the R1 resistor with
different cutoff frequencies, although they are all evaluated with
the wet Ag/AgCl electrode. Fricke explained that the R1 is an intracellular
resistance,[28,29] which was also proved by Zhang
and co-workers.[27] The Kirkup model is also
adopted to study the electrode–skin impedance between 1 and
950 Hz. Hewson et al.[24] studied the impedance
obtained between 1 and 16 348 Hz by using the Lapicque model
with the pregelled Ag/AgCl electrode. Based on the previous reports
and the cutoff frequency used in our study, the model shown in Figure a is used to explore
the electrical activity of the interface generated by the wet electrode
and skin as well as the semidry electrode and skin. The analysis is
carried out between 1 and 10k Hz. Since the rat hair strongly affects
the impedance results, only the impedance data obtained from the arm
are analyzed.
Figure 6
Equivalent circuits proposed by Thomasset[30] (a), Kirkup[25] (b), and Lapicque[26] (c). Reprinted with permission from ref (24). Copyright 2003 Elsevier.
Equivalent circuits proposed by Thomasset[30] (a), Kirkup[25] (b), and Lapicque[26] (c). Reprinted with permission from ref (24). Copyright 2003 Elsevier.Nyquist plots obtained with the wet and semidry
electrodes are
analyzed with the model of Figure a. The results are listed in Table . The values of intercellular resistances
are very low for both, indicating that the intercellular resistance
is neglectable in the range of frequencies used in this report. This
is consistent with the result reported by Hewson.[24] R1 in the model of Figure a represents the resistance of the system. The value
deviation of R1 between wet and semidry electrodes is very small,
which indicates that the conductivity difference between the gel and
the jellylike electrolyte is low. Whereas, the R2 represents the resistance
of the electrode–skin interface. This resistance of the semidry
electrode is smaller than that of the wet electrode. This is supposed
to result from the positive effect of glue, which ensures a stable
and good contact between the skin and the electrode. The equivalent
circuit used for analyzing the dry electrode data is different from
that of other electrodes, as shown in Figure b. The R0 and R1 here also represent the
same system and the electrode–skin interface resistances. These
are the same as those of the wet and semidry electrode. Meanwhile,
the R2 indicates the charge transfer resistance due to the lack of
conductive electrolyte (Figure c). It is not surprising that the dry electrode shows a much
larger R1 and R2 than the wet and semidry electrodes. This might explain
the electroencephalographic property drop of the dry electrode compared
with the other two types of electrodes.
Figure 7
Equivalent circuits applied
to fit the results obtained by the
(a) wet and semidry electrodes as well as the (b) dry electrode. (c)
Fitting results of the impedance spectra obtained on the skin surface
of the arm with wet (black), semidry (green), and dry (red) electrodes.
Dots and lines indicate the experimental and fitting results, respectively.
Table 1
Fitting Results of the Impedance Obtained
by Wet, Semidry, and Dry Electrodes
R0 (Ω)
R1 (Ω)
CPE1 (F)
R2 (Ω)
CPE2 (F)
wet
271
34464
1.9428 × 10–7
-
-
semidry
248
21905
4.6994 × 10–7
-
-
dry
692
40359
2.6925 × 10–7
27632
1.2716 × 10–5
Equivalent circuits applied
to fit the results obtained by the
(a) wet and semidry electrodes as well as the (b) dry electrode. (c)
Fitting results of the impedance spectra obtained on the skin surface
of the arm with wet (black), semidry (green), and dry (red) electrodes.
Dots and lines indicate the experimental and fitting results, respectively.
Conclusion
The impedances
between the skin and the three different types of
frequently used electrodes were investigated using the electrochemical
impedance spectra technique. These three types of electrodes are wet,
semidry, and dry electrodes. The impedance evolution along the performance
duration, potential, and frequency were explored using the electrochemical
impedance analyzer. Within the performance duration of 120 s and the
potential range between −0.1 and 0.2 V, the impedance of all
electrodes is stable on both the skin surfaces of the rat and arm
of the human. But the impedance change of the dry electrode is much
larger than those of the other two electrodes. The impedance deviation
between different types of electrodes obtained on the skin surface
of the rat is much larger than that recorded on the skin surface of
the arm of the human. This is related to the hairier condition on
the skin of rat than the human arm. Furthermore, the equivalent circuits
of impedance spectra of the dry electrode were studied to clarify
its relatively poor electrophysiological performance using the equivalent
circuits. The computational results show that the interfacial resistance
is larger than those of the other two types of electrodes. Moreover,
an extra resistance from the charge transfer is also present. Its
amplitude is even larger than the interfacial resistance. This explains
the reduced electrophysiological properties of the dry electrode.
Authors: Elisa Castagnola; Luca Maiolo; Emma Maggiolini; Antonio Minotti; Marco Marrani; Francesco Maita; Alessandro Pecora; Gian Nicola Angotzi; Alberto Ansaldo; Massimiliano Boffini; Luciano Fadiga; Guglielmo Fortunato; Davide Ricci Journal: IEEE Trans Neural Syst Rehabil Eng Date: 2014-07-25 Impact factor: 3.802