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Carrier transport modeling in diamonds
1
2013 Master’s Thesis
Carrier transport modeling in diamonds
Michihiro Hosoda
Department of Electrical and Electronic Engineering
Tokyo Institute of Technology
Supervisor:
Prof. Hiroshi Iwai and Associate Prof. Kuniyuki Kakushima
Carrier transport modeling in diamonds
3
February, 2013 Abstract of Master’s Thesis
Carrier transport modeling in diamonds-
Supervisor: Prof. Hiroshi Iwai
Tokyo Institute of Technology
Department of Electrical and Electronic Engineering
11M36388 Michihiro Hosoda
Due to deep ionization energy of dopants in diamonds, the number of carriers
transporting in either conduction or valence bands becomes less as compared to those in
silicon substrates. While increasing the doping density, hopping conductions become
dominant in diamonds. However, carrier transport modeling from device point of view
considering both components has not been presented so far. In this thesis, we have
attempted to make a current density equation for both homogeneous n- and p-type
diamond, considering both band and hopping conduction. Drift mobility and resistivity
for both n- and p-type diamonds have been modeled based on hopping drift mobility
equations. It has been found that by introducing an effective mobility, which is a weighted
average of each mobility of hopping and band conductions, current density equations can
be successfully expressed. The achievement gives a rough current estimation of diamond
devices. Furthermore, device characteristics of p-channel junction field-effect transistor
are calculated based on a calculation. P-diamond is high breakdown voltage and low
loss, compared to n-Si. When blocking voltage is 5000 V, current of p-diamond is larger
and device length of that is smaller than n-Si. Thus, it is revealed that p-diamond is
Carrier transport modeling in diamonds
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Contents Chapter 1 Introduction ............................................................................... 6
1.1 Background of this thesis ................................................................ 7
1.1.1 Characteristics of diamond as a material for power device .................. 7
1.1.2 Research trend on diamond ...................................................................... 9
1.1.3 Transport mechanism in diamonds ........................................................ 10
1.2 Purpose of this thesis ..................................................................... 11
References ............................................................................................... 13
Chapter 2 Electron conduction in n-diamond ........................................ 16
2.1 Nearest-neighbor hopping (NNH) ............................................... 17
2.2 Drift mobility under hopping conduction ................................... 18
2.3 Resistivity of n-type diamonds ..................................................... 21
2.4 Average mobility for current equation ........................................ 24
2.5 Conclusions .................................................................................... 27
References ............................................................................................... 27
Chapter 3 Hole conduction in p-diamond ............................................... 30
3.1 Variable-range hopping (VRH) ...................................................... 31
3.2 Drift mobility under hopping conduction ..................................... 32
3.3 Resistivity of p-type diamonds ........................................................ 35
3.4 Average mobility for current equation........................................... 38
3.5 Conclusion ........................................................................................ 41
References ............................................................................................... 41
Chapter 4 Device characteristics of p-JFET ........................................... 44
4.1 Introduction ...................................................................................... 45
4.2 Derivation of current-voltage characteristics of JFET ................ 47
4.3 Calculation results ........................................................................... 49
4.3.1 Specific on-resistance vs. blocking voltage ................................................ 51
4.3.2 ID-VD characteristics .................................................................................... 52
4.4 Conclusion ........................................................................................ 54
References ............................................................................................... 54
Chapter 5 Conclusion ................................................................................ 56
Acknoledgement ........................................................................................ 58
Carrier transport modeling in diamonds
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1.1 Background of this thesis
Diamond is a promising material for future devices due to its characteristics such as
wide bandgap, high breakdown voltage, high hole saturation velocity, and high thermal
conductivity.
1.1.1 Characteristics of diamond as a material for power
device
There are several candidates for future power device such as gallium nitride (GaN),
silicon carbide (SiC), and diamond. Although they have many advantages, they are in
the following present conditions [1.1]:
GaN: producing bulk GaN requires reaching extremely high decomposition pressures
and a high melting temperature.
SiC: defect density control and material availability remain issues, despite decades of
research.
Diamond: perhaps the ultimate material for power electronics (PE) due to outstanding
electrical properties; however, power devices may not be feasible for 2-3 decades due
to manufacturing challenges.
Carrier transport modeling in diamonds
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Table 1.1 Physical and electrical properties of Si and the major wide-bandgap
semiconductors [1.2]
Property (relative to Si) Si GaAs SiC GaN Diamond
Bandgap 1 1.28 2.77 3.08 4.87
Saturation velocity 1 1 2 2.2 >2.5
Electron mobility 1 5.67 0.67 0.83 3
Hole mobility 1 0.67 0.08 0.42 6.3
Breakdown Field 1 1.3 8.3 6.7 33.3
Dielectric constant 1 1.06 0.9 0.9 0.5
Thermal conductivity 1 0.3 3.1 0.9 13.5
Thermal expansion coefficient 1 1.6 1.6 2.2 0.03
There are several indexes of the impact of material parameters on the performance of
semiconductor devices. JFOM is a figure of merit derived by Johnson in 1965 [1.3]:
2JFOM SB vE
, (1.1)
which defines the power-frequency products for a low-voltage transistor. Here, EB is the
critical electric field for breakdown in the semiconductor and vS is the saturated drift
velocity. KFOM is a figure of merit derived by Keyes in 1972 [1.4]:
2
1
4KFOM
Svc
, (1.2)
which provides a thermal limitation to the switching behavior of transistors used in
integrated circuits. Here, c is the velocity of light and is the dielectric constant of the
semiconductor. BFOM is a figure of merit derived by Baliga in 1983 [1.5]:
3BFOM gE , (1.3)
which defines material parameters to minimize the conduction losses in power FETs.
Here, is the mobility and Eg is the bandgap of the semiconductor. The BFOM is based
on the assumption that the power losses are only due to the power dissipation in the
Carrier transport modeling in diamonds
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on-state by current flow through the on-resistance of the power FET. Thus, the BFOM
applies to systems operating at lower frequencies where the conduction losses are
dominant.
Table 1.2 Figures of merit of some power semiconductors [1.2]
Benchmark Factor (relative to Si) Si GaAs SiC GaN Diamond
JFOM 1 11 410 790 5800
KFOM 1 0.45 5.1 1.6 31
BFOM 1 28 290 400 12500
Diamond possesses excellent physical and electrical properties such as high thermal
conductivity, low dielectric constant, high carrier mobility, chemical inertness, and
radiation hardness. Then, diamond has outstanding figures of merit amounted based on
eqs. (1.1) – (1.3), as shown in tab. 1.2. These characteristics are suitable for the expected
applications as follows ultraviolet (UV) light-emitting diodes (LED), LD, deep-UV
sensor, high power electronics, high frequency electronics, extreme ambient (such as high
temperature, temperature, space, nuclear facilities and so on) devices.
Crystallinity and resource constraint. However, one of problems of diamond as a power
device is deep doping level due to the low dielectric constant. The deep doping level
causes high resistance and makes it difficult to fabricate high-current devices.
Due to the excellent characteristics such as wide bandgap high saturation velocity, high
breakdown field, high saturation velocity, and high thermal conductivity, as shown in
tab. 1.1, 1.2, diamond is an ideal material as future power devices.
1.1.2 Research trend on diamond
Although it was difficult to synthesize n-type diamond for long time, fabrication of
Carrier transport modeling in diamonds
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high quality p- and n-type diamond has been recently enabled by CVD. It leads to
fabricate several devices such as Schottky-pn diode (SPND), p+in+ diode, pnp transistor,
Schottky barrier diode (SBD), power FET, and bipolar transistor (as shown in fig. 1.1).
Figure 1.1 Diamond bipolar junction transistor device with phosphorus-doped diamond
base layer [1.6]
1.1.3 Transport mechanism in diamonds
Figure 1.2 shows the band diagram of diamond. Bandgap of diamond is 5.47 eV as
mentioned above. P- and n-diamonds have deep impurity levels; acceptor level of boron
(B), EA, located at 0.37 eV above the valence band maximum and donor level of
phosphorus (P), ED, located at 0.58 eV below the conduction band minimum. These
deep levels of dopants make it difficult for carriers to be exited to the conduction or
valence bands as mobile charges. It has been experimentally confirmed that dominant
conduction mechanism in the low-temperature range could be the nearest-neighbor
hopping (NNH) in n+-diamond [1.1] and the variable-range hopping (VRH) in
p+-diamond [1.2]. In NNH, carriers are transported between dopant levels by tunneling.
In VRH, carriers are transported in dopant band formed by wave function overlapping of
dopant levels. Hopping conduction has as much influence as band conduction, even at
room temperature. Then, a new equation for conduction modeling is necessary.
Carrier transport modeling in diamonds
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WH
0.37 eV
0.58 eV
5.4
7 e
V
CB
VB
B
P
Figure 1.2 Band diagram of diamond.
1.2 Purpose of this thesis
Due to the deep ionization energy of dopants in diamonds, the number of carriers
transporting in either conduction or valence bands becomes less as compared to those in
silicon substrates. While increasing the doping density, hopping conductions become
dominant in diamonds. However, carrier transport modeling from device point of view
considering both components has not been presented so far.
Figure 1.3 shows the contents of this thesis. In this thesis, we have attempted to make a
current density equation for both homogeneous n- and p-type diamond, considering both
band and hopping conduction.
In chapter 2 and 3, at first, we estimated drift mobility and resistivity of n+- and
p+-diamond. Here, only the hopping conductions are taken into account. Next, we
Carrier transport modeling in diamonds
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reconstructed the reported experimental data of temperature dependence of the
resistivity taking the both band and NNH and VRH conductions into account, based on
this estimation.
In chapter 4, device characteristics of junction field-effect transistor are calculated
based on a calculation in chapter 3.
Figure 1.3 Contents of this thesis
Chapter 2
Electron conduction in n-diamond
Chapter 3
Hole conduction in p-diamond
Chapter 1
Introduction
Chapter 5
Conclusions
Chapter 4
Device characteristics
of junction field-effect transistor
Carrier transport modeling in diamonds
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References
[1.1] The US Department of Energy, “Power Electronics Research and Development
Program Plan,” April, 2011,
http://energy.gov/sites/prod/files/oeprod/DocumentsandMedia/OE_Power_Electron
ics_Program_Plan_April_2011.pdf.
[1.2] Evince Technology Ltd., “Why Diamond Is Better Than Anything Else,”
http://www.evincetechnology.com/whydiamond.html
[1.3] E. 0. Johnson, “Physical limitations on frequency and power parameters of
transistors,” RCA Rev., pp. 163-177, 1965.
[1.4] R. W. Keyes, “Figure of merit for semiconductors for high-speed switches,” Proc.
IEEE, p. 225, 1972
[1.5] B.J. Baliga, "Power semiconductor device figure of merit for high-frequency
applications", IEEE Electron Device Lett., vol. 10, no.10, pp.455-457, 1989.
[1.6] H. Kato, K. Oyama, T. Makino, M. Ogura, D. Takeuchi, and S.
Yamasaki, ”Diamond bipolar junction transistor device with phosphorus-doped
diamond base layer,” Diamond Relat. Mater. vol. 27-28, pp.19-22, 2012.
Carrier transport modeling in diamonds
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2.1 Nearest-neighbor hopping (NNH)
Diamonds with a wide-band-gap, Eg of 5.47 eV, is one of semiconductors which can be
applied to high-power electronic devices, deep-ultraviolet sensors, and light-emitting
diodes (LED). One of the concerns of diamond semiconductors are that p- and
n-diamonds have deep impurity levels; acceptor level of boron (B), EA, located at 0.37 eV
[2.3] above the valence band maximum and donor level of phosphorus (P), ED, located at
0.58 eV [2.2, 2.3] below the conduction band minimum. These deep levels of dopants
make it difficult for carriers to be exited to the conduction or valence bands as mobile
charges. It has been experimentally confirmed that dominant conduction mechanism in
the low-temperature range could be the nearest-neighbor hopping (NNH) in n+-diamond
[2.1] and the variable-range hopping (VRH) in p+-diamond [2.2]. Figure 2.1 shows a
conceptual diagram of NNH. WH and RH are deference between dopant levels and
distance between dopants, respectively.
Conduction mechanism in diamond has not ever been revealed in detail, different from
that of silicon (Si). It is the key to understand conduction mechanism in diamond in detail.
In the present work, we have attempted to make a current density equation for
homogeneous n+-diamonds.
RH
WH
Figure. 2.1 Conceptual diagram of NNH
Carrier transport modeling in diamonds
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2.2 Drift mobility under hopping conduction
At first, we estimated drift mobility and resistivity of n+-diamond applying the
following Eqs. (2.1) and (2.2). Here, only the hopping conduction is taken into account.
Next, we reconstructed the reported experimental data of temperature dependence of the
resistivity taking both band and nearest-neighbor hopping conductions into account,
based on this estimation.
In the following parts, the ways to calculate drift mobility and resistivity of n-diamond
are showed in detail.
The hopping drift mobility of NNH at temperature T is given by [2.6]
kT
WR
kT
qR HphH
HH exp2exp
6
12
, (2.1)
where q is the elementary charge, RH is the hop length, k is Boltzmann’s constant. ph is
the phonon scattering probability, WH is the hopping activation energy, and is an
electronic wavefunction overlap parameter. The term exp(-2αRH) describes the overlap of
the wavefunctions on neighboring hopping sites, with the parameter α-1 denoting the
spatial extension of a localized donor wavefuntion; νph exp(-WH/kT) represents the
probability per unit time that a localized electron hops to a new site at an energy WH above
the original one.
As the tunneling probability is sensitive to the tunneling distance RH, doping
concentrations strongly affect the H. Figure 2.2 shows calculated H with different
doping concentrations. A steep decrease in H can be observed with lower doping
concentration. As NNH is based on activation type carrier conduction, H is further
Carrier transport modeling in diamonds
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reduced at low temperature.
Figure 2.2 shows a relationship between RH and doping concentration. The larger
doping concentration becomes, the smaller RH becomes. Although this fact is natural,
doping concentration is then related to RH. 1E+16 1E+17 1E+18 1E+19 1E+20
1.E-07
1.E-06
1.E-05
1.E-07
1.E-06
1.E-05
1E+16 1E+17 1E+18 1E+19 1E+20
RD
(cm
)
Doping density (/cm3)
1016 1018 1020
Doping concentration (cm-3)1017 1019
10-5
RH
(cm
)
10-7
10-6
Figure 2.2 Relationship between RH and doping concentration
Figure 2.3 shows temperature dependence of H of n-diamonds with two different
doping concentrations. In the low-temperature range, the activation energy term, WH, in
Eq. (2.1) becomes dominant, so that H decreases along with temperature. In the
high-temperature range, the influence of the term on WH2 in Eq. (2.1) becomes dominant,
so that H starts to deviate from Arrhenius plot as shown in fig. 2.4.
Carrier transport modeling in diamonds
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1.E-09
1.E-08
1.E-07
1.E-06
1.E-05
1.E-04
1.E-031E+16 1E+17 1E+18 1E+19 1E+20
1.E-09
1.E-08
1.E-07
1.E-06
1.E-05
1.E-04
1.E-03
1E+16 1E+17 1E+18 1E+19 1E+2010-9
10-5
1016 1018 1020
Doping concentration (cm-3)
H
(cm
2 /V
s)
100 K
300 K
500 K
10-3
10-7
1017 1019
10-4
10-6
10-8
-1 = 1.8 nm
ph = 2.0×1011 s-1
WH = 51 meV
500 K
Figure 2.3 Doping concentration dependence of hopping drift mobility
1.E-07
1.E-06
1.E-05
1.E-04
1.E-030 4 8 12 16
1.E-07
1.E-06
1.E-05
1.E-04
1.E-03
0 4 8 12
1×1018 cm-3
8×1019 cm-3
10-7
10-5
10-3
10-4
10-6
0 4 8 12
1000/T (K-1)
-1 = 1.8 nm
ph = 2.0×1011 s-1
WH = 51 meV
H
(cm
2 /V
s)
WH
WH
Figure 2.4 Temperature dependence of hopping drift mobility
Carrier transport modeling in diamonds
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2.3 Resistivity of n-type diamonds
Resistivity of a homogeneously doped semiconductor is given by
qn
1 , (2.2)
where n is the carrier density and is the mobility. As there are two conduction
mechanisms in n-diamonds, the resistivity of n-diamond, n, can then be given by
HHBBn
qnqn
1, (2.3)
where B is the mobility of band conduction. Here, the concentration of mobile charge
carriers related to band conduction, nB, can be calculated by the following equation:
kT
E
h
kTm
nNN
nNn De
BAD
BAB exp2
122
1)( 2
3
2
*, (2.4)
where me* is the effective mass of the electron, and h is Planck’s constant. Assuming that
there is a simple proportional relationship between ND and the concentration of mobile
charge carriers related to NNH, nH can be written as
BDH nNn . (2.5)
Figure 2.5 shows the temperature dependence of resistivity obtained for n- and
n+-diamonds with doping concentration of 11018 (n-diamond) and 81019 (n+-diamond)
cm-3, respectively. The dashed and chained lines are the contribution of hopping and band
conductions, respectively. And the solid line represents the total resistivity of both
conductions. Triangle and circle symbols are the experimental data reported in Ref. 2.7.
The electron Hall mobility reported in Ref. 2.8 was adopted as B, with exponential
functions approximation as shown in fig. 2.6. Table 2.1 shows exponential approximated
Hall electron mobility of deferent doping concentration. We assumed that the
Carrier transport modeling in diamonds
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compensation rates NA/ND of n- and n+-diamonds are 22 and 52 %, and activation rate in
Eq. (2.5) is 90 %. In the cases of both n- and n+-diamonds, the values of the experimental
data can be reconstructed by the calculation as shown in fig. 2.5. Although there is no
experimental data in the low-temperature range with n-diamond, the resistivity can be
obtained with Eq. (2.3).
For n- and n+-diamonds in the higher-temperature range over 300 and 500 K,
respectively, band conduction becomes the main conduction owing to enough thermal
energy to excite electrons from ED to the conduction band. On the other hand, the
n+-diamond in a low-temperature range and the n-diamond in the lower-temperature
range than 300 K have a weaker temperature dependence, which comes from hopping
conduction. The hopping conduction is the dominant transport mechanism, which
reduces the resistivity of the n+-diamond at 300 K to ~110 -cm. At 300 K, when the
doping concentration exceeds 1019 cm-3, the resistivity can be largely reduced since
hopping conduction dominates the electron transport [2.5, 2.9].
Carrier transport modeling in diamonds
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Figure 2.5 Temperature dependence of resistivity
1.E+01
1.E+02
1.E+03
1.E+04100 1000
1.E+01
1.E+02
1.E+03
1.E+04
100 10001002
1000
Temperature (K)
3 4 5 6 7 8 9100
102
Ha
ll m
ob
ility
(cm
2 /V
s)
101
103
7×1016 cm-3
2×1017 cm-3
1×1018 cm-3
3×1018 cm-3
. Figure 2.6 Electron mobility adopted as B by Hall effect measurement [2.8]
Carrier transport modeling in diamonds
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Table 2.1 Exponential approximated Hall electron mobility of deferent doping
concentration
Doping concentration
N D (cm-3
)7 10
162 10
171 10
183 10
18
Hall electron mobility
B = a exp(-bT ) (cm2/Vs)
a = 2030
b = 0.004
a = 1279
b = 0.0035
a = 592
b = 0.0027
a = 203
b = 0.0017
2.4 Average mobility for current equation
Eq. (2.3) should be renewed as the following equation:
navgtotHHBB
nqnqnqn ,
11
, (2.6)
where avg is the average mobility defined as
H
tot
H
B
tot
B
navgn
n
n
n , . (2.7)
Since nH is comparable to ND, Eq. (2.7) can be approximated as
HB
tot
Bnavg
n
n , . (2.8)
Figure 2.6 shows the temperature dependence of the avg,n, calculated based on Eq.
(2.8). B was obtained in the same way as the resistivity calculation. avg,n has a tendency
to increase with an increase with temperature for all doping concentrations. For lower
doping concentrations, namely 71016 and 21017 cm-3, avg,n becomes as small as ~10-13
cm2/Vs in the low-temperature range, in which hopping conduction dominates the
electron transports. For higher doping concentrations of 11018 and 81019 cm-3, namely
in the low-temperature range, avg,n shows larger value with higher doping concentrations.
Carrier transport modeling in diamonds
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On the other hand, while increasing the temperature, in which band conduction dominates
the electron transports, a steep increase in avg,n can be observed for samples with lower
doping concentrations, and exceeds the avg,n of higher doping concentrations.
1.0E-141.0E-121.0E-101.0E-081.0E-061.0E-041.0E-021.0E+001.0E+02
100 1000
1.0E-141.0E-121.0E-101.0E-081.0E-061.0E-041.0E-021.0E+001.0E+02
100 1000
Mob
ility
(cm
2/V
s)
Temperature (K)
10-8
10-6
10-4
10-2
100
102
1002
1000
Temperature (K)
3 4 5 6 7 8 9
10-10
10-12
10-14
7×1016 cm-3
2×1017 cm-3
1×1018 cm-3
8×1019 cm-3
300K
avg
,n(c
m2
/Vs)
Figure 2.7 Temperature dependence of the average mobility
Figure 2.7 shows the doping concentration dependence of the avg,n. As shown in fig.
2.7, in hopping conduction regime, the higher the doping concentrations are, the higher
the avg,n becomes. On the other hand, in band conduction regime, the lower the doping
concentration is, the higher the avg,n becomes. At 100 K, since n-diamonds with all the
doping concentrations are in hopping conduction regime, avg,n increases with an increase
in the doping concentration. At 300 K, there is only a low correlation between average
mobility and doping concentration since n-diamonds with the doping concentrations of
Carrier transport modeling in diamonds
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71016, 21017, and 11018 cm-3 are in transition from hopping to band conduction
regimes, and n+-diamond with the doping concentration of 81019 cm-3 is still in hopping
regime toward low temperature. At 500 K, since n-diamonds with almost all of the doping
concentrations are in band conduction regime, avg,n decreases with an increase in the
doping concentration.
1.0E-141.0E-121.0E-101.0E-081.0E-061.0E-041.0E-021.0E+001.0E+02
1.E+161.E+171.E+181.E+191.E+20
1.0E-141.0E-121.0E-101.0E-081.0E-061.0E-041.0E-021.0E+001.0E+02
1E+16 1E+17 1E+18 1E+19 1E+20
Mobili
ty (
cm
2/V
s)
Doping density (/cm3)
1018 1019 1020
Doping concentration (cm-3)
10-8
10-6
10-4
10-2
100
10-10
10-12
10-14
102
500 K
300 K
100 K
10171016
avg
,n(c
m2
/Vs)
Figure 2.7 Doping concentration dependence of the average mobility
From Einstein relation given by
ng,avnq
kTD , (2.9)
avg and diffusion coefficient (Dn) can be expressed. Therefore, the current density
equation for n-diamond can be then obtained as the following equation:
dx
dnqDEqnJ nnavgn , . (2.10)
Carrier transport modeling in diamonds
27
2.5 Conclusions
We have succeeded in fitting the resistivity calculated by taking both band and
nearest-neighbor hopping conductions into account to the experimental data, especially in
the case of n+-diamond (81019 cm-3). Then, we revealed the equation of the average
mobility of n-diamond. It is suggested that the current density for n-diamond can be
calculated based on it.
References
[2.1] A. Collins and A. Williams, “The nature of the acceptor centre in semiconducting
diamond,” J. Phys. C: Solid State Phys., vol. 4, no. 13, pp. 1789–1800, 1971.
[2.2] S. Koizumi, M. Kamo, Y. Sato, H. Ozaki, and T. Inuzuka, “Growth and
characterization of phosphorous doped {111} homoepitaxial diamond thin films,”
Appl. Phys. Lett., vol. 71, no. 8, pp. 1065–1067, 1997.
[2.3] H. Kato, S. Yamasaki, and H. Okushi, “n-type doping of (001)-oriented
single-crystalline diamond by phosphorus,” Appl. Phys. Lett., vol. 86, no. 22, p.
222111, 2005.
[2.4] J. Prins, “Using ion implantation to dope diamond—an update on selected issues,”
Diamond Relat. Mater., vol. 10, no. 9–10, pp. 1756–1764, 2001.
[2.5] T. Sato, K. Ohashi, H. Sugai, T. Sumi, K. Haruna, H. Maeta, N. Matsumoto, and H.
Otsuka, “Transport of heavily boron-doped synthetic semiconductor diamond in the
hopping regime,” Phys. Rev. B, vol. 61, no. 19, pp. 12970–12976, 2000.
Carrier transport modeling in diamonds
28
[2.6] L. Comber, W. Spear, and D. Allan, “Transport studies in doped amorphous
silicon,” J. Non-Cryst. Solids, vol. 32, no. 1–3, pp. 1–15, 1979.
[2.7] K. Oyama, S.-G. Ri, H. Kato, M. Ogura, T. Makino, D. Takeuchi, N. Tokuda, H.
Okushi, and S. Yamasaki, “High performance of diamond p+-i-n+ junction diode
fabricated using heavily doped p+ and n+ layers,” Appl. Phys. Lett., vol. 94, no. 15, p.
152109, 2009.
[2.8] J. Pernot, C. Tavares, E. Gheeraert, E. Bustarret, M. Katagiri, and S. Koizumi, “Hall
electron mobility in diamond,” Appl. Phys. Lett., vol. 89, no. 12, p. 122111, 2006.
[2.9] H. Kato, H. Umezawa, N. Tokuda, D. Takeuchi, H. Okushi, and S. Yamasaki, “Low
specific contact resistance of heavily phosphorus-doped diamond film,” Appl. Phys.
Lett., vol. 93, no. 20, p. 202103, 2008.
Carrier transport modeling in diamonds
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3.1 Variable-range hopping (VRH)
Diamonds with a wide-band-gap, Eg of 5.47 eV, is one of semiconductors which can be
applied to high-power electronic devices, deep-ultraviolet sensors, and light-emitting
diodes (LED). One of the concerns of diamond semiconductors are that p- and
n-diamonds have deep impurity levels; acceptor level of boron (B), EA, located at 0.37 eV
[3.2] above the valence band maximum and donor level of phosphorus (P), ED, located at
0.58 eV [3.2, 3.3] below the conduction band minimum. These deep levels of dopants
make it difficult for carriers to be exited to the conduction or valence bands as mobile
charges. It has been experimentally confirmed that dominant conduction mechanism in
the low-temperature range could be the nearest-neighbor hopping (NNH) in n+-diamond
[3.5] and the variable-range hopping (VRH) in p+-diamond [3.6].
Conduction mechanism in diamond has not ever been revealed in detail, different from
that of silicon (Si). It is the key to understand conduction mechanism in diamond in detail.
In the present work, we have attempted to make a current density equation for
homogeneous n+-diamonds.
Figure 3.1 shows the conceptual diagram of VRH. In VRH, carrier is transported to
smaller dopant level instead of nearer physical distance.
Carrier transport modeling in diamonds
32
Figure 3.1 Conceptual diagram of VRH
3.2 Drift mobility under hopping conduction
At first, we estimated drift mobility and resistivity of n+-diamond applying the
following Eqs. (3.1) and (3.2). Here, only the hopping conduction is taken into account.
Next, we reconstructed the reported experimental data of temperature dependence of the
resistivity taking both band and nearest-neighbor hopping conductions into account,
based on this estimation.
In the following parts, the ways to calculate drift mobility and resistivity of n-diamond
are showed in detail.
The hopping drift mobility of VRH at temperature T is given by [3.7]
kT
WR
kT
qR m
mph
m
m 2exp
2
m
mph
m
T
T
kT
qRexp
2
, (3.1)
where Rm is the hop length, Wm is the hopping activation energy, Tm is a constant, and m is
unity corresponding to simple activated behavior. m are 1/4 and 1/2 for Mott and Efros
VRH, respectively. In the case of Mott VRH,
W(R0)
R
W
R0
Carrier transport modeling in diamonds
33
4
1
4/1
1
8
9
kTNR
F and
4
1
3
4/14/13
4
FNRW , (3.2)
where NF is the density of states near the Fermi energy:
3
1
2
2 4
3
AF
N
qN . (3.3)
T1/4 is then as follows
kNT
F
9
8 33
4/1 . (3.4)
On the other hand, in the case of Efros VRH,
4
1
22/1))((8
9
kTEN
ER
V
A
and
4
1
3
2/12/1 )(3
4
VENRW , (3.5)
T1/2 is then as follows
2
1
2
33
2/1)(9
8
kEN
ET
V
A
. (3.6)
As the tunneling probability is sensitive to the tunneling distance RH, doping
concentrations strongly affect the H. Figure 3.2 shows calculated H with different
doping concentrations. A steep decrease in H can be observed with lower doping
concentration. As NNH is based on activation type carrier conduction, H is further
reduced at low temperature.
Carrier transport modeling in diamonds
34
Figure 3.2 Doping concentration dependence of Mott VRH drift mobility
Figure 3.3 shows temperature dependence of H of n-diamonds with two different
doping concentrations. In the low-temperature range, the activation energy term, WH, in
Eq. (3.1) becomes dominant, so that H decreases along with temperature. In the
high-temperature range, the influence of the term on WH2 in Eq. (3.1) becomes dominant,
so that H starts to deviate from Arrhenius plot as shown in fig. 3.5.
1.E-091.E-081.E-071.E-061.E-051.E-041.E-031.E-021.E-011.E+00
1.E+16 1.E+17 1.E+18 1.E+19 1.E+20
1.E-091.E-081.E-071.E-061.E-051.E-041.E-031.E-021.E-011.E+00
1.E+16 1.E+17 1.E+18 1.E+19 1.E+20
10-3
1016 1018 1020
Doping concentration (cm-3)
(cm
2 /V
s)
100 K
300 K
500 K101
10-7
1017 1019
10-5
10-9
-1 = 1.0 nm
ph = 2.0×1015 s-1
Carrier transport modeling in diamonds
35
Figure 3.3 Temperature dependence of Mott VRH drift mobility
3.3 Resistivity of p-type diamonds
As there are two conduction mechanisms in p-diamonds, the resistivity of p-diamond,
p, can be given by
2/12/14/14/1
1
qpqpqp BBp
, (3.7)
where B is the mobility of band conduction. Here, the concentration of mobile charge
carriers related to band conduction, pB, can be calculated by the following equation:
kT
E
h
kTm
pNN
pNp Ah
BDA
BDB exp2)( 2
3
2
*, (3.8)
where mh* is the effective mass of the hole. Assuming that there is a simple proportional
relationship between NA and the concentration of mobile charge carriers related to Mott
and Efros VRH, p1/4 and p1/2, respectively can be written as
1.E-091.E-081.E-071.E-061.E-051.E-041.E-031.E-021.E-011.E+00
0 4 8 12
1.E-091.E-081.E-071.E-061.E-051.E-041.E-031.E-021.E-011.E+00
0 4 8 120 4 8 12
1000/T (K-1)
10-3
101
10-7
10-5
10-9
-1 = 1.0 nm
ph = 2.0×1015 s-1
1×1018 cm-3
1×1020 cm-3
(cm
2 /V
s)
Carrier transport modeling in diamonds
36
BA pNpp 2
1, 2/14/1
. (3.9)
Figure 3.4 shows the temperature dependence of resistivity obtained for n- and
n+-diamonds with doping concentration of 11018 (n-diamond) and 81019 (n+-diamond)
cm-3, respectively. The dashed and chained lines are the contribution of hopping and band
conductions, respectively. And the solid line represents the total resistivity of both
conductions. Triangle and circle symbols are the experimental data reported in Ref. 4.7.
The electron Hall mobility reported in Ref. 4.8 was adopted as B, with exponential
functions approximation as shown in fig. 3.5. Table 3.1 shows exponential approximated
Hall hole mobility of deferent doping concentration. We assumed that the compensation
rates NA/ND of n- and n+-diamonds are 22 and 52 %, and activation rate in Eq. (3.5) is
90 %. In the cases of both n- and n+-diamonds, the values of the experimental data can be
reconstructed by the calculation as shown in the fig. 4.3. Although there is no
experimental data in the low-temperature range with n-diamond, the resistivity can be
obtained with Eq. (3.3).
For n- and n+-diamonds in the higher-temperature range over 300 and 500 K,
respectively, band conduction becomes the main conduction owing to enough thermal
energy to excite electrons from ED to the conduction band. On the other hand, the
n+-diamond in a low-temperature range and the n-diamond in the lower-temperature
range than 300 K have a weaker temperature dependence, which comes from hopping
conduction. The hopping conduction is the dominant transport mechanism, which
reduces the resistivity of the n+-diamond at 300 K to ~110 -cm. At 300 K, when the
doping concentration exceeds 1019 cm-3, the resistivity can be largely reduced since
hopping conduction dominates the electron transport [3.5, 3.9].
Carrier transport modeling in diamonds
37
Figure 3.4 Temperature dependence or resistivity
Figure 3.5 Hole mobility adopted as B by Hall effect measurement [4.8]
1.E+01
1.E+02
1.E+03
1.E+04100 1000
1.E+01
1.E+02
1.E+03
1.E+04
100 1000
1×1016 cm-32.5×1017 cm-3
2×1018 cm-3
1×1020 cm-3
101
103
Hall
mob
ility
(cm
2 /V
s)
102
104
1002
1000
Temperature (K)
3 4 5 6 7 8 9
1.E-031.E-021.E-011.E+001.E+011.E+021.E+031.E+041.E+051.E+061.E+071.E+08
0 4 8 12
1.E-031.E-021.E-011.E+001.E+011.E+021.E+031.E+041.E+051.E+061.E+071.E+08
0 4 8 12
Res
istivi
ty (ohm
-cm
)
1000/T (/K)
105
107
Resis
tivity
(-c
m)
103
101
10-1
10-3
Exp.
Mott VRH
Band
Total
Efros VRH
Exp.
Mott VRH
Band
Total
Efros VRH
0 4 8 12
1000/T (K-1)
1×1018 cm-3
1×1020 cm-3
Carrier transport modeling in diamonds
38
Table 3.1 Exponential approximated Hall hole mobility of deferent doping
concentration
Doping concentration
N A (cm-3
)1 10
162.5 10
172 10
181 10
20
Hall hole mobility
B = a exp(-bT ) (cm2/Vs)
a = 7892
b = 0.0061
a = 4260
b = 0.0053
a = 2922
b = 0.0052
a = 411
b = 0.0029
3.4 Average mobility for current equation
Eq. (3.7) should be renewed as the following equation:
pavgtotMMEEBB
pqpqpqpqp ,
11
, (3.10)
where avg,p is the average mobility defined as
M
tot
M
E
tot
E
B
tot
B
pavgp
p
p
p
p
p , . (3.11)
Since pH is comparable to NA, Eq. (3.11) can be approximated as
MEB
tot
B
pavgp
p
2
1
2
1, . (3.12)
Figure 3.6 shows the temperature dependence of the avg,p, calculated based on Eq. (3.12).
B was obtained in the same way as the resistivity calculation. avg,p has a tendency to
increase with an increase with temperature for all doping concentrations. For lower
doping concentrations, namely 71016 and 21017 cm-3, avg,p becomes as small as ~10-13
cm2/Vs in the low-temperature range, in which hopping conduction dominates the
electron transports. For higher doping concentrations of 11018 and 81019 cm-3, namely
in the low-temperature range, avg,p shows larger value with higher doping concentrations.
Carrier transport modeling in diamonds
39
On the other hand, while increasing the temperature, in which band conduction dominates
the electron transports, a steep increase in avg,p can be observed for samples with lower
doping concentrations, and exceeds the avg,p of higher doping concentrations.
1.E-121.E-101.E-081.E-061.E-041.E-021.E+001.E+02
100
1.E-121.E-101.E-081.E-061.E-041.E-021.E+001.E+02
100 1000
μef
f (c
m2/
Vs)
Temperature (K)
10-8
10-6
10-4
10-2
100
102
10-10
10-12
a
vg
,p(c
m2
/Vs)
1002
1000
Temperature (K)
3 4 5 6 7 8 9
1×1016 cm-3
2.5×1017 cm-3
1×1018 cm-3
2×1020 cm-3
Figure 3.6 Temperature dependence of the average mobility
Figure 3.7 shows the doping concentration dependence of the avg,n. As shown in fig.
3.6, in hopping conduction regime, the higher the doping concentrations are, the higher
the avg,n becomes. On the other hand, in band conduction regime, the lower the doping
concentration is, the higher the avg,n becomes. At 100 K, since n-diamonds with all the
doping concentrations are in hopping conduction regime, avg,n increases with an increase
in the doping concentration. At 300 K, there is only a low correlation between average
mobility and doping concentration since n-diamonds with the doping concentrations of
71016, 21017, and 11018 cm-3 are in transition from hopping to band conduction
regimes, and n+-diamond with the doping concentration of 81019 cm-3 is still in hopping
Carrier transport modeling in diamonds
40
regime toward low temperature. At 500 K, since n-diamonds with almost all of the doping
concentrations are in band conduction regime, avg,p decreases with an increase in the
doping concentration.
Figure 3.7 Doping concentration dependence of the average mobility
From Einstein relation given by
pavpq
kTD g, , (3.13)
avg,p and diffusion coefficient (Dp) can be expressed. Therefore, the current density
equation for p-diamond can be then obtained as the following equation:
dx
dpqDEqnJ ppavgp , . (3.14)
1.E-12
1.E-10
1.E-08
1.E-06
1.E-04
1.E-02
1.E+00
1.E+02
1.E+16 1.E+17 1.E+18 1.E+19 1.E+20
1.E-12
1.E-10
1.E-08
1.E-06
1.E-04
1.E-02
1.E+00
1.E+02
1.E+16 1.E+17 1.E+18 1.E+19 1.E+20
μef
f (c
m2/
Vs)
Doping concentration (cm-3)
10-8
10-6
10-4
10-2
100
102
10-10
10-12
1018 1019 1020
Doping concentration (cm-3)
10171016
500 K
300 K
100 K
avg,p
(cm
2 /V
s)
Carrier transport modeling in diamonds
41
3.5 Conclusion
We have succeeded in fitting the resistivity calculated by taking both band and
nearest-neighbor hopping conductions into account to the experimental data, especially in
the case of p+-diamond (11020 cm-3). Then, we revealed the equation of the average
mobility of p-diamond. It is suggested that the current density for p-diamond can be
calculated based on it.
References
[3.1] J. Pernot,* P. N. Volpe, F. Omnès, and P. Muret, “Hall hole mobility in boron-doped
homoepitaxial diamond,” Phys. Rev. B, vol. 81, no. 20, p205203, 2010.
[3.2] A. T. Collins and A. W. S. Williams, “The nature of the acceptor centre in
semiconducting diamond,” J. Phys. C: Solid St. Phys., vol. 4, no. 13, pp. 1789-1800,
1971.
Carrier transport modeling in diamonds
45
4.1 Introduction
A junction field-effect transistor (JFET) is one of the representative power switching
devices along with metal-oxide-semiconductor FETs. Figure 4.1 shows a conceptual
structure of p-type channel JFET. There is a depletion layer between gate (n-type) and
p-type in JFET as shown in shadow areas of fig. 4.1. An area except of the depletion layer
is a channel. Applying voltage between source and drain, moving electrons in the channel
make drain current. Figure 4.2 shows symbols of JFET.
G
n
n
pS D
Depletion layer
Channel
Figure 4.1 Conceptual diagram of JFET.
Figure 4.2 Symbols of JFETs
G
D
S G
D
S
n-JFET p-JFET
Carrier transport modeling in diamonds
46
Figure 4.3 shows bias voltage of JFET. JFET is used, applying reverse bias voltage to
the gate.
When VD is kept constant and the absolute value of VG increases, the bias voltage
applied to p-n junction increases and the depletion layer extends. Then, the thickness of
the channel decreases and ID shrinks. Thus, VG can control ID. Note that current does not
flow into the gate since VG is the reverse bias voltage.
Next, we consider when keeping VG constant and increasing VD. When VD is still small,
ID increases as VD becomes bigger. As VD becomes bigger further, the reverse bias voltage
between gates and drain increases, and the depletion layers extend toward the drain
electrode. When VD reaches pinch-off voltage VP, the upper and lower depletion layers
overlap each other in the vicinity of the drain, and the channel disappears, as shown in fig.
4.4 (a). As VD becomes lager than VP, the depletion layers extend further, as shown in fig.
4.4 (b) but ID does not change because of no carrier in the depletion layers.
VDDVG
G
S
D
VD
ID
Figure 4.3 bias voltage of p-JFET
Carrier transport modeling in diamonds
47
G
n
n
pS D
Depletion layerG
G
n
n
pS D
Depletion layerG
(a) (b)
Figure 4.4 (a) pinch-off just occurs and (b) a state after it, in p-JFET
4.2 Derivation of current-voltage characteristics of JFET
Here, we approximately derive current-voltage characteristics of JFET. VD is applied to
both sides of n-type semiconductor (thickness a, length L, width W, and mobility n) as
shown in fig. 4.5 (a).
p
VG
VD
L
pVD
L
n
0
a a
x
l (x)
(a) (b)
Figure 4.5 Quantitative analysis model of JFET (a) if there is no depletion layer and (b) if
there is a depletion layer.
Conductivity, is given by
Carrier transport modeling in diamonds
48
DnNq . (4.1)
Since cross-sectional area is 2aW and channel length is L, Conductance, g0 is given by
L
aWNq
L
aWg Dn 2
20 . (4.2)
Therefore, drain current, ID is given by
DDnDD VL
aWNqVgI 20 . (4.3)
Next, as shown in fig. 4.4 (b), p-type semiconductor is contacted to n-type semiconductor
in fig. 4.4 (a). We assume that width of depletion layer in p-type semiconductor can be
neglected since NA ≫ ND. Width of depletion layer, l (x) is treated as a function of position
x
D
Gbi
qN
xVVVxl
)(2)(
, (4.4)
where is the dielectric constant, Vbi is the built-in potential between p-n junction, and
V(x) is the potential difference from both sides of the depletion layer. g0 reduces to g0’ as
there is no carrier in the depletion layer. g0’ is given by
L
dxxlaL
gg0
00 )(1
1 , (4.5)
V(x) is treated as a primary function of x:
DVL
xxV )( . (4.6)
Then,
2
3
2
3
003
21 GbiDGbi
aD
VVVVVVV
gg , (4.7)
where Va is the voltage to deplete fully at VD = 0, including Vbi, and is defined as
2
2
A
a
qNaV . (4.8)
Carrier transport modeling in diamonds
49
When VD does not reach VP, current-voltage characteristics of JFET is as follows
2
3
2
3
003
2GbiDGbi
a
DDD VVVVVV
VgVgI . (4.9)
VP is given by
abiGP VVVV . (4.10)
When VDS reaches VP, current-voltage characteristics of p-JFET is as follows
2
3
0 2313 a
Gbi
a
Gbia
DsatV
VV
V
VVVgI . (4.11)
4.3 Calculation results
First of all, we explain why p-JFET was selected instead of n-JFET. Generally
speaking, electron mobility is higher than hole mobility. However, the average hole
mobility is higher than the average electron mobility in 300 K. That is why a calculation
of p-JFET was decided.
For a calculation of device characteristics of diamond p-JFET, we assumed as
following:
The doping concentrations of a boron-doped p-type layer and of the highly
phosphorus-doped n+ diamonds were 1 1016, 8 1019 cm-3, respectively.
The channel width (2a) was 2 m, the channel length (L) was 7 m, and the channel
thickness (W) was 0.7 m.
avg,p calculated in Chapter 3was adopted to the hole mobility of the p-type layer.
Carrier transport modeling in diamonds
50
After calculating the device characteristics at 300 K, based on the equations derived in
the previous section, the results were compared with those of Si.
Depletion layer
Depletion layer
8×1019cm-3
1×1016cm-3
Channel
W = 0.7m
LVG
VD
Gate
Gate
Source Drain
8×1019cm-3
a = 1m
Figure 4.6 Adopted device architecture of JFET
Figure 4.7 shows how to decide the drift length Ldrift. Ldrift is decided as the region
between gate end and drain electrode can bear breakdown field. Then, each breakdown
field is adopted to 0.3 and 10 MV/cm in the case of Si and diamond, respectively.
Carrier transport modeling in diamonds
51
VG
pVD
Depletion layer
LdriftLch = 0.7m
L
Figure 4.7 How to decide drift length Ldrift
4.3.1 Specific on-resistance vs. blocking voltage
The built-in potential, Vbi was calculated by an equation as follows:
2ln
i
ADbi
n
NN
q
kTV , (4.12)
where ni2 of diamond and Si are 2.2 10-27 and 9.6 109 cm-3, respectively. Based on eqs.
(4.8) and (4.12), Va and Vbi were calculated and the values as shown in tab. 4.1.
Table 4.1 Values of diamond and Si
Material V bi (V) V a (V) V TH = V a - V bi (V)
Diamond 5.3 15.6 10.3
Si 1.0 7.7 6.7
Carrier transport modeling in diamonds
52
Figure 4.6 shows the specific on-resistance RonA vs. blocking voltage. In more than
400 V, it is confirmed that p-diamond has higher blocking voltage and lower loss than
n-Si.
1.E-02
1.E-01
1.E+00
1.E+01
1.E+02
1.E+02 1.E+03 1.E+04 1.E+05
1.E-02
1.E-01
1.E+00
1.E+01
1.E+02
1.E+02 1.E+03 1.E+04 1.E+05
100 100k10k
Blocking voltage (V)
1k
Sp
ecific
On
-Re
sis
tan
ce
Ro
nA
(-c
m2)
0.01
0.1
1
10
100
n-Si
p-diamond
Figure 4.6 Specific on-resistance vs. blocking voltage with p-diamond and n-Si
4.3.2 ID-VD characteristics
Figure 4.7 show the ID-VD curves of JFETs of n-Si and p-diamond when blocking
voltage is 5000 V. Then, the device lengths of n-Si and p-diamond are 170 and 12 m,
respectively calculated as mentioned above. When blocking voltage is 5000 V, current
Carrier transport modeling in diamonds
53
of p-diamond is larger and device length of that is smaller than n-Si. Thus, it is revealed
that p-diamond is superior to n-Si from various viewpoints.
-4
-3
-2
-1
0
-10-8-6-4-20
-4
-3
-2
-1
0
-10-8-6-4-200 -6-4 -10
VD (V)
-2 -8
VG =
-5 V
7 V
V
G=
2 V
I D(
A)
0
-1
-2
p-diamond
L = 12 m-3
-4
0
1
2
3
4
0 2 4 6 8 10
0
1
2
3
4
0 2 4 6 8 10
0 -6-4 -10
VD (V)
-2 -8
VG =
0 V
7 V V
G=
1 V
n-Si
L = 170 m
I D(
A)
0
-1
-2
-3
-4
Figure 4.7 ID-VD curves of JFETs of n-Si and p-diamond
Carrier transport modeling in diamonds
54
4.4 Conclusion
Device characteristics of p-channel junction field-effect transistor are calculated
based on a calculation. P-diamond is high breakdown voltage and low loss, compared to
n-Si. When blocking voltage is 5000 V, current of p-diamond is larger and device length
of that is smaller than n-Si. Thus, it is revealed that p-diamond is superior to n-Si from
various viewpoints.
References
[5.1] T. Iwasaki, Y. Hoshino, K. Tsuzuki, H. Kato, T. Makino, M. Ogura, D. Takeuchi,
T. Matsumoto, H. Okushi, S. Yamasaki, and M. Hatano, “Diamond Junction
Field-Effect Transistors with Selectively Grown n+-Side Gates,” Appl. Phys. Exp.,
vol. 5, p. 091301, 2012.
Carrier transport modeling in diamonds
57
The conclusions in this thesis are summarized as following:
1) In the case of n-diamonds, it is confirmed that the resistivity consists of those of
the band and nearest-neighbor hopping (NNH) conductions. In the case of
p-diamonds, on the other hand, it is confirmed that the resistivity consists of
those of the band and Mott and Efros variable-range hopping (VRH). We have
succeeded in fitting the resistivity, calculated by taking both band and
nearest-neighbor hopping conductions into account, to the experimental data,
especially in the case of n+- (8 1019 cm-3) and p+- diamonds (1 1020 cm-3).
Then, we revealed the equation of the average mobility of n- and p-diamond. It
is suggested that the current density for n- and p-diamond can be calculated
based on it.
2) It has been found that by introducing an average mobility, which is a weighted
average of each mobility of the hopping and band conductions, current density
equations can be successfully expressed.
The achievement gives a rough current estimation of diamond devices.
3) Device characteristics of p-channel junction field-effect transistor are calculated
based on a calculation. P-diamond is high breakdown voltage and low loss,
compared to n-Si. When blocking voltage is 5000 V, current of p-diamond is
larger and device length of that is smaller than n-Si. Thus, it is revealed that
p-diamond is superior to n-Si from various viewpoints.
Carrier transport modeling in diamonds
58
Acknoledgement
First of all, I would like to express my gratitude to my supervisor Prof. Hiroshi Iwai
and Associate Prof. Kuniyuki Kakushima for his continuous encouragement and advices
for this thesis. He also gave me many chances to attend conferences. The experiences are
precious for my present and future life.
I deeply thank to Prof. Takeo Hattori, Prof. Kenji Natori, Prof. Nobuyuki Sugii, Prof,
Akira Nishiyama, Prof. Kazuo Tsutsui, Prof. Yoshinori Kataoka, Associate Prof. Parhat
Ahmet, and Associate Prof. Kuniyuki Kakushima for useful advice and great help
whenever I met difficult problems.
I also thank research colleagues of Iwai Lab. for their friendship, active many
discussions and many of encouraging words.
I would like to appreciate the support of secretaries, Ms. Nishizawa and Ms.
Matsumoto.
I would like to thank Mr. Yeonghun Lee.
Finally, I would like to thank my grandparents Kohji and Sono, parents Yasuo and
Toshiko, and my brother Kensuke for their endless support and encouragement.
Michihiro Hosoda
February, 2013