Hot-Carrier Lifetime Prediction of P-Channel MOSFETs in the Subthreshold Region
(Yoon Tae Jeong)
1
(Jae Seung Woo)
1
(Jin Ho Chang)
1
(Hye Sun Sung)
2
(Hyo Jung Kim)
2
(Seung Bo Shim)
2
(Woo Young Choi)
1,*
-
(Department of Electrical and Computer Engineering and the Inter-university Semiconductor
Research Center (ISRC), Seoul National University, Seoul, Republic of Korea)
-
(Department of Quality Reliability, Samsung Display Company Ltd., Asan-si, Chungcheongnam-do
31454, Republic of Korea)
Copyright © The Institute of Electronics and Information Engineers(IEIE)
Index terms
Hot-carrier-induced degradation (HCD), lifetime prediction, subthreshold region
I. INTRODUCTION
Metal-oxide-semiconductor field-effect transistors (MOSFETs) have played a central
role in electronics for decades, thanks to their excellent switching capabilities
[1-
4]. Additionally, their outstanding current drivability enables MOSFETs to efficiently
power components such as displays, engines, audio systems, and high-frequency circuits,
making them essential in both digital and analog applications [5-
8]. Especially, p-channel MOSFETs with their excellent pull-up characteristics and low
leakage current have been widely used as driving transistors [9-
18]. Recently, p-channel MOSFETs have also gained attention as driving transistors in
organic light emitting diode on silicon (OLEDoS), where precise, low-current control
is essential [19-
22].
For driving transistors, particularly in high-voltage applications using high-side
p-channel MOSFETs such as DC/DC converters, power inverters and LEDs [11-
18], long-channel devices are primarily used to enhance reliability [13,
14]. Also, long-channel p-channel MOSFETs are used for OLEDoS driving transistors to
effectively manage the data range [23-
25].
However, high-side p-channel MOSFETs, when in the off-state operation, experience
high drain-source voltage ($V_{DS}$), leading to strong lateral electric fields [15-
17]. Similarly, in OLEDoS applications, driving transistors primarily operate in the
subthreshold region for precise pixel brightness control, which also results in a
high $V_{DS}$ [19-
21]. These high $V_{DS}$ conditions cause hot-carrier-induced degradation (HCD), which
presents a severe reliability issue [26-
30]. The HCD leads to problems such as threshold voltage ($V_T$) shifts, degraded swing
performance, and increased leakage current, which can negatively impact driving performance
and increase power consumption. Thus, it is essential to predict the lifetime and
assess HCD accurately to ensure reliability in these applications.
While research on hot carrier lifetime has been actively conducted in the inversion
region [31-
37], few studies in the subthreshold region have investigated hot carrier lifetime, with
existing research primarily focusing on the mechanisms of degradation in the non-equilibrium
states of short-channel devices [46-
48]. It is because of the extremely low subthreshold current of p-channel MOSFETs in
the subthreshold region, which makes detecting any degradation caused by HCD.
In this study, we propose a novel method of predicting the hot carrier lifetime based
on the energy of secondary hot electrons, which are the primary factor contributing
to degradation in p-channel MOSFETs, using both experimental measurements and technology
computer-aided design (TCAD) simulations. By simultaneously increasing gate ($V_G$)
and drain ($V_D$) voltage while preserving the gate-drain voltage ($V_{GD}$), it was
confirmed that the energy of the secondary hot electron is maintained while only the
number of carriers increases. This proposed method successfully achieves acceleration
in the subthreshold region, enhancing HCD and enabling lifetime prediction for long-channel
p-channel MOSFETs.
II. DEVICE STRUCTURE, MEASUREMENT AND SIMULATION SETUP
In this paper, long-channel p-channel MOSFETs for driving transistors are measured
and calibrated using TCAD simulations, as shown in Fig. 1. The channel length ($L_{ch}$), width, and gate insulator thickness ($T_{ins}$) are
3 $\mu\text{m}$, 0.33 $\mu\text{m}$, and 10.5 nm, respectively. For the analysis of
HCD in the p-channel MOSFETs, the experimental data were measured by a Keysight B1500A
semiconductor device analyzer. Referring to the experimental data, TCAD simulations
were performed using dynamic non-local band-to-band tunneling, Shockley-Read-Hall
recombination, Auger recombination, the van Overstraeten-de Man impact ionization
model, the Philips unified mobility model, and the Fermi distribution [40]. The spherical harmonic expansion of the Boltzmann transport equation (SHE-BTE) was
used to calculate the detailed non-local carrier energy and carrier distribution [41]. As shown in Fig. 1(a), the transfer characteristics of p-channel MOSFETs under the subthreshold condition
are measured. During the subthreshold operation at $V_G = -0.7\text{ V}$, $V_D = -6\text{
V}$ condition, measured subthreshold current is only $\sim$1.2 pA, which is approximately
$10^5\times$ lower than the on current at $V_G = -1.5\text{ V}$ and $V_D = -6\text{
V}$ condition. Consequently, the lifetime prediction for HCD is challenging due to
low subthreshold current when p-channel MOSFETs used as driving transistors operate
in the subthreshold region.
Fig. 1. (a) Device structure and transfer curves of the p-channel MOSFETs with measurement
and simulation. (b) Measured substrate and gate current (ISub and IG) normalized by
the source current (IS) with the variation of gate and drain voltage (VG and VD).
A body voltage (VB) of 0 V is applied to all stress and measurement conditions.
III. HOT-CARRIER-INDUCED DEGRADATION OF P-CHANNEL MOSFETS OPERATING IN THE SUBTHRESHOLD
REGION
As demonstrated in numerous previous experimental studies, in p-channel MOSFETs, the
hot electrons generated by impact ionization play a more dominant role than hot holes
in device degradation, due to the higher $\text{Si-SiO}_2$ energy barrier for holes
[33-
39]. These hot electrons are generally referred to as secondary hot electrons, as they
are not directly accelerated from the channel but are generated through an impact
ionization process triggered by energetic hot holes near the drain-side high-field
region. In contrast, the first hot electrons are those directly accelerated minority
carriers under high lateral electric field near the drain, which are negligible due
to their low density. Another contributing factor to the dominance of electron trapping
in p-channel MOSFETs is the vertical electric field, with the applied voltage ($V_G
> V_D$) being favorable for electron injection in the oxide. As shown in Fig. 1(b), the secondary hot electron injection is the primary contributor to gate leakage
current, as both substrate current ($I_{Sub}$) normalized by source current ($I_S$)
and gate current ($I_G$) normalized by $I_S$ reach a maximum at low gate voltages.
It is because a high $V_{GD}$ induced by low $V_G$ is a secondary hot electron injection
maximum condition. Fig. 2 shows the comparison of HCD evaluation in both the subthreshold and the inversion
regions, conducted under the same $V_{GD}$ while increasing $V_G$ and $V_D$ for comparison.
Unlike the inversion operation, which shows a positive $V_T$ shift of 5.0 mV due to
electron trapping, the subthreshold operation exhibits barely detectable degradation
of $V_T$ due to the insufficient number of carriers. These factors contribute to the
challenges of accurately predicting lifetime in the subthreshold region.
Fig. 2. Experimental transfer characteristics after HCD in (a) subthreshold operation
(VG = −0.7 V, VD = −8.7 V) and (b) inversion operation (VG = −1.5 V, VD = −9.5 V).
The HCD stress evaluation was conducted for 10,000-s stress time at 25 ◦C.
IV. TIME ACCELERATION METHOD USING SOURCE CURRENT
Fig. 3 illustrates the concept of the proposed time acceleration method for the HCD in p-channel
MOSFETs. For the acceleration of HCD in the subthreshold region, a novel method is
applied by simultaneously increasing $V_G$ and $V_D$ while maintaining a constant
$V_{GD}$, resulting in an increase only in the $I_S$. As shown in Fig. 3, maintaining the same $V_{GD}$ ensures that the lateral and vertical electric fields
($E_Y$ and $E_X$) remain constant, allowing only an increase of the carrier density
in the channel without changing the generation rate of secondary hot electrons. Thus,
if $I_S$ increases by $\sim$$10^5\times$, the HCD resulting from subthreshold operation
is also accelerated by $\sim$$10^5\times$. This method maximizes the hole concentration
in the channel by converting the operational mode of the p-channel MOSFET from the
subthreshold to the inversion region, as shown in Fig. 4. For instance, $I_S$ at $V_G = -1.5\text{ V}$ is approximately $1.23\times 10^5\times$
higher than that at $V_G = -0.7\text{ V}$, meaning that a 1-s HCD evaluation at -1.5
V produces the same effect as a $1.23\times 10^5\text{-s}$ HCD evaluation at $-0.7\text{
V}$.
Fig. 3. Conceptual view of the time acceleration method based on IS modulation. The
HCD in (a) conventional and (b) time-accelerated subthreshold operation. It assumes
a scenario where on-current increases by ~105× with higher VG and VD while maintaining
constant VGD. Since the number of carriers has increased by ~105×, the time flow is
also accelerated by ~105×.
Fig. 4. Experimental IS at gate voltages of −0.7 V, −1.5 V, −1.75 V, −2 V, −2.25 V,
−2.5 V, −2.75 V, and −3 V, with a constant VGD of 8 V.
Fig. 5 shows the measured $I_{Sub}$ and $I_G$ normalized by $I_S$ which indicate the impact
ionization and HCD in gate oxide normalized by the initial number of carriers in channel,
respectively. It is notable that the normalized $I_{Sub}$ and $I_G$ values remain
consistent under the same $V_{GD}$ condition, even as $V_G$ and $V_D$ increase. It
indicates that with $V_{GD}$ maintained scheme, the amount of hot carrier generation
and the extent of degradation affecting the gate oxide remain stable, aside from the
increase in $I_S$.
Fig. 5. Experimental (a) ISub and (b) IG normalized by the IS in p-channel MOSFETs.
The electrical parameters are extracted under VGD conditions of 5 V, 6 V, 7 V, and
8 V, while varying the gate voltages.
To investigate the ideality of $I_S$ modulation for HCD acceleration, TCAD simulations
were performed to verify the electrical characteristics under the accelerated conditions.
As shown in Figs. 6(a) and 6(b), the lateral and vertical electric fields ($E_Y$ and $E_X$) in the channel is closely
the same, whether in the subthreshold or the inversion region, which indicates the
local conditions of the carriers in the channel are maintained even in the accelerated
condition. Owing to the long-channel device characteristics, the electron energy also
becomes constant as depicted in Fig. 6(c)
[42-
45]. However, as shown in Fig. 6(d), only the hole current density in the channel increases exponentially during the
accelerated operation compared to the conventional subthreshold operation, which demonstrates
the feasibility of the proposed acceleration method.
Fig. 6. Simulated electrical characteristics contributing to the HCD in p-channel
MOSFETs. (a) lateral (Y-axis) electric field, (b) vertical (X-axis) electric field,
(c) electron energy, (d) hole current density in channel region. The conventional
subthreshold region operation (red), the 1.23×105-times accelerated operation (blue),
and 2.54 × 105-times accelerated operation (green) are illustrated. The measurements
are conducted in constant VGD = 8 V and VS = 0 V condition.
Fig. 7. Simulated normalized electron distribution obtained using the SHE-BTE model
in the channel at the maximum electron energy position which is 140 nm away from the
drain junction in p-channel MOSFETs. Distribution is normalized by the electron density
of p-channel MOSFETs.
As illustrated in Fig. 6(c), the electron energy reaches its maximum not at the drain junction but at a location
approximately 140 nm away from it. This occurs because the secondary electrons generated
by impact ionization require a finite distance to be accelerated by the lateral electric
field before attaining maximum energy. The non-local carrier energy and carrier distribution
at the location of the peak electron energy are calculated using the SHE-BTE model
under the accelerated conditions, as shown in Fig. 7. The distribution is normalized by the electron density, and the results exhibit
close similarity under the same $V_{GD}$. Thus, no additional effects are observed
beyond the increase in carrier concentration, even when non-local conditions are assumed.
Fig. 8(a) shows the results of HCD evaluation with the proposed acceleration method. It can
be confirmed that the $V_T$ shift follows a power law relationship with time, as observed
in previous studies [31-
37]. Assuming $I_S$ at $V_G = -1.5\text{ V}$ is set as the reference, the $I_S$ ratios
for $V_G = -2\text{ V}$, $-2.5\text{ V}$, and $-3\text{ V}$ are 4.2, 9.7, and 17.9,
respectively. Thus, by applying the $I_S$ ratio to the conventional power law model,
time acceleration proportional to the $I_S$ ratio can be achieved, as follows:
Fig. 8. Experimental VT shift due to the HCD of p-channel MOSFETs as a function of
(a) the accelerated stress time and (b) the IS-ratio-calibrated stress time. The devices
are stressed at VGD = 8 V and VG = −1.5 V, −2 V, −2.5 V, and −3 V.
Fig. 9. Experimental VT shift by the HCD in p-channel MOSFETs at various VGD of 8
V, 7 V, and 6 V.
Fig. 8(b) indicates the feasibility of time acceleration, showing the results of a 20,000-s
stress test at $V_G = -1.5\text{ V}$ by using the stress time calibrated referring
to the data at $V_G = -2\text{ V}$ (4.2$\times$ acceleration), $-2.5\text{ V}$ (9.7$\times$
acceleration), and $-3\text{ V}$ (17.9$\times$ acceleration). As expected, our proposed
time acceleration was successfully confirmed under all the measured $V_G$ conditions.
Fig. 9 shows that the proposed acceleration method is valid under various $V_{GD}$ conditions.
V. LIFETIME PREDICTION IN THE SUBTHRESHOLD REGION
In the previous sections, it was confirmed that p-channel MOSFETs can achieve quantitative
time acceleration by using $I_S$ modulation. In this section, a method for hot carrier
lifetime prediction is proposed based on the described time acceleration approach,
as follows:
Fig. 10. Experimental lifetime vs. 1/IS for p-channel MOSFETs. The lifetime in the
subthreshold region at VG = −0.7 V (red) was predicted based on the lifetime at VG
= −1.5 V (blue). A lifetime is defined by a 10-mV shift in VT. Points at VG = −1.75
V, −2 V, −2.25 V, −2.5 V, and −3 V are shown in white circle to indicate estimated
experimental data.
As shown in Eq. (3), the product of lifetime and the $I_S$ ratio remain constant because the $V_T$ shift
for failure is fixed at 10 mV. When taking the logarithm, it can be represented as
a linear function with a slope of 1, as shown in Eq. (4). Fig. 10 shows the experimental data for lifetime and $1/I_S$ for $V_G = -1.5\text{ V}$, $-1.75\text{
V}$, $-2\text{ V}$, $-2.25\text{ V}$, $-2.5\text{ V}$, and $-3\text{ V}$. It can be
observed that each point has a slope of 1 in the linear function, indicating that
the lifetime is proportional to the inverse of the $I_S$ ratio. In the subthreshold
region at $V_G = -0.7\text{ V}$, $I_S$ was reduced by $1.23\times 10^5\times$ compared
to the reference $I_S$ at $V_G = -1.5\text{ V}$, indicating that the lifetime can
be similarly predicted based on this $I_S$ ratio. Consequently, the hot carrier lifetime
in the subthreshold region is marked with red circular symbols in Fig. 10, with a predicted lifetime of $2.90\times 10^{12}\text{ s}$. Due to physical variability
in $V_T$ shift mechanisms such as interface trap generation or charge trapping, as
well as device-to-device variation in parameters like doping and oxide thickness,
the constant term in Eqs. (3) and (4) may deviate, resulting in prediction error. However, this uncertainty can be reduced
by incorporating additional reference data obtained under a wider range of $I_S$ conditions.
VI. CONCLUSIONS
This work confirmed a novel method of predicting the hot carrier lifetime of long-channel
p-channel MOSFETs under the subthreshold condition through quantitative acceleration.
The proposed method proves that maintaining $V_{GD}$ while increasing $V_G$ and $V_D$
results in only an increase in the number of carriers without changing the energy
of secondary hot electrons, which are the primary degradation factor in p-channel
MOSFETs. By overcoming the challenges caused by low subthreshold current, which makes
detecting degradation difficult, this study offers a reliable approach of predicting
hot carrier lifetime in the subthreshold region.
ACKNOWLEDGMENTS
This work was supported in part by the Samsung Display and in part by the MSIT under
Grant RS-2025-02653611 (Intelligent Semiconductor Technology Development Program)
and RS-2025-02314443 (Development of Flash Memory-based AI Processing Unit for On-Device
AI).
REFERENCES
J. Wang, H. Chung, and R. Li, “Characterization and experimental assessment of the
effects of parasitic elements on the MOSFET switching performance”,
IEEE Transactions on Power Electronics, vol. 28, no. 1, pp. 573-590, 2012.

Y. Xiong, S. Sun, H. Jia, P. Shea, and Z. Shen, “New physical insights on power MOSFET
switching losses”,
IEEE Transactions on Power Electronics, vol. 24, no. 2, pp. 525-531, 2009.

A. Akturk, N. Goldsman, and G. Metze, “Increased CMOS inverter switching speed with
asymmetrical doping”,
Solid-State Electronics, vol. 47, no. 2, pp. 185-192, 2003.

V. M. Srivastava, K. S. Yadav, and G. Singh, “Design and performance analysis of
double-gate MOSFET over single-gate MOSFET for RF switch”,
Microelectronics Journal, vol. 42, no. 3, pp. 527-534, 2011.

X. Huo, C. Liao, M. Zhang, H. Jiao, and S. Zhang, “A pixel circuit with wide data
voltage range for OLEDoS microdisplays with high uniformity”,
IEEE Transactions on Electron Devices, vol. 66, no. 11, pp. 4798-4804, 2019.

R. Vrtovec, and J. Trontelj, “SiC MOSFETs in automotive motor drive applications
and integrated driver circuit”,
Proc. of International Conference on Microelectronics Proceedings (MIEL), 2014.

N. G. Akuri, D. N. Jatoth, S. Kumar, H. Song, and A. Kar, “An ultra-low noise, highly
compact implantable 28 nm CMOS neural recording amplifier”,
Journal of Semiconductor Technology and Science, vol. 24, no. 3, pp. 270-283, 2024.

Z. Zhang, J. Fu, Y.-F. Liu, and P. C. Sen, “Discontinuous-current-source drivers
for high-frequency power MOSFETs”,
IEEE Transactions on Power Electronics, vol. 25, no. 7, pp. 1863-1876, 2010.

C.-T. Yeh, and M.-D. Ker, “PMOS-based power-rail ESD clamp circuit with adjustable
holding voltage controlled by ESD detection circuit”,
Microelectronics Reliability, vol. 53, no. 2, pp. 208-214, 2013.

J. Kim, C. Lee, J. Yoo, and C. Park, “Antiphase method of the CMOS power amplifier
using PMOS driver stage to enhance linearity”,
Electronics, vol. 9, no. 1, 2020.

T. Zekorn, F. Schimkat, E. Wehr, K. Vohl, L. Weihs, and R. Wunderlich, “An accurate
high-voltage supply-referred low-impedance on-chip reference voltage for optimized
driving of high-side PMOS transitors”,
Proc. of 2024 19th Conference on Ph.D Research in Microelectronics and Electronics
(PRIME), 2024.

Z. Zhou, J. Rong, J. Cao, D. Li, B. Zhang, and Y. Shi, “A fully integrated floating
gate driver with adaptive gate drive technique for high-voltage applications”,
Proc. of International Midwest Symposium on Circuits and Systems (MWSCAS), 2018.

O. Jović, C. Maier, and A. Barić, “High-voltage PMOS transistor model for prediction
of susceptibility to conducted interference”,
IEEE Transactions on Electromagnetic Compatibility, vol. 53, no. 1, pp. 53-62, 2011.

A. Abuelnasr, M. Amer, M. Ali, A. Hassan, B. Gosselin, and A. Ragab, “Delay mismatch
insensitive dead time generator for high-voltage switched-mode power amplifiers”,
IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 70, no. 4, pp. 1555-1565, 2023.

S. Sugahara, K. Yamada, M. Edo, T. Sato, and K. Yamasawa, “90% high efficiency and
100-W/cm$^3$ high power density integrated DC-DC converter for cellular phones”,
IEEE Transactions on Power Electronics, vol. 28, no. 4, pp. 1994-2004, 2013.

Y.-R. Zhao, X. Shi, H. Zhang, and X.-Y. Tan, “High-side PMOS driving half-bridge
driver with a higher turn-off rate”,
Proc. of International Conference on Circuits and Systems (ICCS), 2023.

H.-C. Chen, “A PMOS-driven H-bridge without dead time for industry applications”,
Proc. of IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), 2016.

Y. Ding, Y. Zhang, Y. Zhang, and G. Wei, “A 96% peak efficiency off-chip capacitor
free dimmable hysteresis current control LED driver”,
Proc. of IEEE International Conference on Integrated Circuits, Technologies and Applications
(ICTA), 2011.

H. G. Li, X. Y. Guo, H. Y. Lu, X. Shao, D. Yang, and X. Wang, “Novel 4T1C pixel circuit
for high image quality OLEDoS microdisplays”,
Journal of the Society for Information Display, vol. 27, no. 9, pp. 529-535, 2019.

H. Kim, B.-C. Kwak, H.-S. Lim, and O.-K. Kwon, “Pixel circuit for organic light-emitting
diode-on-silicon microdisplays using the source follower structure”,
Japanese Journal of Applied Physics, vol. 49, no. 3, 2010.

J. Bae, and H. Nam, “Body-effect-free OLED-on-silicon pixel circuit based on capacitive
division to extend data voltage range”,
Electronics, vol. 10, no. 19, 2021.

K. Kimura, Y. Onoyama, T. Tanaka, N. Toyomura, and H. Kitagawa, “New pixel driving
circuit using self-discharging compensation method for high-resolution OLED micro
displays on a silicon backplane”,
Journal of the Society for Information Display, vol. 25, no. 3, pp. 167-176, 2017.

X. Huo, C. Liao, M. Zhang, H. Jiao, and S. Zhang, “A pixel circuit with wide data
voltage range for OLEDoS microdisplays with high uniformity”,
IEEE Transactions on Electron Devices, vol. 66, no. 11, pp. 4798-4804, 2019.

G. B. Levy, W. Evans, J. Ebner, P. Farrell, M. Hufford, and B. H. Allison, “An 852
$\times$ 600 pixel OLED-on-silicon color microdisplay using CMOS subthreshold-voltage-scaling
current drivers”,
IEEE Journal of Solid-State Circuits, vol. 37, no. 12, pp. 1879-1889, 2002.

H. Ran, W. Xiaohui, W. Wenbo, D. Huan, and H. Zhengsheng, “Design of a 16 gray scales
320 $\times$ 240 pixels OLED-on-silicon driving circuit”,
Journal of Semiconductors, vol. 30, no. 1, 2009.

S. Tam, P.-K. Ko, and C. Hu, “Lucky-electron model of channel hot-electron injection
in MOSFETs”,
IEEE Transactions on Electron Devices, vol. 31, no. 9, pp. 1116-1125, 1984.

K. Hess, L. F. Register, B. Tuttle, J. Lyding, and I. C. Kizilyalli, “Impact of nanostructure
research on conventional solid-state electronics: The giant isotope effect in hydrogen
desorption and CMOS lifetime”,
Physica E: Low-dimensional Systems and Nanostructures, vol. 3, no. 1, pp. 1-7, 1998.

G. L. Rosa, and S. E. Rauch III, “Channel hot carrier effects in n-MOSFET devices
of advanced submicron CMOS technologies”,
Microelectronics Reliability, vol. 47, no. 4, pp. 552-558, 2007.

Y. M. Randriamihaja, V. Huard, X. Federspiel, A. Zaka, P. Palestri, D. Rideau, D.
Roy, and A. Bravaix, “Microscopic scale characterization and modeling of transistor
degradation under HC stress”,
Microelectronics Reliability, vol. 52, no. 11, pp. 2513-2520, 2012.

S. Tyaginov, and T. Grasser, “Modeling of hot-carrier degradation: Physics and controversial
issues”,
Proc. of IEEE International Integrated Reliability Workshop Final Report, 2012.

E. Takeda, and N. Suzuki, “An empirical model for device degradation due to hot-carrier
injection”,
IEEE Electron Device Letters, vol. 4, no. 4, pp. 111-113, 1983.

C. Hu, S. Tam, F.-C. Hsu, P.-K. Ko, T.-Y. Chan, and K. W. Terrill, “Hot-electron-induced
MOSFET degradation - model, monitor, and improvement”,
IEEE Journal of Solid-State Circuits, vol. 20, no. 1, pp. 295-305, 1985.

J. J. Tzou, C. C. Yao, R. Cheung, and H. W. K. Chan, “Hot-carrier-induced degradation
in p-channel LDD MOSFETs”,
IEEE Electron Device Letters, vol. 7, no. 1, pp. 5-7, 1986.

B. S. Doyle, and K. R. Mistry, “A lifetime prediction method for hot-carrier degradation
in surface-channel pMOS devices”,
IEEE Transactions on Electron Devices, vol. 37, no. 5, pp. 1301-1307, 1990.

T.-C. Ong, P.-K. Ko, and C. Hu, “Hot-carrier current modeling and device degradation
in surface-channel pMOSFETs”,
IEEE Transactions on Electron Devices, vol. 37, no. 7, pp. 1658-1666, 1990.

T. Tsuchiya, Y. Okazaki, M. Miyake, and T. Kobayashi, “New hot-carrier degradation
mode and lifetime prediction method in quarter-micrometer PMOSFET”,
IEEE Transactions on Electron Devices, vol. 39, no. 2, pp. 404-408, 1992.

N. Koike, and K. Tatsuuma, “A drain avalanche hot carrier lifetime model for n- and
p-channel MOSFETs”,
IEEE Transactions on Device and Materials Reliability, vol. 4, no. 3, pp. 457-466, 2004.

E. Takeda, Y. Nakagome, H. Kume, N. Suzuki, and S. Asai, “Comparison of characteristics
of n-channel and p-channel MOSFETs for VLSIs”,
IEEE Transactions on Electron Devices, vol. 30, no. 6, pp. 675-680, 1983.

M. Koyanagi, A. G. Lewis, R. A. Martin, T.-Y. Huang, and J. Y. Chen, “Hot-electron-induced
punchthrough (HEIP) effect in submicrometer PMOSFETs”,
IEEE Transactions on Electron Devices, vol. 34, no. 4, pp. 839-844, 1987.

Synopsys, Inc.,
TCAD Sentaurus Device Manual. Mountain View, CA, USA, pp. 436-440, 2019.

S. Jin, A. Wettstein, W. Choi, F. M. Bufler, and E. Lyumkis, “Gate current calculations
using spherical harmonic expansion of Boltzmann equation”,
Proc. of International Conference on Simulation Semiconductor Processes Devices, pp. 1-4, 2009.

T. Grasser, T.-W. Tang, H. Kosina, and S. Selberherr, “A review of hydrodynamic and
energy-transport models for semiconductor device simulation”,
Proceedings of the IEEE, vol. 91, no. 2, pp. 251-274, 2003.

E. Amat, T. Kauerauf, R. Degraeve, A. D. Keersgieter, R. Rodriguez, and M. Nafria,
“Channel hot-carrier degradation in short-channel transistors with high-k/metal gate
stacks”,
IEEE Transactions on Device and Materials Reliability, vol. 9, no. 3, pp. 425-430, 2009.

J. B. Roldan, F. Gamiz, J. A. Lopez-Villanueva, and J. E. Carceller, “Modeling effects
of electron-velocity overshoot in a MOSFET”,
IEEE Transactions on Electron Devices, vol. 44, no. 5, pp. 841-846, 1997.

G. A. Sai-Halasz, M. R. Wordeman, D. P. Kern, S. Rishton, and E. Ganin, “High transconductance
and velocity overshoot in NMOS devices at the 0.1-$\mu\text{m}$ gate-length level”,
IEEE Electron Device Letters, vol. 9, no. 9, pp. 464-466, 1988.

M. Cho, A. Spessot, B. Kaczer, M. Aoulaiche, R. Ritzenthaler, and T. Scharm, “Off-state
stress degradation mechanism on advanced p-MOSFETs”,
Proc. of International Conference on IC Design & Technology (ICICDT), 2015.

S.-G. Jung, S.-H. Lee, C.-K. Kim, M.-S. Yoo, and H.-Y. Yu, “Analysis of drain linear
current turn-around effect in off-state stress mode in pMOSFET”,
IEEE Electron Device Letters, vol. 41, no. 6, pp. 804-807, 2020.

D. Wang, Y. Xue, Y. Liu, P. Ren, Z. Sun, and Z. Wang, “On the understanding and modeling
of non-negligible subthreshold-state degradation (SSD) in sub-20-nm DRAM technology”,
IEEE Electron Device Letters, vol. 45, no. 9, pp. 1582-1585, 2024.

Yoon Tae Jeong received his B.S. degree in 2015 from the Department of Electronic
Engineering, Khyunghee University, Suwon, Korea. He is currently working toward an
M.S. degree in the Department of Electrical and Computer Engineering, Seoul National
University (SNU), Seoul, Korea. Since 2015, he has been working at the Flash Product
Engineering team, Samsung Electronics, as a Senior Engineer. His current research
interests include CMOS reliability, NAND Flash Memory.
Jae Seung Woo received his B.S. and M.S. degrees from the Department of Electronic
Engineering from Sogang University, Seoul, Korea. in 2020 and 2022, respectively.
He received his Ph.D degree in the Department of Electrical and Computer Engineering,
Seoul National University (SNU), Seoul, Korea, in 2026. He is a postdoctoral researcher
at the Inter-University Semiconductor Research Center, SNU. His current research interests
include full-custom CMOS design, tunneling field-effect transistors (TFET), hardware-based
neuromorphic computing, and nanoscale novel devices. He is a Member of IEEE.
Jin Ho Chang received his B.S. and M.S. degrees from the Department of Electronic
Engineering, Sogang University, Seoul, South Korea, in 2021 and 2023, respectively.
He is currently working toward a Ph.D. degree with the Department of Electrical and
Computer Engineering, Seoul National University (SNU), Seoul. He is also with the
Inter-University Semiconductor Research Center (ISRC), SNU. His current research interests
include NAND flash memory, brain-inspired computing devices, and nanoscale emerging
devices. He is a Graduate Student Member of IEEE.
Hye Sun Sung received her B.S. degree from the Department of Information display from
Khyunghee University, Seoul, Korea in 2021. Since 2022, she has been working on reliability
of LTPS/IGZO TFT at Samsung Display.
Hyo Jung Kim received his M.S. degree from the Department of Information and Communication
Engineering, Sungkyunkwan University, Suwon, South Korea, in 2013. He received his
Ph.D. degree from the Department of Semiconductor and Display Engineering, Sungkyunkwan
University in 2022. In 2013, he joined Samsung Display Company, where he has been
working in the area of quality and reliability. His research interests include the
reliability of oxide TFTs and LTPS for flexible displays.
Seung Bo Shim received his B.S. degree in chemistry from Korea University in 1998.
He received his M.S. and Ph.D. degrees in chemistry from Seoul National University,
in 2000 and 2005, respectively. He joined Samsung Display Co., Ltd. in 2005. He has
been working on display quality assurance as a principal engineer in Mobile Display
Development Quality & Reliability Group. He has researched the metrology standardization
of display image quality and the reliability of Oxide and LTPS TFTs.
Woo Young Choi received his B.S., M.S., and Ph.D. degrees from the School of Electrical
Engineering, Seoul National University, Seoul, South Korea, in 2000, 2002, and 2006,
respectively. From 2006 to 2008, he held a postdoctoral position with the Department
of Electrical Engineering and Computer Sciences, University of California at Berkeley,
Berkeley, CA, USA. From 2008 to 2022, he was a professor at the Department of Electronic
Engineering, Sogang University, Seoul. Since 2022, he has been a Faculty Member with
Seoul National University, Seoul, where he is currently a Professor with the Department
of Electrical and Computer Engineering. He has authored or coauthored more than 300
papers in international journals and conference proceedings. He holds more than 60
Korean/U.S. patents. His current research interests include the fabrication, modeling,
characterization, measurement of CMOS logic/analog devices, emerging devices, memory
devices, and brain-inspired computing devices. He is a Senior Member of IEEE.