HwangYoung-Ha1
-
(Young-Ha Hwang is with the School of Electronic Engineering and the Department of
Intelligent Semiconductors, Soongsil University, Seoul, Korea)
Copyright © The Institute of Electronics and Information Engineers(IEIE)
Index Terms
Analog front-end, capacitive touchscreen, display noise immunity
I. Introduction
Capacitive touchscreen technology has been widely adopted in various applications,
ranging from mobile devices such as cell phones and tablets to automotive and smart
consumer electronics, owing to its intuitive interface. A touch system typically consists
of a touchscreen panel (TSP), a touchscreen controller (TSC), and a host processor,
as illustrated in Fig. 1. When a touch object, such as a finger or stylus pen, makes contact with the TSP,
the touch signal is transferred to an analog front-end (AFE) in the TSC through a
flexible PCB (FPCB). Subsequently, the analog touch signal is converted into digital
raw data in the AFE. A digital back-end (DBE) processes the raw touch data to determine
the touch coordinates. The TSC then sends the touch coordinates to the host processor,
which utilizes the touch information as user input.
Fig. 1. Capacitive touch system architecture.
For a better user experience, it is imperative that the touch system maintains a high
signal-to-noise ratio (SNR) and operates at a high frame rate, as depicted in Fig. 2. Recent trends have seen the integration of the TSP within the display panel itself
for a thinner form factor, improved visibility, and a simplified manufacturing supply
chain. This integration brings the TSP closer to the display panel, resulting in increased
interference from display noise during touch sensing operations. This is due to the
larger coupling capacitance formed between the TSP and the display panel [1-6], as indicated by C$_{\mathrm{c,d}}$ and C$_{\mathrm{c,s}}$ in Fig. 3. Fig. 3 shows a cross-sectional view illustrating how display noise interference is coupled
to capacitive touch systems. The source of display noise varies with display types:
Liquid crystal displays (LCDs) have a common-voltage (VCOM) plane or grid, which introduces
capacitively coupled display noise to the touch sensor due to the voltage transition
of the source and gate driver lines, referred to as VCOM noise [1]. Organic light emitting diode (OLED) displays have a common cathode layer, called
ELVSS, which introduces a capacitively coupled display noise to the touch sensor synchronized
with H-sync signals [3,4]. C$_{\mathrm{c,d}}$ is the parasitic coupling capacitance between a driving channel
and the ELVSS or VCOM. Similarly, C$_{\mathrm{c,s}}$ is the parasitic coupling capacitance
between a sensing channel and the ELVSS or VCOM. The VCOM noise in LCDs or the zebra
pattern (black-white pattern) in OLED can significantly degrade the SNR.
Fig. 2. Key performance metrics of touch system: (a) SNR; (b) frame rate.
Fig. 3. Capacitively coupled display noise interference to capacitive touch system.
While several works have comprehensively reviewed capacitive touch systems [7,8], they primarily focus on the system architecture with a broad overview, lacking detailed
discussions and evaluations on circuit techniques aimed at improving display noise
immunity. The original contributions of this paper are as follows:
1. We provide a review of circuit techniques aimed at enhancing the display noise
immunity in the AFE of mutual-capacitive touch systems [1-3, 9-16]. Specifically, we examine the effectiveness of the following techniques: high-voltage
driving scheme at a transmitter (TX) [9, 11-14], fully differential sensing scheme at a receiver (RX) [1, 2, 11, 15, 16], and touch-display frequency synchronization scheme [1].
2. We analyze and validate the effectiveness of each circuit technique using Verilog-A
modeling of read-out circuitry with electrical modeling of the TSP. This analytical
approach can also be extended to address other noise sources and can aid in the design
and optimization of noise-immune AFEs for capacitive touch systems.
Section II of this paper reviews the circuit techniques to enhance the display noise
immunity. Section III elaborates on the testbench specifications and circuitry for
testing display noise immunity. Section IV evaluates the circuit techniques aimed
at enhancing the display noise immunity. Section V concludes this paper.
II. Review of Circuit Techniques to Enhance Display Noise Immunity
Here we review the following three circuit techniques that enhance noise immunity
against display noise interference in the AFE of mutual-capacitive touch systems,
as shown in Fig. 4:
Fig. 4. Mutual-capacitive touch system architecture with three strategies to enhance
display noise immunity at analog front-end analyzed in this work.
First, a higher driving voltage (V$_{\mathrm{TX}}$) at the AFE TX improves the SNR
under display noise by directly enhancing the signal power [9, 11-14]. However, hardware overhead is inevitable, such as utilizing high-voltage devices
and a charge pump to generate a higher supply voltage on the chip or additional pads
allocated for higher supply voltages off-chip.
Second, a fully differential sensing scheme at the AFE RX is effective in rejecting
the common-mode display noise [1, 2, 11, 15, 16]. However, due to manufacturing mismatches in the TSP, the parasitic capacitance and
resistance of the touch sensor electrodes and the coupling capacitance between the
touch sensor electrode and the ELVSS or VCOM differ channel by channel. In addition,
a parasitic capacitance at the routing path on a flexible printed circuit board (FPCB)
from the TSP to the AFE also differs channel by channel. Therefore, the display noise
is no longer an ideal common noise source, making residual noise even with the differential
sensing scheme.
Third, the effect of display noise can be reduced by synthesizing the touch signal
frequency with a phase-locked loop (PLL) using periodic display control signals so
that the touch signal avoids display noise interference in the frequency domain. In
[1], the touch signal frequency is set in the dips of the display noise spectrum to minimize
the impact of display noise. On the other hand, the touch operation can be separated
from the display operation in the time domain. Since the display noise interference
mainly occurs when a display driver integrated circuits (IC) starts to drive the display
panel, the touch operation can avoid it using H-blank or V-blank time, yet within
a limited time [12]. In the case of asynchronous touch-display operation, the duty cycle of touch signals
can be adaptively controlled to avoid display noise interference [3].
In the following sections, the effectiveness of each circuit technique is evaluated
with Verilog-A modeling of the readout circuitry and electrical modeling of the TSP.
In this work, a lock-in sensing capacitance readout scheme shown in Fig. 5 is employed for an AFE of capacitive touch systems. Since the capacitance signal
is DC, the TX drives the TSP channels to modulate the mutual capacitance signals to
the signal frequency (f$_{\mathrm{sig}}$). The modulated capacitance signal is amplified
at the charge amplifier (CA) and down-converted into DC again by a mixer (chopper).
The out-of-band noise and error are attenuated by the low-pass filter (LPF), of which
output is proportional to the touch signal (${\Delta}$C$_{\mathrm{M}}$).
Fig. 5. Effect of display noise in capacitive touch system based on lock-in sensing
capacitance readout scheme.
III. Testbench Specifications and Circuitry for Testing Display Noise Immunity
To investigate the effectiveness of each circuit technique regarding display noise
immunity, the TSP and read-out circuitry are modeled. Fig. 6 shows the electrical modeling of the mutual-capacitive TSP based on a unit cell that
models a cross node between the driving and sensing channels with equivalent resistances
and capacitances. R$_{\mathrm{drv}}$ and R$_{\mathrm{sen}}$ are the unit-cell parasitic
resistances of a driving and sensing channel, respectively. C$_{\mathrm{p,drv}}$ and
C$_{\mathrm{p,sen}}$ are the unit-cell parasitic self (grounded) capacitances of a
driving and sensing channel, respectively. C$_{\mathrm{c,drv}}$ is the unit-cell parasitic
coupling capacitance between a driving channel and the ELVSS. Similarly, C$_{\mathrm{c,sen}}$
is the unit-cell parasitic coupling capacitance between a sensing channel and the
ELVSS. C$_{\mathrm{M}}$ is the mutual capacitance between the driving and sensing
channels in the unit cell. ${\Delta}$C$_{\mathrm{M}}$ is the C$_{\mathrm{M}}$ change
by the touch object. V$_{\mathrm{DN}}$ represents display noise, capacitively coupled
from the ELVSS through C$_{\mathrm{c,drv}}$ and C$_{\mathrm{c,sen}}$. Although the
display noise may vary slightly across the EVLSS, the display noise injected into
each cell is assumed to be the same in this work.
Fig. 6. Electrical modeling of capacitive TSP based on unit cell model.
With the voltage stimulation from the TX, the mutual capacitance change ${\Delta}$C$_{\mathrm{M}}$
is converted into a voltage signal by a charge amplifier, which is based on an operational
transconductance amplifier (OTA) with capacitive feedback. Fig. 7(a) shows the schematic of a differential charge amplifier (DCA). The differential output
of the DCA V$_{\mathrm{DCA}}$ (=V$_{\mathrm{outp}}$-V$_{\mathrm{outm}}$) is expressed
by (1), where R$_{\mathrm{FB}}$ and C$_{\mathrm{FB}}$ are the feedback resistance and capacitance,
respectively.
V$_{\mathrm{in,CM}}$ denotes the input common-mode voltage of the DCA. The detailed
derivation process of (1) is described in Appendix.
Fig. 7(b) shows the schematic of a chopper, which converts the DCA output to the DC value with
the chopping clocks. The chopper consists of four CMOS switches, controlled by the
en and enb signals which have the same frequency as the signal frequency of capacitance
modulation. In this work, a multi-feedback low-pass filter (MFB LPF) is chosen because
it can achieve second-order low-pass filtering using only one OTA. Fig. 7(c) shows the schematic of an MFB LPF. The differential output of the MFB LPF V$_{\mathrm{LPF,OUT}}$(=V$_{\mathrm{outp}}$-V$_{\mathrm{outm}}$)
is expressed by (2) where V$_{\mathrm{LPF,IN}}$ denotes the differential input of V$_{\mathrm{inp}}$-V$_{\mathrm{inm}}$.
The detailed derivation process of (2) is described in Appendix.
Fig. 7. Schematic of capacitive touch readout circuitry: (a) differential charge amplifier;
(b) chopper; (c) multi-feedback low-pass filter.
Table 1 shows the testbench specification of the capacitive TSP and the readout circuitry.
One sensing channel of the TSP consists of 20 unit cells. Each unit cell has R$_{\mathrm{drv}}$
and R$_{\mathrm{sen}}$ of 10 ${\Omega}$, C$_{\mathrm{p,drv}}$ and C$_{\mathrm{p,sen}}$
of 2 pF, C$_{\mathrm{c,drv}}$ and C$_{\mathrm{c,sen}}$ of 8 pF. C$_{\mathrm{M}}$ is
1 pF, while assuming ${\Delta}$C$_{\mathrm{M}}$ is 0.1 pF in this testbench. The DCA
and MFB LPF are modeled using Verilog-A with an amplifier that has a DC gain of 60
dB and a bandwidth of 10 MHz. For display noise, the H-sync frequency is set to 167.8
kHz considering recent specifications of mobile displays [17-19], as shown in Table 2. The peak-to-peak swing of the display noise voltage at ELVSS is assumed as 1 V.
Table 1. Testbench specifications of (a) touchscreen panel (TSP); (b) analog front-end
(AFE)
Table 2. Recent specifications of mobile displays [17-19].
Fig. 8 shows the AC response of the DCA with the TSP. With C$_{\mathrm{M}}$ only considered,
the DCA achieves a flat band gain of -22 dB as expected from (1) and a 3-dB bandpass from 14.3 kHz to 2.19 MHz. With the whole TSP, however, the frequency
range over 60 kHz is low-pass filtered by the parasitic RC inside the TSP. Given this,
the suitable signal frequency range is 100-500 kHz. The MFB LPF achieves a DC gain
of 18 dB with a 3-dB bandwidth of 4.81 kHz. The RX supply voltage is set to 3.3 V.
Fig. 8. Simulated AC response of DCA with TSP.
IV. Evaluation of Circuit Techniques Enhancing Display Noise Immunity
1. Differential Sensing Scheme at the RX
Fig. 9 shows the transient simulation results with and without the display noise. When there
is no display noise, the DCA outputs show a clear sinusoidal wave which is the touch
signal (${\Delta}$C$_{\mathrm{M}}$) modulated by a 300-kHz signal, as shown in Fig. 9(a). With the display noise of 1 V$_{\mathrm{PP}}$ at the ELVSS in Fig. 9(b), the DCA outputs are strongly coupled by the display interference noise, as shown
in Fig. 9(c). Because the coupling capacitance of 160 pF (= 8pF ${\times}$ 20 cells) is much larger
than the touch signal of 0.1 pF. Nevertheless, the common-mode component of the display
noise in the differential output voltage of the DCA is attenuated by employing a differential
sensing scheme, as shown in Fig. 9(d). Fig. 9(e) shows that the differential output voltage of the LPF shows the mean touch signal
voltage of 33.6 mV and 33.5 mV with and without the display noise, respectively. The
remaining display noise is 0.9 mV$_{\mathrm{pp}}$, degrading the SNR from 40.5~dB
to 39.6 dB.
Fig. 9. Transient simulation results of testbench: (a) DCA outputs without display
noise; (b) display noise at ELVSS; (c) DCA outputs with display noise; (d) differential
output of DCA; (e) differential output of LPF.
The effectiveness of a differential sensing scheme can be degraded by mismatches between
differential paths. Fig. 10 shows the SNR with the mismatch of -5% to +5% in the capacitances (C$_{\mathrm{p}}$,
C$_{\mathrm{c}}$, C$_{\mathrm{M}}$) and resistance (R$_{\mathrm{p}}$) of the TSP in
Table 1 and the parasitic capacitance of the FPCB routing (C$_{\mathrm{FPCB}}$) of 1 pF.
C$_{\mathrm{p}}$ and C$_{\mathrm{M}}$ are the unit-cell self capacitance and mutual
capacitance of the TSP, respectively. C$_{\mathrm{c}}$ is the unit-cell coupling capacitance
between the touch sensor and ELVSS. R$_{\mathrm{p}}$ is the unit-cell parasitic resistance
of the TSP. For Fig. 10, the TX driving voltage and frequency are 1.8 V and 300 kHz, respectively, with an
H-sync frequency of 167.8 kHz shown in Fig. 9(b). In consideration of circuit noise, the total integrated output-referred noise voltage
of 330~${\mu}$V$_{\mathrm{rms}}$ is considered at the MFB LPF output. The baseline
SNR is 40.5 dB when there is no display noise and no mismatch. Although the SNR is
degraded to 39.6 dB with display noise, the R$_{\mathrm{p}}$ mismatch doesn’t further
degrade the SNR. The C$_{\mathrm{FPCB}}$ mismatch degrades the SNR to 38.9 dB in the
worst case. The mismatches of C$_{\mathrm{p}}$, C$_{\mathrm{c}}$, and C$_{\mathrm{M}}$
significantly degrade the SNR, and higher mismatch ratios result in worse SNR. The
worst SNR degradation occurs due to C$_{\mathrm{c}}$ mismatch because the display
noise is coupled through C$_{\mathrm{c}}$ which is the largest capacitance.
Fig. 10. Simulated SNR with respect to mismatch in TSP and FPCB.
In summary, the differential sensing scheme is effective in rejecting the display
noise despite the C$_{\mathrm{FPCB}}$ and R$_{\mathrm{p}}$ mismatches. However, mismatches
in the TSP capacitances, such as C$_{\mathrm{p}}$, C$_{\mathrm{c}}$, and C$_{\mathrm{M}}$,
could significantly degrade the SNR. Note that the impact of each mismatch on SNR
may vary with the values of the capacitances and resistances.
2. High-voltage Driving Scheme at the TX
Utilizing a k-time high driving voltage at the TX can increase the touch signal power
and thus directly enhance the SNR by k$^{2}$ when the display noise is a dominant
noise source, as expressed by (3).
However, the SNR improvement diminishes when there is a chopping timing error because
the residual ripple voltage due to the chopping timing error at the LPF output also
increases proportional to the driving voltage. Fig. 11(a) shows the simulated SNR enhanced by the high-voltage driving of 1.8 V, 3.3 V, and
8 V for the signal frequency swept from 100 kHz to 500 kHz. In consideration of circuit
noise, the total integrated output-referred noise voltage of 330 ${\mu}$V$_{\mathrm{rms}}$
is considered at the MFB LPF output. With 1.8-V, 3.3-V, and 8-V driving, the SNR at
500 kHz is 36.1 dB, 41.3 dB, and 49 dB, respectively, showing a clear improvement
of 5.2 dB (~20log(3.3/1.8)) and 7.7 dB (~20log(8/3.3)) well matched with (3). However, for lower signal frequencies, the SNR improvement diminishes because the
ripple voltage at the LPF output is less filtered, which is proportional to the driving
voltage. With 8-V driving, the SNR reaches 54.8 dB at 190 kHz. With 3.3-V and 1.8-V
driving, the best SNR is 50.4 dB at 140 kHz and 47.1 dB at 110 kHz, respectively.
Although the peak SNR appears in different frequencies, the SNR also diminishes for
higher frequencies due to the low-pass filtering characteristic of the TSP shown in
Fig. 8(a).
Fig. 11. Simulated SNR: (a) enhanced by high-voltage driving; (b) degraded by display
noise.
3. Touch-display Frequency Synchronization Scheme
Fig. 11(b) shows how display noise degrades the SNR in the frequency domain, with the display
noise waveform shown in Fig. 9(b). In this case, the SNR dip predominantly occurs around 83.9 kHz, 251.7 kHz, and 419.5
kHz, which correspond to the odd harmonics of the display noise interference coupled
with the H-sync frequency of 167.8 kHz (83.9 kHz = 167.8 kHz/2, 251.7~kHz = 167.8
kHz·3/2, 419.5 kHz = 167.8 kHz·5/2). Although the effectiveness of high-voltage driving
is verified as expected by (3), the SNR dip occurs in a frequency range of about +/-25 kHz at the display noise frequencies,
preventing the use of signal frequency near the display noise frequencies. Therefore,
it is demonstrated that not only the high-voltage driving but also the frequency selection
significantly affects the SNR enhancement in the existence of display noise.
Fig. 12(a) displays three different display noise patterns which represent different display
data transitions, while Fig. 12(b) shows the power spectrum density (PSD) of each pattern obtained through FFT analysis.
The simulated PSD reveals that the display noise varies with each pattern; pattern
#1 and #3 exhibit a fundamental frequency tone at 83.9 kHz (=167.8 kHz/2), whereas
pattern #2 does not due to its period of 1-H time, as shown in Fig. 12(a), resulting in a fundamental frequency of 167.8 kHz. Pattern #1 and #3, with a period
of two times 1-H time, have a fundamental frequency of 83.9 kHz (=167.8 kHz/2). Fig. 12(c) depicts the simulated SNR of the AFE corresponding to each display noise pattern.
The SNR dip coincides with the frequencies of the display noise tones present in each
pattern, such as 83.9 kHz, 167.8 kHz, 251.7 kHz, 335.6~kHz, and 419.5 kHz. It is noteworthy
that the display noise interference occurs at harmonic frequencies half of the H-sync
frequency (= n·f$_{\mathrm{sync}}$/2).
Fig. 12. Simulated SNR dependent on display noise patterns: (a) three different display
noise patterns; (b) their FFT results; (c) simulated SNR.
V. Conclusions
The circuit techniques enhancing display noise immunity for the AFE of mutual-capacitive
touch systems are reviewed, and their effectiveness is evaluated. Demonstrated through
behavioral-level circuit simulations based on Verilog-A, the SNR can be effectively
enhanced using a high-voltage driving scheme with proper signal frequency selection,
avoiding the display-data-dependent fundamental and harmonic tones of display noise
interference at the TX. In addition, a fully differential sensing scheme at the RX
has limitations in rejecting display noise due to the channel-to-channel mismatch
of the TSP, especially capacitance mismatches. These results can be used for designing
high-SNR AFE in mutual-capacitive touch systems robust to display noise.
Appendix
1. Derivation of Differential Output of DCA
Fig. A1 shows the DCA schematic with the TSP in the touch event, which reduces the
mutual capacitance C$_{\mathrm{M}}$ between a sensing channel and driving channel
at the touched position by ${\Delta}$C$_{\mathrm{M}}$. For simplicity, other parasitic
capacitances and resistances of the TSP are ignored. The DCA outputs V$_{\mathrm{outp}}$
and V$_{\mathrm{outm}}$ are expressed by (4) and (5).
Then, the differential output of DCA, ${\Delta}$V$_{\mathrm{out}}$ (=V$_{\mathrm{outp}}$-V$_{\mathrm{outm}}$),
is shown in (6).
2. Derivation of Transfer Function of MFB LPF
In this section, the transfer function of a differential MFB LPF is derived. The derivation
process is equivalent to that of a single-ended version shown in Fig. A2(a). Applying
Kirchhoff's Current Law (KCL) at nodes X and Y gives Eqs. (7) and (8), respectively.
V$_{\mathrm{x}}$ denotes the voltage of node X. Substituting V$_{\mathrm{x}}$\- from
(8) into (7) yields Eq. (9), and the transfer function of the single-ended MFB LPF is expressed as (10). In the case of the differential version, C$_{1}$ can be replaced by two capacitors
of 2C$_{1}$ in series, as shown in Fig. A2(b). Then, the transfer function of the
differential MFB LPF can be obtained by employing the principle of a half circuit,
as shown in (11) where V$_{\mathrm{out,diff}}$ is equal to V$_{\mathrm{outp}}$-V$_{\mathrm{outm}}$,
and V$_{\mathrm{in,diff}}$ is equal to V$_{\mathrm{inp}}$-V$_{\mathrm{inm}}$.
ACKNOWLEDGMENTS
This work was supported by the Soongsil University Research Fund (New Professor
Support Research) of 2022. The EDA tool was supported by the IC Design Education Center
(IDEC), KOREA.
References
J.-S. Lee et al., “An LCD-VCOM-noise resilient mutual-capacitive touch-sensor IC chip
with a low-voltage driving signal,” IEEE Sensors Journal, vol. 15, no. 8, pp. 4595-4602,
Aug. 2015.
J. Park et al., “A mutual capacitance touch readout IC with 64% reduced-power adiabatic
driving over heavily coupled touch screen,” IEEE Journal of Solid-State Circuits,
vol. 54, no. 6, pp. 1694-1704, Jun. 2019.
J.-C. Lee et al., “An asynchronous single-ended touch sensing method for Y-OCTA using
adaptive TX duty control method,” SID Symposium Digest of Technical Papers, vol. 54,
no. 1, pp. 441-444, Jun. 2023.
S.-H. Choi et al., “Implementation of full-panel circuit models for interference estimation
between touch and display operation in on-cell touch AMOLED,” SID Symposium Digest
of Technical Papers, vol. 53, no. 1, pp. 24-27, Jun. 2022.
H. W. Cho et al., “The mechanism and solution of horizontal line defects by mutual
interference of flexible OLED and touch sensor,” SID Symposium Digest of Technical
Papers, vol. 51, no. 1, pp. 489-492, Sep. 2020.
J. Lee, H. Kim, J. Ham, and S. Ko, “Robust touch screen readout system to display
noise using multireference differential sensing scheme for flexible AMOLED display,”
MDPI Sensors, vol. 13, no. 6, pp. 1-22, Jun. 2022.
O.-K. Kwon et al., “Capacitive touch systems with styli for touch sensors: A review,”
IEEE Sensors Journal, vol. 18, no. 12, pp. 4832-4846, Apr. 2018.
H. Nam et al., “Review of capacitive touchscreen technologies: Overview, research
trends, and machine learning approaches,” MDPI Sensors, vol. 21, no. 14, pp. 1-26,
Jul. 2021.
Y.-H. Hwang et al., “An always-on 0.53-to-13.4 mW power-scalable touchscreen controller
for ultrathin touchscreen displays with current-mode filter and incremental hybrid
ΔΣ ADC,” in Proc. IEEE ESSCIRC, Sep. 2019, pp. 313-316.
J.-E. Park et al., “A noise-immunity-enhanced analog front-end for 36×64 touch-screen
controllers with 20-Vpp noise tolerance at 100 kHz,” IEEE Journal of Solid-State Circuits,
vol. 54, no. 6, pp. 1694-1704, Jun. 2019.
S. Seong et al., “A fully differential direct sampling touch screen readout with a
touch vector calibration for ultrathin organic light-emitting diode display,” IEEE
Transactions on Industrial Electronics, Early Access.
H. Jang et al., “A 51dB-SNR 120Hz-scan-rate 32×18 segmented-VCOM LCD in-cell touch-display-driver
IC with 96-channel compact shunt-sensing self-capacitance analog front-end,” in Proc.
IEEE ISSCC, Feb. 2020, pp. 432-434.
J.-S. An et al., “A highly noise-immune capacitive touch sensing system using an adaptive
chopper stabilization method,” IEEE Sensors Journal, vol. 17, no. 3, pp. 803-811,
Feb. 2017.
S.-H. Park et al., “A 0.26-nJ/node, 400-kHz Tx driving, filtered fully differential
readout IC with parasitic RC time delay reduction technique for 65-in 169×97 capacitive-type
touch screen panel,” IEEE Journal of Solid-State Circuits, vol. 52, no. 2, pp. 528-542,
Feb. 2017.
K.-D. Kim et al., “A fully-differential capacitive touch controller with input common-mode
feedback for symmetric display noise cancellation,” in Proc. IEEE SOVC, Jun. 2014,
pp.1-2.
M. Miyamoto et al., “A 143×81 mutual-capacitive touch-sensing analog front-end with
parallel drive and differential sensing architecture,” IEEE Journal of Solid-State
Circuits, vol. 50, no. 1, pp. 335-343, Jan. 2015.
“iPhone 15,” Apple, https://www.apple.com/in/iphone-15/specs/ (Accessed Jun 24, 2024)
“Galaxy S24 Ultra,” Samsung, https://www.samsung.com/sec/smartphones/galaxy-s24-ultra/specs/
(Accessed Jun 24, 2024)
“Video timings calculator,” https://tomverbeure.github.io/video_timings_calculator
(Accessed Jun 24, 2024)
Young-Ha Hwang (Member, IEEE) received the B.S. (summa cum laude) and Ph.D. degrees
in electrical and computer engineering from Seoul National University, Seoul, South
Korea, in 2014 and 2019, respectively. In 2019, he was with Inter-University Semiconductor
Research Center, Seoul National University, as a postdoctoral researcher. From 2020
to 2022, he was with Harvard University, Cambridge, MA, USA, as a postdoctoral fellow.
In 2022, he joined the School of Electronic Engineering, Soongsil University, Seoul,
South Korea, where he is currently an assistant professor. His research interests
include designing sensor interfaces, data converters, low-dropout regulators, and
CMOS application-specific ICs. Dr. Hwang received the Special Award at the IC Design
Education Center Chip Design Contest, International SoC Design Conference, in 2017.
He was a co-recipient of the Bronze Prize of HumanTech Paper Award from Samsung Electronics
in 2016.