signal processing for pen and touch sensors

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Signal Processing for Pen and Touch Sensors May 31, 2021 Masayuki Miyamoto Wacom Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

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Page 1: Signal Processing for Pen and Touch Sensors

Signal Processing for Pen and Touch Sensors

May 31, 2021Masayuki MiyamotoWacom

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

Page 2: Signal Processing for Pen and Touch Sensors

Outline

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

1. Pen and Touch User Interface2. EMR (Electro-Magnetic Resonance) Sensing Technology3. Capacitive Sensing Technology

- Principle- SNR Enhancement- Noise Immunity- Sensor Requirement- Passive Pen- Active Pen

4. Latest Technical Challenges

Page 3: Signal Processing for Pen and Touch Sensors

Pen and Touch User Interface

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

Page 4: Signal Processing for Pen and Touch Sensors

Games

Professional Creation Support

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Page 5: Signal Processing for Pen and Touch Sensors
Page 6: Signal Processing for Pen and Touch Sensors

Pen Tablet Products for Creative Users

6Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

Page 7: Signal Processing for Pen and Touch Sensors

Digital Signature System

Lalaport, Mitsui Fudosan Retail Management, Japan

Citibank, Korea Signature TabletsWacom Clipboard

Page 8: Signal Processing for Pen and Touch Sensors

Wacom Ink Layer Language

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

Page 9: Signal Processing for Pen and Touch Sensors

Pen and Ink Solutionsfor Smartphones , Tablet, PC, Digital Stationery, etc.

9Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

Page 10: Signal Processing for Pen and Touch Sensors

Electro-Magnetic ResonanceSensing Technology

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Page 11: Signal Processing for Pen and Touch Sensors

EMR: Sensing Principle

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

https://tablet.wacom.co.jp/what/news-img/W8002basis.pdf

- No Battery in the pen

Page 12: Signal Processing for Pen and Touch Sensors

EMR: Sensing Signals

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

https://tablet.wacom.co.jp/what/news-img/W8002basis.pdf

Page 13: Signal Processing for Pen and Touch Sensors

EMR: Pen Position Sensing

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

https://tablet.wacom.co.jp/what/news-img/W8002basis.pdf

Page 14: Signal Processing for Pen and Touch Sensors

EMR: Pen Pressure, Side Switch, Eraser

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

https://tablet.wacom.co.jp/what/news-img/W8002basis.pdf

[An Example]

Page 15: Signal Processing for Pen and Touch Sensors

EMR: Sensor Stack-up

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

https://tablet.wacom.co.jp/what/news-img/W8002basis.pdf

Page 16: Signal Processing for Pen and Touch Sensors

Capacitive Sensing Technology- Principle- SNR Enhancement- Noise Immunity- Sensor Requirement- Passive Pen- Active Pen

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

Page 17: Signal Processing for Pen and Touch Sensors

Mutual Capacitance Sensing

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https://www.bareconductive.com/blogs/blog/how-do-the-touch-boards-capacitive-sensors-work

Substrate

Page 18: Signal Processing for Pen and Touch Sensors

Mutual Capacitance Sensor Pattern【Diamond】 【Stripe】

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Sensing Control Circuit Sensing Control Circuit

Page 19: Signal Processing for Pen and Touch Sensors

How to estimate the capacitance1. Charge Integration (Charge to Voltage Conversion)

Cm

Vdrive

Vout = - Cm/Cint(Vdrive – Vref)

2. Frequency Response

Cm

CrxCtx

RrxRtx

vi vo = G(jω)vi

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

Page 20: Signal Processing for Pen and Touch Sensors

Sequential Drive and SNR

0

1

2

3

4

10 100

Re

lati

ve

SN

R

Number of Drive Channels

SNR decreases as the number of channel increases

C12

C11

C1N CMN

C1j CMj

C21

C2j C3j

C2N C3N

CM2C32C22

C31 CM1

Time Sequential Drive

M

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

Page 21: Signal Processing for Pen and Touch Sensors

A Smart Solution: Parallel Drive

By driving all the channels in parallel, SNR increases.

Parallel Drive

𝐕𝒊

𝐒𝐣 = Sj1, ⋯ , SjL =

i=1

M

Cij𝐕𝐢

𝐒𝐣, 𝐕𝐥 = σi=1M Cij𝐕𝐢, 𝐕𝐥

= σi=1M Cij 𝐕𝐢, 𝐕𝐥

= σi=1M Cij Lδil

= CljL

if 𝐕𝐢, 𝐕𝐥 = σk=1L VikVlk = Lδil

C12

C11 CM1

C1N CMN

C1j CMj

C21

C2j

C31

C3j

C2N C3N

CM2C32C22

Signal Reconstruction

TimeParallel Drive

M

𝐕𝟏 𝐕𝑴

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

Page 22: Signal Processing for Pen and Touch Sensors

SNR Comparison: Sequential vs. Parallel

0

1

2

3

4

10 100

Re

lati

ve

SN

R

Number of Drive Channels

Sequential Drive

Parallel Drive

(Assumption) Sensor’s channel resistance is 0.

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

Page 23: Signal Processing for Pen and Touch Sensors

Measured Results: Sequential vs Parallel Sequential Drive Parallel Drive

#(Drive & Sense Cycle) = 348 = 87 x 4 #(Drive & Sense Cycle) = 254 = 127 x 2

S0

S4

S8

S12

S16

S20

S24

S28

S32

D0 D2 D4 D6 D8 D10 D12 D14 D16 D18 D20 D22 D24 D26 D28 D30 D32 D34

C(fF

)

S0

S4

S8

S12

S16

S20

S24

S28

S32

D0 D2 D4 D6 D8 D10 D12 D14 D16 D18 D20 D22 D24 D26 D28 D30 D32 D34

C(fF

)

#(Drive Channel) = 87

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

Page 24: Signal Processing for Pen and Touch Sensors

Parallel drive: HadamardHadamard Matrix: Mutually Orthogonal

https://en.wikipedia.org/wiki/Hadamard_matrix

DC saturation of the AFE vs GainPeriodicity vs Noise Immunity

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Page 25: Signal Processing for Pen and Touch Sensors

Parallel drive: M-SequenceShifted MLS (Maximum Length Sequence)s: Pseudo Orthogonal

MLS has Pseudo Randomness- Less DC component

-> No DC offset issue-> Higher Gain -> Higher SNR

- Pseudo Randomness-> Spread spectrum-> Better Noise Immunity

𝐕𝐢, 𝐕𝐥 =

k=1

L

VikVlk

= L if i = k,= −1 otherwise.

-5

0

5

10

15

20

25

30

35

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31

Au

to C

orr

elat

ion

M-Sequence (L = 31 = 26-1)

[Example Sequence] 0000100101100111110001101110101generated from x 5 + x 2 + 1 (primitive polynomial)

・・・

-1-1-1-11

-1-11

-111

-1-111111

-1-1-111

-1111

-11

-11

1-1-1-1-11

-1-11

-111

-1-111111

-1-1-111

-1111

-11

-1

-11

-1-1-1-11

-1-11

-111

-1-111111

-1-1-111

-1111

-11

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

Page 26: Signal Processing for Pen and Touch Sensors

CH1:200mV/div

Horizontal:20us/div

k-th sense channel

LCD: 19.5” FHD

Touch Sensor

# of Channel: 88×50

Channel pitch: 5.0mm

Air Gap: 1.5mm

Display Noise

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Page 27: Signal Processing for Pen and Touch Sensors

Horizontal:20us/div

CH1:200mV/divCH2:200mV/div

CH1-CH2:20mV/div

Noise Cancellation by Differential Sensing

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Page 28: Signal Processing for Pen and Touch Sensors

Advantage of Differential Sensing

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IEEE J. Solid-State Circuits, vol. 50, no. 1, pp. 335–343, Jan. 2015.

- Common Mode Noise Cancellation- Higher SNR thanks to Higher Gain

Page 29: Signal Processing for Pen and Touch Sensors

Two Phase Rx Circuit Operation

Inp i CVCInn

phase-1

phase-22ichannel sense

12ichannel sense +

22ichannel sense +

i=0, …, [N/2]-1.

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

IEEE J. Solid-State Circuits, vol. 50, no. 1, pp. 335–343, Jan. 2015.

CVC: Charge to Voltage Converter

Page 30: Signal Processing for Pen and Touch Sensors

Power Supply Noise

AC Adaptor

Battery

68kHz(Fundamental)

136kHz(2nd)

204kHz(3rd)

272kHz(4th)

200kHz

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Page 31: Signal Processing for Pen and Touch Sensors

Environmental Noise: Fluorescent Light

Light: ON

Light: OFF

48kHz(Fundamental)

96kHz(2nd)

144kHz(3rd)

192kHz(4th)

200kHz

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Page 32: Signal Processing for Pen and Touch Sensors

- RC Time constant: ITO’s time constant is too large to realize large format sensors over 30-inch- Light Transmittance- Visibility: Color, Moire, etc.- Bezel Area

Sensor Material Requirement

Sensor pitch = 5mm

200μm

200μm

SheetResistance Metal Width Time Constant

(Normalized)

Metal MeshCopper

(Thickness : 7um) 0.003Ω/sq. 7um 1

Silver Paste(Thickness : 9um) 0.2Ω/sq. 6um 78

ITO on Glass 20Ω/sq. - 260on Film 150Ω/sq. - 1950

Time Constant Comparison A Random Mesh Pattern

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Page 33: Signal Processing for Pen and Touch Sensors

Mesh Sensor Design Example

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Page 34: Signal Processing for Pen and Touch Sensors

Capacitance Changes with a Finger

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Page 35: Signal Processing for Pen and Touch Sensors

Small Capacitance Change of a Deformed Tip

Conductive fabrics

Tip Deformation

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Page 36: Signal Processing for Pen and Touch Sensors

Active Pen with Capacitive Touch Sensor

Active Pen sends out electrical signal to touch sensor.The signal can be modulated with pen’s information: the button, pressure, color, ID, etc.

Touch controller calculates stylus (x, y) coordinates from the received signal and demodulates pen’s information.

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

Page 37: Signal Processing for Pen and Touch Sensors

One Way Active Pen System

TC synchronizes to the penNot easy to realize Simultaneous Multiple Pens Operation.

x-coordinate

y-coordinate

TC

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Page 38: Signal Processing for Pen and Touch Sensors

Two Way Active Pen System

1. Uplink: for Synchronization

2. Downlink: Multiple Stylus Detection

Each pen synchronizes to TC through Uplink Beacon from TC.Easy to realize Simultaneous Multiple Pens operation.

TC

TCBeacon

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Page 39: Signal Processing for Pen and Touch Sensors

Comparison of Capacitive Pen TechnologyPassive One Way Active Two Way Active

Button No Yes Yes

Hover NG OK OK

Multiple Styluses / w Different Properties

OK / No No / No OK / OK

Dead Region* Yes No No

In-cell Panel Yes No Yes

[Dead Region]It is impossible to detect passive pen signal placed very close to a “palm”,since the passive pen signal is small and buried in the palm signal due to its fringing capacitance.

Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.Proc. IEEE Asian Solid-State Circuits Conf. (A-SSCC), 2014, pp. 217–220

Page 40: Signal Processing for Pen and Touch Sensors

Example of Two-Way Active Pen Protocol

US9977519B2

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Page 41: Signal Processing for Pen and Touch Sensors

Universality / Interoperability of Active Pen

Architecture PROS CONS

Approach 1 Pen enables all the protocol Free competition Complex Implementation

Approach 2 Use a unified protocol Conceptually Simple Restricted Competition

Protocol 1 Protocol 2 Protocol 3

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Page 42: Signal Processing for Pen and Touch Sensors

An Implementation

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240Hz Multiple Active/Passive Pens with 41dB/32dB SNR for 0.5mm Diameter, 85nm CMOS(1P6M)IEEE Int. Solid-State Circuits Conf. (ISSCC) Dig. Tech. Papers, pp. 120–122, Feb. 2015.

Page 43: Signal Processing for Pen and Touch Sensors

Latest Technical Challenges

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Page 44: Signal Processing for Pen and Touch Sensors

Evolution of Touch Sensor Structure and Controller IC

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In-cell Sensors for LCDSmall Bezel –> Less Design Constraints Simple Structure –> Simple Manufacturing Process / Simple Supply Chain –> Low cost / Less Lead Time

TXDisplay

Cover Glass

FilmRX

- Mutual Sensing- Two Layer Out-cell Sensor- Two ICs

TouchController

- Mutual Sensing - Hybrid In-cell Sensor- Two ICs

TDDIDisplayDriver

Display

Cover GlassRX

- Self Sensing - In-cell Sensor- One IC: TDDI*

*Touch and Display Driver Integration

RXRXRXRXRX RX

Display

Cover Glass

TXRX

RXRX RX

TouchController

DisplayDriver

Conventional Hybrid In-cell In-cell

Page 45: Signal Processing for Pen and Touch Sensors

In-cell Segmented V-com Sensor

Segmented Vcom Sensor

- No Additional Layer for Touch

- Sharing between Display and

Touch Processing

TDDI: Touch and Display Driver Integration

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Page 46: Signal Processing for Pen and Touch Sensors

Self Capacitance

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https://www.bareconductive.com/blogs/blog/how-do-the-touch-boards-capacitive-sensors-work

Substrate

Page 47: Signal Processing for Pen and Touch Sensors

Interleaved Operation for In-cell Display

Pen

Display Driver &

Touch/PenController t

t

Display drive

Touch sensing

Uplink

1 frame

V blank Long H blank

Pen synchronizes to Display with Uplink

Downlink

Uplink

CONS: Less time available for Touch/Pen processing

PROS: No Display Noise in Touch/Pen period

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Page 48: Signal Processing for Pen and Touch Sensors

Technical Challenges

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1. Display Technology Evolution- In-cell LCD- Foldable OLED

2. Design Constraints- Huge Parasitic Capacitance- Stronger Nosie Injection

3. Signal Processing- Total Architecture: Sensor structure, Panel Drive, Sensing, etc.- Digitally Enhanced Analog Performance: Dynamic Range, SNR, etc.

Page 49: Signal Processing for Pen and Touch Sensors

Appendix

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Page 50: Signal Processing for Pen and Touch Sensors

+ computer

Harmony “Wa” between computers & human beings

Page 51: Signal Processing for Pen and Touch Sensors

Wacom Co., Ltd.

All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.

Head Office2-510-1, Toyonodai, Kazo-shi,Saitama, Japan

Date of Founding July 12, 1983Paid-in Capital JPY 4.2 bn. (as of March 31, 2020)President & CEO Nobutaka IdeRevenue JPY 108.5 bn. (FY 03/2021)Employees 1,012 (incl. temporary staff) (as of March 31, 2020)Stock Market Tokyo Stock Exchange 1st Section (6727)Business Line ・Brand products (creative pen tablet, etc.)

・Technology solution (digital pen sensor system, etc.)

Page 52: Signal Processing for Pen and Touch Sensors
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Confidential. All Rights Reserved. Copyright © 2021 Wacom Co., Ltd.