Review of Screen-Printed Tactile Sensors

WANG Yi-lin; ZHAO Jia-feng; HUANG Jing-wen; WEN Ya-ding; WANG Yan; ZHANG Xiao-sheng

doi:10.12263/DZXB.20240405

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Review of Screen-Printed Tactile Sensors

Special Focus: Recipient of CIE Outstanding Doctoral Dissertation | 更新时间：2025-12-08

- Review of Screen-Printed Tactile Sensors
- ACTA ELECTRONICA SINICA Vol. 53, Issue 1, Pages: 24-40(2025)
- 作者机构：
  
  电子科技大学集成电路科学与工程学院，四川成都 611731
- 作者简介：
- 基金信息：
  
  National Natural Science Foundation of China(62074029;61905035;61971108;62004029;51905554);National Key Research and Development Program of China(2022YFB3206100);Key R&D Program of Sichuan Province(2022JDTD0020;2020ZHCG0038);Sichuan Science and Technology Program(2020JDJQ0036;2019YJ0198;2020YJ0015);Natural Science Foundation of Sichuan(2022NSFSC1941);Fundamental Research Funds for the Central Universities(ZYGX2019Z002)
- DOI：10.12263/DZXB.20240405
  CLC： TP212;TN605
- Received：07 May 2024，
  
  Revised：2024-08-13，
  
  Published：25 January 2025
- 稿件说明：
移动端阅览
王一琳, 赵佳锋, 黄婧雯, 等. 基于丝网印刷的触觉传感器研究综述[J]. 电子学报, 2025, 53(01): 24-40.

WANG Yi-lin, ZHAO Jia-feng, HUANG Jing-wen, et al. Review of Screen-Printed Tactile Sensors[J]. Acta Electronica Sinica, 2025, 53(01): 24-40.
王一琳, 赵佳锋, 黄婧雯, 等. 基于丝网印刷的触觉传感器研究综述[J]. 电子学报, 2025, 53(01): 24-40. DOI：10.12263/DZXB.20240405

WANG Yi-lin, ZHAO Jia-feng, HUANG Jing-wen, et al. Review of Screen-Printed Tactile Sensors[J]. Acta Electronica Sinica, 2025, 53(01): 24-40. DOI：10.12263/DZXB.20240405

摘要

触觉传感器是一种模拟人类触觉感知能力的传感器，能够检测和量化物理接触时产生的机械刺激或热刺激，并将这些信息转化为电信号，使电子系统获得感知触摸的能力，在人机接口、机器人等领域中受到广泛关注.随着纳米技术、材料科学和信息技术的发展，触觉传感器在向着柔性化、小型化的方向发展以适应在复杂曲面和可动表面上的运用.丝网印刷作为一种成熟的平面图形化加工工艺已被广泛应用于柔性电子的加工过程中.由于具备材料选择灵活、加工成本低、生产速度快等特点，丝网印刷在推动触觉传感器大规模应用方面具有巨大的潜力.本文对基于丝网印刷的触觉传感器的研究现状与最新进展进行了综述，从“丝网印刷的作用”、“丝网印刷触觉传感器的原理”和“提高丝网印刷触觉传感器灵敏度的方法”三个方面进行了分析与归纳.通过对文献的综述，总结了基于丝网印刷的触觉传感器制造方法，并揭示了丝网印刷的优势.最后基于丝网印刷触觉传感器所面临的问题和挑战，对其未来发展方向进行了展望，为相关研究提供参考.

Abstract

Tactile sensors are developed to mimic human tactile perception

they are able to detect and quantify mechanical or thermal stimuli generated during physical contact and convert the information into electrical signals

empowering electronic systems the ability to sense touch. So that tactile sensors have attracted significant attention in the fields of human-machine interface and robotics. With the development of nanotechnology

material science and information technology

tactile sensors advance to flexibility and miniaturization in order to adapt to the application on complex curved surfaces and movable surfaces. Screen printing

as a mature planar graphic process

has been widely used in the processing of flexible electronics. Due to the characteristics of flexible material selection

low processing cost and fast production speed

screen printing has great potential in promoting the large-scale application of tactile sensor. In this paper

we review the current research status and recent progress of screen-printed tactile sensors

from the aspects of “the role of screen-printing”

“the mechanism of screen-printed tactile sensors”

and “the methods to improve the sensitivity of screen-printed tactile sensors”. In the first aspect

the roles of screen printing are classified according to the function of the screen-printed part

including printing “conductive layer”

“active layer”

and “structural layer”. In the second aspect

the two types of sensing mechanisms

active and passive sensing

are summarized separately

which further demonstrates the compatibility of the screen-printing process. In the third aspect

four kinds of structures fabricated by screen printing are summarized to show the potential for high sensitivity of screen-printed tactile sensors. As a result of the review

the methods of tactile-sensor fabrication based on screen printing are summarized

and the advantages of screen printing are revealed. Finally

based on the challenges faced by screen-printed tactile sensors

an outlook on the future direction of their development is given

to provide references for related research.

关键词

Keywords

references

XIE Y X , WU X H , HUANG X B , et al . A deep learning-enabled skin-inspired pressure sensor for complicated recognition tasks with ultralong life [J ] . Research , 2023 , 6 : 0157 .

ZHAO Z X , TANG J S , YUAN J , et al . Large-scale integrated flexible tactile sensor array for sensitive smart robotic touch [J ] . ACS Nano , 2022 , 16 ( 10 ): 16784 - 16795 .

LONG Y , JIANG B , HUANG T C , et al . Super-stretchable, anti-freezing, anti-drying organogel ionic conductor for multi-mode flexible electronics [J ] . Advanced Functional Materials , 2023 , 33 ( 41 ): 2304625 .

AFZAL U , ASLAM M , MARYAM K , et al . Fabrication and characterization of a highly sensitive and flexible tactile sensor based on indium zinc oxide (IZO) with imprecise data analysis [J ] . ACS Omega , 2022 , 7 ( 36 ): 32569 - 32576 .

AN B W , HEO S , JI S , et al . Transparent and flexible fingerprint sensor array with multiplexed detection of tactile pressure and skin temperature [J ] . Nature Communications , 2018 , 9 ( 1 ): 2458 .

LV C Y , TIAN C C , JIANG J S , et al . Ultrasensitive linear capacitive pressure sensor with wrinkled microstructures for tactile perception [J ] . Advanced Science , 2023 , 10 ( 14 ): 2370085 .

WANG Z H , ZHAO Y W , JI J T , et al . A tactile skin based on the piezoelectric effect of PVDF and room temperature vulcanised silicone rubber [J ] . Materials Technology , 2022 , 37 ( 12 ): 2123 - 2131 .

HUYNH H Q , TRUNG T Q , BAG A , et al . Bio-inspired artificial fast-adaptive and slow-adaptive mechanoreceptors with synapse-like functions [J ] . Advanced Functional Materials , 2023 , 33 ( 42 ): 2303535 .

LIN W K , WANG B , PENG G X , et al . Skin-inspired piezoelectric tactile sensor array with crosstalk-free Row+Column electrodes for spatiotemporally distinguishing diverse stimuli [J ] . Advanced Science , 2021 , 8 ( 3 ): 2002817 .

YOON S I , KIM Y J . A flexible tactile sensor based on a thermoelectric device for simultaneous detection of contact heat and contact force [J ] . Journal of Micromechanics and Microengineering , 2010 , 20 ( 10 ): 105017 .

ZHU P C , WANG Y L , WANG Y , et al . Flexible 3D architectured piezo/thermoelectric bimodal tactile sensor array for E-skin application [J ] . Advanced Energy Materials , 2020 , 10 ( 39 ): 2001945 .

GAO F L , MIN P , MA Q , et al . Multifunctional thermoelectric temperature sensor for noncontact information transfer and tactile sensing in human-machine interaction [J ] . Advanced Functional Materials , 2024 , 34 ( 1 ): 2309553 .

DENG H T , WANG Z Y , WANG Y L , et al . Integrated hybrid sensing and microenergy for compact active microsystems [J ] . Microsystems & Nanoengineering , 2022 , 8 : 61 .

ALFADHEL A , KOSEL J . Magnetic nanocomposite cilia tactile sensor [J ] . Advanced Materials , 2015 , 27 ( 47 ): 7888 - 7892 .

DAI H Z , ZHANG C Q , PAN C F , et al . Split-type magnetic soft tactile sensor with 3D force decoupling [J ] . Advanced Materials , 2024 , 36 ( 11 ): 2470081 .

FU X , DONG J N , LI L , et al . Fingerprint-inspired dual-mode pressure sensor for robotic static and dynamic perception [J ] . Nano Energy , 2022 , 103 : 107788 .

SU L , XIONG Q , WANG H Y , et al . Porous-structure-promoted tribo-induced high-performance self-powered tactile sensor toward remote human-machine interaction [J ] . Advanced Science , 2022 , 9 ( 32 ): 2203510 .

XU J , SUN X , SUN B W , et al . Stretchable, adhesive, and bioinspired visual electronic skin with strain/temperature/pressure multimodal non-interference sensing [J ] . ACS Applied Materials & Interfaces , 2023 , 15 ( 28 ): 33774 - 33783 .

LI S , CHEN X L , LI X M , et al . Bioinspired robot skin with mechanically gated electron channels for sliding tactile perception [J ] . Science Advances , 2022 , 8 ( 48 ): eade0720 .

LI G Z , LIU S Q , MAO Q , et al . Multifunctional electronic skins enable robots to safely and dexterously interact with human [J ] . Advanced Science , 2022 , 9 ( 11 ): 2104969 .

LIU F Y , DESWAL S , CHRISTOU A , et al . Printed synaptic transistor-based electronic skin for robots to feel and learn [J ] . Science Robotics , 2022 , 7 ( 67 ): eabl7286 .

WU Y Z , LIU Y W , ZHOU Y L , et al . A skin-inspired tactile sensor for smart prosthetics [J ] . Science Robotics , 2018 , 3 ( 22 ): eaat0429 .

NÚÑEZ C G , NAVARAJ W T , POLAT E O , et al . Energy-autonomous, flexible, and transparent tactile skin [J ] . Advanced Functional Materials , 2017 , 27 ( 18 ): 1606287 .

XUN X C , ZHANG Z , ZHAO X , et al . Highly robust and self-powered electronic skin based on tough conductive self-healing elastomer [J ] . ACS Nano , 2020 , 14 ( 7 ): 9066 - 9072 .

VAGHASIYA J V , MAYORGA-MARTINEZ C C , VYSKOČIL J , et al . Black phosphorous-based human-machine communication interface [J ] . Nature Communications , 2023 , 14 ( 1 ): 2 .

WEN F , SUN Z D , HE T , et al . Machine learning glove using self-powered conductive superhydrophobic triboelectric textile for gesture recognition in VR/AR applications [J ] . Advanced Science , 2020 , 7 ( 14 ): 2000261 .

LIU Y C , LI H Y , LIANG X P , et al . Speech recognition using intelligent piezoresistive sensor based on polystyrene sphere microstructures [J ] . Advanced Intelligent Systems , 2023 , 5 ( 7 ): 2200427 .

WANG Q , JIAN M Q , WANG C Y , et al . Carbonized silk nanofiber membrane for transparent and sensitive electronic skin [J ] . Advanced Functional Materials , 2017 , 27 ( 9 ): 1605657 .

LEE G , BAE G Y , SON J H , et al . User-interactive thermotherapeutic electronic skin based on stretchable thermochromic strain sensor [J ] . Advanced Science , 2020 , 7 ( 17 ): 2001184 .

KIM J , CAMPBELL A S , DE ÁVILA B E , et al . Wearable biosensors for healthcare monitoring [J ] . Nature Biotechnology , 2019 , 37 ( 4 ): 389 - 406 .

PYO S , LEE J , BAE K , et al . Recent progress in flexible tactile sensors for human-interactive systems: From sensors to advanced applications [J ] . Advanced Materials , 2021 , 33 ( 47 ): 2170373 .

YANG R X , DUTTA A , LI B W , et al . Iontronic pressure sensor with high sensitivity over ultra-broad linear range enabled by laser-induced gradient micro-Pyramids [J ] . Nature Communications , 2023 , 14 ( 1 ): 2907 .

HE J , ZHOU R H , ZHANG Y F , et al . Strain-insensitive self-powered tactile sensor arrays based on intrinsically stretchable and patternable ultrathin conformal wrinkled graphene-elastomer composite [J ] . Advanced Functional Materials , 2022 , 32 ( 10 ): 2107281 .

GUO S Z , QIU K Y , MENG F B , et al . 3D printed stretchable tactile sensors [J ] . Advanced Materials , 2017 , 29 ( 27 ): 1701218 .

ZHANG C , ZHENG H X , SUN J , et al . 3D printed, solid-state conductive ionoelastomer as a generic building block for tactile applications [J ] . Advanced Materials , 2022 , 34 ( 2 ): 2105996 .

YU Y , LI J H , SOLOMON S A , et al . All-printed soft human-machine interface for robotic physicochemical sensing [J ] . Science Robotics , 2022 , 7 ( 67 ): eabn0495 .

DING Q F , CHEN H Y , WU J H , et al . Molding-free fully-printed flexible tactile sensors with performance- enhancing microstructures [J ] . IEEE Sensors Journal , 2022 , 22 ( 12 ): 11552 - 11561 .

LI D D , LIU X , CHEN X , et al . A simple strategy towards highly conductive silver-nanowire inks for screen-printed flexible transparent conductive films and wearable energy-storage devices [J ] . Advanced Materials Technologies , 2019 , 4 ( 8 ): 1900196 .

HYUN W J , LIM S , AHN B Y , et al . Screen printing of highly loaded silver inks on plastic substrates using silicon stencils [J ] . ACS Applied Materials & Interfaces , 2015 , 7 ( 23 ): 12619 - 12624 .

WHITE A , MCKIBBEN N , DENG Z X . Additive manufacturing of piezoelectric force sensors [C ] // Electroactive Polymer Actuators and Devices (EAPAD) XXIV . SPIE , 2022 : 342 - 349 .

ALIQUE M , MOYA A , KREUZER M , et al . Controlled poling of a fully printed piezoelectric PVDF-TrFE device as a multifunctional platform with inkjet-printed silver electrodes [J ] . Journal of Materials Chemistry C , 2022 , 10 ( 32 ): 11555 - 11564 .

WANG R H , LUM J , CALLAWAY Z , et al . A label-free impedance immunosensor using screen-printed interdigitated electrodes and magnetic nanobeads for the detection of E.coli O157: H7 [J ] . Biosensors , 2015 , 5 ( 4 ): 791 - 803 .

YÁÑEZ-SEDEÑO P , CAMPUZANO S , PINGARRÓN J M . Magnetic particles coupled to disposable screen printed transducers for electrochemical biosensing [J ] . Sensors , 2016 , 16 ( 10 ): 1585 .

DUAN S M , GAO X , WANG Y , et al . Scalable fabrication of highly crystalline organic semiconductor thin film by channel-restricted screen printing toward the low-cost fabrication of high-performance transistor arrays [J ] . Advanced Materials , 2019 , 31 ( 16 ): 1807975 .

KIM Y D , HONE J . Screen printing of 2D semiconductors [J ] . Nature , 2017 , 544 ( 7649 ): 167 - 168 .

樊明国 , 吴红 . 基于UV膜的柔性微带电路丝网印刷工艺研究 [J ] . 电子工艺技术 , 2017 , 38 ( 4 ): 226 - 228 .

FAN M G , WU H . Screen printing technology of flexible microstrip circuit based on UV film [J ] . Electronics Process Technology , 2017 , 38 ( 4 ): 226 - 228 . (in Chinese)

黄同科 . 丝网印刷工艺在印制电路行业中的应用 [J ] . 网印工业 , 2013 ( 3 ): 33 - 37 .

PESQUERO N C , GONGORA-RUBIO M R , YAMANAKA H . A novel LTCC electrochemical cell construction and characterization: A detection compartment for portable devices [J ] . The Analyst , 2013 , 138 ( 15 ): 4298 - 4304 .

MANJAKKAL L , SYNKIEWICZ B , ZARASKA K , et al . Development and characterization of miniaturized LTCC pH sensors with RuO 2 based sensing electrodes [J ] . Sensors and Actuators B: Chemical , 2016 , 223 : 641 - 649 .

WE J H , KIM S J , KIM G S , et al . Improvement of thermoelectric properties of screen-printed Bi 2 Te 3 thick film by optimization of the annealing process [J ] . Journal of Alloys and Compounds , 2013 , 552 : 107 - 110 .

YAO K , HE X J , XU Y , et al . Piezoelectric ceramic thick films deposited on silicon substrates by screen printing [C ] // Smart Structures and Materials 2004: Smart Electronics, MEMS, BioMEMS, and Nanotechnology . SPIE , 2004 : 108 - 113 .

CHEN C S , CHEN J X , HAN H C , et al . Perovskite solar cells based on screen-printed thin films [J ] . Nature , 2022 , 612 ( 7939 ): 266 - 271 .

DENG M M , SUBRAMANIAN V . Screen-printable Cu-Ag core-shell nanoparticle paste for reduced silver usage in solar cells: Particle design, paste formulation, and process optimization [J ] . ACS Applied Electronic Materials , 2022 , 4 ( 10 ): 4929 - 4935 .

PYO S , LEE J I , KIM M O , et al . Development of a flexible three-axis tactile sensor based on screen-printed carbon nanotube-polymer composite [J ] . Journal of Micromechanics and Microengineering , 2014 , 24 ( 7 ): 075012 .

HARADA S , KANAO K , YAMAMOTO Y , et al . Fully printed flexible fingerprint-like three-axis tactile and slip force and temperature sensors for artificial skin [J ] . ACS Nano , 2014 , 8 ( 12 ): 12851 - 12857 .

GO M , QI X , MATTEINI P , et al . High resolution screen-printing of carbon black/carbon nanotube composite for stretchable and wearable strain sensor with controllable sensitivity [J ] . Sensors and Actuators A: Physical , 2021 , 332 : 113098 .

YANG W , LI N W , ZHAO S Y , et al . A breathable and screen-printed pressure sensor based on nanofiber membranes for electronic skins [J ] . Advanced Materials Technologies , 2018 , 3 ( 2 ): 1700241 .

MIZUSHIMA M , TAKAGI S , ITANO H , et al . Flexible and capacitive tactile sensor sheet [C ] // 2014 International Conference on Electronics Packaging (ICEP) . Piscataway : IEEE , 2014 : 756 - 759 .

ZHAO J , ZHAO M , LI J Y , et al . Screen-printed all-in-one pressure sensor with integrated microsupercapacitor [J ] . IEEE Sensors Journal , 2023 , 23 ( 20 ): 25299 - 25306 .

SEKINE T , GAı̈TIS A , SATO J , et al . Low operating voltage and highly pressure-sensitive printed sensor for healthcare monitoring with analogic amplifier circuit [J ] . ACS Applied Electronic Materials , 2019 , 1 ( 2 ): 246 - 252 .

RAITERI D , SAALMINK M , BURGHOORN M , et al . Fully-printed stretchable pressure sensor arrays [C ] // 2019 IEEE SENSORS . Piscataway : IEEE , 2019 : 1 - 4 .

DEBÉDA H , LUCAT C . Modified standard screen-printing technology for processing of free-standing physical and chemical sensors [C ] // IEEE SENSORS 2014 Proceedings . Piscataway : IEEE , 2014 : 2097 - 2100 .

于振坤 , 张玉红 . 导电油墨的研究进展 [J ] . 胶体与聚合物 , 2021 , 39 ( 2 ): 80 - 84 .

YU Z K , ZHANG Y H . Research progress of conductive ink [J ] . Chinese Journal of Colloid & Polymer , 2021 , 39 ( 2 ): 80 - 84 . (in Chinese)

LIU J X , WANG M F , WANG P , et al . Cost-efficient flexible supercapacitive tactile sensor with superior sensitivity and high spatial resolution for human-robot interaction [J ] . IEEE Access , 2020 , 8 : 64836 - 64845 .

FRANCO M , CORREIA V , MARQUES P , et al . Environmentally friendly graphene-based conductive inks for multitouch capacitive sensing surfaces [J ] . Advanced Materials Interfaces , 2021 , 8 ( 18 ): 2100578 .

WEN D L , DENG H T , LIU X , et al . Wearable multi-sensing double-chain thermoelectric generator [J ] . Microsystems & Nanoengineering , 2020 , 6 ( 1 ): 68 .

OUYANG Q Q , YAO C J , CHEN H H , et al . Machine learning-coupled tactile recognition with high spatiotemporal resolution based on cross-striped nanocarbon piezoresistive sensor array [J ] . Biosensors and Bioelectronics , 2024 , 246 : 115873 .

AUBEELUCK D A , FORBRIGGER C , TAROMSARI S M , et al . Screen-printed resistive tactile sensor for monitoring tissue interaction forces on a surgical magnetic microgripper [J ] . ACS Applied Materials & Interfaces , 2023 , 15 ( 28 ): 34008 - 34022 .

WYZKIEWICZ I , GRABOWSKA I , CHUDY M , et al . Self-regulating heater for microfluidic reactors [J ] . Sensors and Actuators B: Chemical , 2006 , 114 ( 2 ): 893 - 896 .

VARGHESE T , DUN C C , KEMPF N , et al . Flexible thermoelectric devices of ultrahigh power factor by scalable printing and interface engineering [J ] . Advanced Functional Materials , 2020 , 30 ( 5 ): 1905796 .

WU H , XIE Y M , MA Y N , et al . Aqueous MXene/xanthan gum hybrid inks for screen-printing electromagnetic shielding, joule heater, and piezoresistive sensor [J ] . Small , 2022 , 18 ( 16 ): 2107087 .

MCGINN C K , KAM K A , LAURILA M M , et al . Formulation, printing, and poling method for piezoelectric films based on PVDF-TrFE [J ] . Journal of Applied Physics , 2020 , 128 ( 22 ): 225304 .

SHI H Y , AL-RUBAIAI M , HOLBROOK C M , et al . Screen-printed soft capacitive sensors for spatial mapping of both positive and negative pressures [J ] . Advanced Functional Materials , 2019 , 29 ( 23 ): 1809116 .

JIANG S W , YU J T , XIAO Y , et al . Ultrawide sensing range and highly sensitive flexible pressure sensor based on a percolative thin film with a knoll-like microstructured surface [J ] . ACS Applied Materials & Interfaces , 2019 , 11 ( 22 ): 20500 - 20508 .

TAN Q L , YANG M L , LUO T , et al . A novel interdigital capacitor pressure sensor based on LTCC technology [J ] . Journal of Sensors , 2014 , 2014 ( 1 ): 431503 .

ALBRECHT A , SALMERON J F , BECHERER M , et al . Screen-printed chipless wireless temperature sensor [J ] . IEEE Sensors Journal , 2019 , 19 ( 24 ): 12011 - 12015 .

NIKBAKHTNASRABADI F , HOSSEINI E S , DERVIN S , et al . Smart bandage with inductor-capacitor resonant tank based printed wireless pressure sensor on electrospun poly-L-lactide nanofibers [J ] . Advanced Electronic Materials , 2022 , 8 ( 7 ): 2101348 .

WU Z H , AI J W , MA Z , et al . Flexible out-of-plane wind sensors with a self-powered feature inspired by fine hairs of the spider [J ] . ACS Applied Materials & Interfaces , 2019 , 11 ( 47 ): 44865 - 44873 .

CAO R , PU X J , DU X Y , et al . Screen-printed washable electronic textiles as self-powered touch/gesture tribo-sensors for intelligent human-machine interaction [J ] . ACS Nano , 2018 , 12 ( 6 ): 5190 - 5196 .

ZHANG D , ZHANG K W , WANG Y M , et al . Thermoelectric effect induced electricity in stretchable graphene-polymer nanocomposites for ultrasensitive self-powered strain sensor system [J ] . Nano Energy , 2019 , 56 : 25 - 32 .

KIM G H , SHAO L , ZHANG K , et al . Engineered doping of organic semiconductors for enhanced thermoelectric efficiency [J ] . Nature Materials , 2013 , 12 ( 8 ): 719 - 723 .

ZHOU W B , FAN Q X , ZHANG Q , et al . High-performance and compact-designed flexible thermoelectric modules enabled by a reticulate carbon nanotube architecture [J ] . Nature Communications , 2017 , 8 ( 1 ): 14886 .

BYEON D , SOBOTA R , DELIME-CODRIN K , et al . Discovery of colossal seebeck effect in metallic Cu 2 Se [J ] . Nature Communications , 2019 , 10 ( 1 ): 72 .

VENKATASUBRAMANIAN R , SIIVOLA E , COLPITTS T , et al . Thin-film thermoelectric devices with high room-temperature figures of merit [J ] . Nature , 2001 , 413 ( 6856 ): 597 - 602 .

FIGUEIRA J , BONITO R M , CARVALHO J T , et al . Screen-printed, flexible, and eco-friendly thermoelectric touch sensors based on ethyl cellulose and graphite flakes inks [J ] . Flexible and Printed Electronics , 2023 , 8 ( 2 ): 025001 .

ZHANG Y F , LU G P , CHEN M , et al . Flexible self-powered tactile sensors based on hydrothermally grown ZnO nanorods [J ] . IEEE Sensors Journal , 2022 , 22 ( 13 ): 12613 - 12621 .

GONÇALVES S , SERRADO-NUNES J , OLIVEIRA J , et al . Environmentally friendly printable piezoelectric inks and their application in the development of all-printed touch screens [J ] . ACS Applied Electronic Materials , 2019 , 1 ( 8 ): 1678 - 1687 .

DEBÉDA H , LUCAT C , POMMIER-BUDINGER V . Printed piezoelectric materials for vibration-based damage detection [J ] . Procedia Engineering , 2016 , 168 : 708 - 712 .

MONROE M M , GUILLERMO VILLANUEVA L , BRIAND D . Low-temperature processing of screen-printed piezoelectric KNbO 3 with integration onto biodegradable paper substrates: 1 [J ] . Microsystems & Nanoengineering , 2023 , 9 : 19 .

EMAMIAN S , NARAKATHU B B , CHLAIHAWI A A , et al . Screen printing of flexible piezoelectric based device on polyethylene terephthalate (PET) and paper for touch and force sensing applications [J ] . Sensors and Actuators A: Physical , 2017 , 263 : 639 - 647 .

XIAO Y , JIANG S W , LIU P , et al . Highly sensitive and stable printed pressure sensor with microstructured grid arrays [J ] . Smart Materials and Structures , 2019 , 28 ( 10 ): 105027 .

CHEN Z , ZHANG Y , ZHU B , et al . Laser-sculptured hierarchical spinous structures for ultra-high-sensitivity iontronic sensors with a broad operation range [J ] . ACS Applied Materials & Interfaces , 2022 , 14 ( 17 ): 19672 - 19682 .

MENG X Y , MO L X , HAN S B , et al . Pressure-temperature dual-parameter flexible sensors based on conformal printing of conducting polymer PEDOT:PSS on microstructured substrate [J ] . Advanced Materials Interfaces , 2023 , 10 ( 5 ): 2201927 .

MO L X , MENG X Y , ZHAO J , et al . Full printed flexible pressure sensor based on microcapsule controllable structure and composite dielectrics [J ] . Flexible and Printed Electronics , 2021 , 6 ( 1 ): 014001 .

WANG Y F , SEKINE T , TAKEDA Y , et al . Printed strain sensor with high sensitivity and wide working range using a novel brittle-stretchable conductive network [J ] . ACS Applied Materials & Interfaces , 2020 , 12 ( 31 ): 35282 - 35290 .

WEI Y , TORAH R , YANG K , et al . A screen printable sacrificial fabrication process to realise a cantilever on fabric using a piezoelectric layer to detect motion for wearable applications [J ] . Sensors and Actuators A: Physical , 2013 , 203 : 241 - 248 .

LAKHMI R , DEBEDA H , DUFOUR I , et al . Force sensors based on screen-printed cantilevers [J ] . IEEE Sensors Journal , 2010 , 10 ( 6 ): 1133 - 1137 .

QIN Y X , XU H C , LI S Y , et al . Dual-mode flexible capacitive sensor for proximity-tactile interface and wireless perception [J ] . IEEE Sensors Journal , 2022 , 22 ( 11 ): 10446 - 10453 .

MASIHI S , ATASHBAR M Z , PANAHI M , et al . A novel printed fabric based porous capacitive pressure sensor for flexible electronic applications [C ] // 2019 IEEE SENSORS . Piscataway : IEEE , 2019 : 1 - 4 .

RA Y , LA M , CHO S , et al . Scalable batch fabrication of flexible, transparent and self-triggered tactile sensor array based on triboelectric effect [J ] . International Journal of Precision Engineering and Manufacturing-Green Technology , 2021 , 8 ( 2 ): 519 - 531 .

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