Highly sensitive and robust soft tri-axial tactile sensors enabled by dual inductive sensing mechanisms

Si Chen , Su Li , Yiting Zheng , Brian Fong , Yizong Li , Penghao Dong , David Hwang , Shanshan Yao

Soft Science ›› 2025, Vol. 5 ›› Issue (1) : 6

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Soft Science ›› 2025, Vol. 5 ›› Issue (1) :6 DOI: 10.20517/ss.2024.56
Research Article

Highly sensitive and robust soft tri-axial tactile sensors enabled by dual inductive sensing mechanisms

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Abstract

Tri-axial tactile sensors that provide real-time information on both normal and shear forces are enabling technologies for tactile perception, which open up new possibilities in robotics, human-machine interfaces, environmental sensing, and health monitoring. Among tri-axial tactile sensors based on different mechanisms, inductive sensors possess good robustness against environmental contamination. Their low sensitivity to normal and shear loads, however, is a critical barrier. This work presents the rational design of soft inductive tri-axial tactile sensors that are capable of distinguishing static or dynamic normal and shear loads, with exceptional tactile sensitivity. Dual mechanisms of Biot-Savart law and Eddy current effect are explored to overcome the long-standing sensitivity issue. In addition, a hybrid coil with non-uniform spacing is designed to generate uniform magnetic fields, addressing the limitations of traditional uniform coils and significantly improving the sensor’s tactile sensitivity. The picosecond pulsed laser scribing technique makes it possible to pattern silver nanowires into inductive coils with high fidelity. A porous compressible layer is adopted to enable adjustable sensitivity and sensing range to meet diverse application demands. Finally, the sensor is integrated between the user’s leg and the orthosis, showcasing the sensor’s capability for real-time monitoring of tri-axial forces and its robustness against environmental objects.

Keywords

Tri-axial tactile sensors / pressure sensing / shear sensing / soft electronics / silver nanowires

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Si Chen, Su Li, Yiting Zheng, Brian Fong, Yizong Li, Penghao Dong, David Hwang, Shanshan Yao. Highly sensitive and robust soft tri-axial tactile sensors enabled by dual inductive sensing mechanisms. Soft Science, 2025, 5(1): 6 DOI:10.20517/ss.2024.56

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References

[1]

Seminara L,Watt SJ,Zuher F.Active haptic perception in robots: a review.Front Neurorobot2019;13:53 PMCID:PMC6651744

[2]

Nemah MN,Aldulaymi OH,Ismail AE.A review of non-invasive haptic feedback stimulation techniques for upper extremity prostheses.IJIE2019;11:299-326

[3]

Lim S,Kim J.Transparent and stretchable interactive human machine interface based on patterned graphene heterostructures.Adv Funct Mater2015;25:375-83

[4]

Flesher ,Downey JE.A brain-computer interface that evokes tactile sensations improves robotic arm control.Science2021;372:831-6 PMCID:PMC8715714

[5]

Santhanam G,Yu BM,Shenoy KV.A high-performance brain-computer interface.Nature2006;442:195-8

[6]

Chen S,Yang J,Yao S.Skin-integrated stretchable actuators toward skin-compatible haptic feedback and closed-loop human-machine interactions.npj Flex Electron2023;7:235

[7]

Chen S,Shen W.Multimodal 5-DOF stretchable electromagnetic actuators toward haptic information delivery.Adv Funct Mater2024;34:2314515

[8]

Brookhuis R,Wiegerink R,Elwenspoek M.3D force sensor for biomechanical applications.Sens Actuators A Phys2012;182:28-33

[9]

Xu H,Zhang N.Restoring finger-specific tactile sensations with a sensory soft neuroprosthetic hand through electrotactile stimulation.Soft Sci2022;2:19

[10]

Xu Y,Liu L.In-Sensor touch analysis for intent recognition.Adv Funct Mater2024;34:2411331

[11]

Huang Z,Xu Y.In-sensor tactile fusion and logic for accurate intention recognition.Adv Mater2024;36:e2407329

[12]

Chen Z,Zhang C.Multifunctional and reconfigurable electronic fabrics assisted by artificial intelligence for human augmentation.Adv Fiber Mater2024;6:229-42

[13]

Kaltenbrunner M,Reeder J.An ultra-lightweight design for imperceptible plastic electronics.Nature2013;499:458-63

[14]

Choi G,Oh S.A highly sensitive and stress-direction-recognizing asterisk-shaped carbon nanotube strain sensor.J Mater Chem C2019;7:9504-12

[15]

Shi M,Chen H.Self-powered analogue smart skin.ACS Nano2016;10:4083-91

[16]

Ham J,Kim J.Porous dielectric elastomer based flexible multiaxial tactile sensor for dexterous robotic or prosthetic hands.Adv Mater Technol2023;8:2200903

[17]

Johansson RS.Coding and use of tactile signals from the fingertips in object manipulation tasks.Nat Rev Neurosci2009;10:345-59

[18]

Sun K,Park HH.Hybrid architectures of heterogeneous carbon nanotube composite microstructures enable multiaxial strain perception with high sensitivity and ultrabroad sensing range.Small2018;14:e1803411

[19]

Chen S,Zhang C.Flexible piezoresistive three-dimensional force sensor based on interlocked structures.Sens Actuators A Phys2021;330:112857

[20]

Kwon S,Kim I,Na S.Direct 3D printing of graphene nanoplatelet/silver nanoparticle-based nanocomposites for multiaxial piezoresistive sensor applications.Adv Mater Technol2019;4:1800500

[21]

Tibrewala A,Phataralaoha A,Büttgenbach S.Development of 3D force sensors for nanopositioning and nanomeasuring machine.Sensors2009;9:3228-39 PMCID:PMC3297152

[22]

Ting Y,Nugraha A,Gunawan H.Design and characterization of one-layer PVDF thin film for a 3D force sensor.Sens Actuators A Phys2016;250:129-37

[23]

Zhu Y,Xiao Y,Sun L.A flexible three-dimensional force sensor based on PI piezoresistive film.J Mater Sci Mater Electron2018;29:19830-9

[24]

Jones, D.; Wang, H.; Alazmani, A.; et al. A soft multi-axial force sensor to assess tissue properties in realtime. In 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vancouver, Canada, September 24-28, 2017; Publisher: IEEE; pp 5738-43.

[25]

Nakashima, R.; Takahashi, H. Multi-axial tactile sensor using standing lig cantilevers on polyimide film. In 2022 IEEE 35th International Conference on Micro Electro Mechanical Systems Conference (MEMS), Tokyo, Japan, January 9-13, 2022; Publisher: IEEE; pp 688-90.

[26]

Kim K,Jeong Y,Gul O.All-soft multiaxial force sensor based on liquid metal for electronic skin.Micro Nano Syst Lett2021;9:126

[27]

Kim K,Suh J,Jeong Y.3D printing of multiaxial force sensors using carbon nanotube (CNT)/thermoplastic polyurethane (TPU) filaments.Sens Actuators A Phys2017;263:493-500

[28]

Wu, J.; Pancham, P. P.; Hsu, T.; et al. Capacitive tactile sensor with stacked structure and hybrid fabrication for multiaxial force decoupling. In 2022 IEEE Sensors, Dallas, USA, October 30-November 2, 2022; Publisher: IEEE; pp 1-3.

[29]

Zheng H,Wang H.DotView: A low-cost compact tactile sensor for pressure, shear, and torsion estimation.IEEE Robot Autom Lett2023;8:880-7

[30]

Aksoy B,Shea H.Soft monolithic shielded sensors to measure shear and normal forces for local slip detection.Adv Mater Technol2024;9:2400486

[31]

Hu H,Pan C.Wireless flexible magnetic tactile sensor with super-resolution in large-areas.ACS Nano2022;16:19271-80

[32]

Yan Y,Yang Z.Soft magnetic skin for super-resolution tactile sensing with force self-decoupling.Sci Robot2021;6:eabc8801

[33]

Wang H,de Boer G.Design and characterization of tri-axis soft inductive tactile sensors.IEEE Sensors J2018;18:7793-801

[34]

Yao S,Song R.Nanomaterial-enabled flexible and stretchable sensing systems: processing, integration, and applications.Adv Mater2020;32:e1902343

[35]

ATI Industrial Automation. Measure all six components of force and torque in a compact, rugged transducer. Available from: https://www.ati-ia.com/Products/ft/sensors.aspx. [Last accessed on 10 Jan 2025].

[36]

FUTEK Advanced Sensor Technology. Multi-axis sensors. Available from: https://www.futek.com/store/multi-axis-sensors. [Last accessed on 10 Jan 2025].

[37]

Wang L,Chapman GJ.An inductive force sensor for in-shoe plantar normal and shear load measurement.IEEE Sensors J2020;20:13318-31

[38]

Wang C,Liu B,Lu X.Metal thickness measurement system based on a double-coil eddy-current method with characteristic ratio detection.IEEE Trans Ind Electron2023;70:12904-12

[39]

Chen X.Flexible eddy current sensor array for proximity sensing.Sens Actuators A Phys2007;135:126-30

[40]

Kawasetsu, T.; Niiyama, R.; Kuniyoshi, Y. Flexible and soft inductive tri-axis tactile sensor using liquid metal as sensing target. In 2019 IEEE SENSORS, Montreal, Canada, October 27-30, 2019; Publisher: IEEE; pp 1-4.

[41]

Dong P,Yu S.Electromyogram-based lip-reading via unobtrusive dry electrodes and machine learning methods.Small2023;19:e2205058

[42]

Liu JM.Simple technique for measurements of pulsed Gaussian-beam spot sizes.Opt Lett1982;7:196-8

[43]

Yao S,Hinson R.Ultrasoft porous 3D conductive dry electrodes for electrophysiological sensing and myoelectric control.Adv Mater Technol2022;7:2101637 PMCID:PMC9581336

[44]

Kim JO,Kim Y.Highly ordered 3D microstructure-based electronic skin capable of differentiating pressure, temperature, and proximity.ACS Appl Mater Interfaces2019;11:1503-11

[45]

Wang H,Raske N.Robust and high-performance soft inductive tactile sensors based on the Eddy-current effect.Sens Actuators A Phys2018;271:44-52

[46]

Wang, H.; Liu, Y.; Li, W.; et al. Design of ultrastable and high resolution eddy-current displacement sensor system. In IECON 2014-40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, USA, October 29-November 1, 2014; Publisher: IEEE; pp 2333-39.

[47]

Liyuan Y,Pingjuan N,Run M.Novel square spiral Coil for achieving uniform Distribution of magnetic field.IOP Conf Ser Earth Environ Sci2019;332:042005

[48]

Peters C.Inductance calculation of planar multi-layer and multi-wire coils: an analytical approach.Sens Actuators A Phys2008;145-146:394-404

[49]

Rosa EB. The self and mutual inductances of linear conductors. Available from: https://nvlpubs.nist.gov/nistpubs/bulletin/04/nbsbulletinv4n2p301_a2b.pdf. [Last accessed on 10 Jan 2025].

[50]

Wang H,Veerapandian S.Folding and bending planar coils for highly precise soft angle sensing.Adv Mater Technol2020;5:2000659

[51]

Kawasetsu T,Ishihara H.Flexible tri-axis tactile sensor using spiral inductor and magnetorheological elastomer.IEEE Sensors J2018;18:5834-41

[52]

Zhu, Y.; Zhou, W.; Yao, S. Gas permeable, ultrathin, stretchable epidermal electronic devices and related methods. US 20220340726A1, 2022. Available from: https://patents.google.com/patent/US20220340726A1/en. [Last accessed on 10 Jan 2025].

[53]

Yao S,Poblete FR,Zhu Y.Multifunctional electronic textiles using silver nanowire composites.ACS Appl Mater Interfaces2019;11:31028-37

[54]

Trotec. Laser cutting and engraving machine Speedy Series. Available from: https://www.troteclaser.com/en-us/laser-machines/laser-engravers-speedy-series. [Last accessed on 10 Jan 2025].

[55]

Yeh S.Inductive micro tri-axial tactile sensor using a CMOS chip with a coil array.IEEE Electron Device Lett2019;40:620-3

[56]

Wattanasarn, S.; Noda, K.; Matsumoto, K.; et al. 3D flexible tactile sensor using electromagnetic induction coils. In 2012 IEEE 25th International Conference on Micro Electro Mechanical Systems (MEMS), Paris, France, January 29-February 2, 2012; Publisher: IEEE; pp 488-91.

[57]

Du L,Zhe J.An inductive sensor for real-time measurement of plantar normal and shear forces distribution.IEEE Trans Biomed Eng2015;62:1316-23

[58]

Hamaguchi S,Horii T.Soft inductive tactile sensor using flow-channel enclosing liquid metal.IEEE Robot Autom Lett2020;5:4028-34

[59]

Casanova, J. J.; Low, Z. N.; Lin, J.; et al. Transmitting coil achieving uniform magnetic field distribution for planar wireless power transfer system. In 2009 IEEE Radio and Wireless Symposium, San Diego, USA, January 18-22, 2009; Publisher: IEEE; pp 530-3.

[60]

Xu Q,Wang H,Sun M.Optimal design of planar spiral coil for uniform magnetic field to wirelessly power position-free targets.IEEE Trans Magn2021;57:1-9

[61]

Li, S.; Niu, P.; Yu, L.; et al. Design method of primary transmitting coil for realizing large uniform magnetic field distribution. In 2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE), Huhhot, China, September 14-16, 2018; Publisher: IEEE; pp 112-6.

[62]

Diao, Y.; Shen, Y.; Gao, Y. Design of coil structure achieving uniform magnetic field distribution for wireless charging platform. In 2011 4th International Conference on Power Electronics Systems and Applications, Hong Kong, China, June 8-10, 2011; Publisher: IEEE; pp 1-5.

[63]

Gefen A.COVID-19: pressure ulcers, pain and the cytokine storm.J Wound Care2020;29:540-2

[64]

StatPearls Publishing. Pressure ulcer. Available from: https://www.ncbi.nlm.nih.gov/books/NBK553107/. [Last accessed on 10 Jan 2025].

[65]

Gu M,Gao J.Nested-cell architecture and molecular surface modification enabled 10 megapascals range high sensitivity flexible pressure sensors for application in extreme environment.Adv Funct Mater2024;34:2400494

[66]

Yao S.Wearable multifunctional sensors using printed stretchable conductors made of silver nanowires.Nanoscale2014;6:2345-52

[67]

Arazpour M,Hutchins SW.Reciprocal gait orthoses and powered gait orthoses for walking by spinal cord injury patients.Prosthet Orthot Int2013;37:14-21

[68]

Lourenco L,Salomé GM.Quality of life and self-esteem in patients with paraplegia and pressure ulcers: a controlled cross-sectional study.J Wound Care2014;23:331-4,336

[69]

Lyder C.; E., A. Pressure Ulcers: A Patient Safety Issue. In Patient Safety and Quality: An Evidence-Based Handbook for Nurses; Hughes R.G., Eds.; Vol. 3; Rockville (MD): Agency for Healthcare Research and Quality (US); 2008, Chapter 12.

[70]

Devanand DB.Objective methods of monitoring usage of orthotic devices for the extremities: a systematic review.Sensors2023;23:7420 PMCID:PMC10490645

[71]

Cheng AJ,Sha Z.Recent advances of capacitive sensors: materials, microstructure designs, applications, and opportunities.Adv Mater Technol2023;8:2201959

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