Multi-material Direct Ink Writing and Embroidery for Stretchable Wearable Sensors
- URL: http://arxiv.org/abs/2603.18354v1
- Date: Wed, 18 Mar 2026 23:35:54 GMT
- Title: Multi-material Direct Ink Writing and Embroidery for Stretchable Wearable Sensors
- Abstract summary: This paper presents a textile-compatible fabrication workflow that integrates multi-material direct ink writing with automated embroidery to create stretchable strain sensors directly embedded into garments.<n>The process combines sequential multi-material printing of a silicone-carbon grease-silicone stack with automated embroidery that provides both mechanical fixation and electrical interfacing in a single step.
- Score: 4.793875298918988
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: The development of wearable sensing systems for sports performance tracking, rehabilitation, and injury prevention has driven growing demand for smart garments that combine comfort, durability, and accurate motion detection. This paper presents a textile-compatible fabrication workflow that integrates multi-material direct ink writing with automated embroidery to create stretchable strain sensors directly embedded into garments. The process combines sequential multi-material printing of a silicone-carbon grease-silicone stack with automated embroidery that provides both mechanical fixation and electrical interfacing in a single step. The resulting hybrid sensor demonstrates stretchability up to 120% strain while maintaining electrical continuity, with approximately linear behaviour up to 60% strain (R^2 = 0.99), a gauge factor of 31.4, and hysteresis of 22.9%. Repeated loading-unloading tests over 80 cycles show baseline and peak drift of 0.135% and 0.236% per cycle, respectively, indicating moderate cycle-to-cycle stability. Mechanical testing further confirms that the silicone-fabric interface remains intact under large deformation, with failure occurring in the textile rather than at the stitched boundary. As a preliminary proof of concept, the sensor was integrated into wearable elbow and knee sleeves for joint angle monitoring, showing a clear correlation between normalised resistance change and bending angle. By addressing both mechanical fixation and electrical interfacing through embroidery-based integration, this approach provides a reproducible and scalable pathway for incorporating printed stretchable electronics into textile systems for motion capture and soft robotic applications.
Related papers
- Effect of Twisted-Yarn Architecture on Pressure and Proximity Sensing Characteristics of Textile Capacitive Sensors for Robotic Skin [0.0]
textile-integrated capacitive sensors offer flexible and conformable sensing for wearable electronics and human-robot interaction.<n>This work presents a textile capacitive sensing platform based on silver-coated yarns coated with polydimethylsiloxane.<n>The influence of effective overlap area and inter-fiber separation on the capacitive response is investigated.
arXiv Detail & Related papers (2026-08-14T15:48:55Z) - AdaDexGrasp: Adaptive Dexterous Grasping via 3D Visuo-Tactile Representation Fusion [60.79507611737292]
Humans achieve stable and adaptive grasps by seamlessly integrating visual perception and tactile feedback.<n>Existing robotic grasping approaches rely on visual inputs and lack mechanisms for tactile-guided adaptation after contact.<n>We propose a unified visuo-tactile-fusion grasping framework that integrates grasp generation, feasibility prediction, and adaptive refinement.
arXiv Detail & Related papers (2026-08-06T16:29:11Z) - Toward Geometry-Scalable Whole-Body Touch for Humanoids: A 3D-Printed Conformal EIT Skin [66.36050076244905]
Whole-body tactile sensing is a prerequisite for humanoids that operate in contact-rich human environments.<n>We present a conformal electrical tactile tomography skin fabricated through a geometry-adaptable additive-manufacturing workflow.
arXiv Detail & Related papers (2026-08-03T11:33:30Z) - A Model-Based Decoupling Strategy for Proprioception and Contact Sensing in an Architected Soft Manipulator [49.225033144914214]
We present a model-based strategy that decouples proprioceptive and contact signals from fluidic pressure sensors embedded in a soft architected segment.<n>On a single ITH segment, this approach achieves proprioceptive shape estimation with a relative bending error of 0.11 +/- 0.02 and a contact detection rate of 97% across 178 trials.
arXiv Detail & Related papers (2026-07-17T03:03:19Z) - EIT-Pneumatic Hybrid Robotic Skin for Practical and Accurate Force Map Reconstruction [6.554973825521011]
The developed robotic skin is fabricated entirely by 3D printing and spray coating, making it affordable and easy to build.<n>A Tikhonov-regularized inverse reconstruction, paired with per-pad pneumatic calibration, enables accurate large-area tactile sensing.
arXiv Detail & Related papers (2026-05-27T13:34:23Z) - Improving Sensing Coverage and Compliance of 3D-Printed Artificial Skins Through Multi-Modal Sensing and Soft Materials [64.72383971121094]
3D-printed artificial skins are a scalable approach to whole-body tactile and proximity coverage.<n>We present a hybrid time-of-flight (ToF) and self-capacitance (SC) sensing skin that demonstrates multi-modal sensing integration.<n>We show that combining ToF and SC modalities enables contact detection, scene reconstruction, and pressure-correlated tactile responses with the compliant covering.
arXiv Detail & Related papers (2026-04-28T12:32:35Z) - Design of an In-Pipe Robot with Contact-Angle-Guided Kinematic Decoupling for Crosstalk-Suppressed Locomotion [20.379309593600414]
In-pipe inspection robots must traverse confined pipeline networks with elbows and three-dimensional fittings.<n>In compact V-shaped platforms, these functions often rely on shared contacts or indirect actuation.<n>This paper presents a V-shaped in-pipe robot with a joint-axis-and-wheel-separation layout that provides two physically independent actuation channels.
arXiv Detail & Related papers (2026-03-28T11:40:36Z) - Design, Modelling and Characterisation of a Miniature Fibre-Reinforced Soft Bending Actuator for Endoluminal Interventions [8.890440178145253]
Miniaturised soft pneumatic actuators are crucial for robotic intervention within highly constrained anatomical pathways.<n>This work presents the design and validation of a fibre-reinforced soft actuator at the centimetre scale for inte- gration into an endoluminal robotic platform.
arXiv Detail & Related papers (2026-03-25T16:11:25Z) - Tendon-Actuated Robots with a Tapered, Flexible Polymer Backbone: Design, Fabrication, and Modeling [0.4983856330186121]
3D-printed, tendon-actuated continuum robots featuring a flexible, tapered backbone constructed from thermoplastic polyurethane (TPU)<n>Our scalable design incorporates an integrated electronics base housing that enables direct tendon tension control and sensing via actuators and compression load cells.
arXiv Detail & Related papers (2026-03-19T16:46:00Z) - TiBCLaG: A Trigger-induced Bistable Compliant Laparoscopic Grasper [2.691739266364575]
Industrial laparoscopic graspers use multi-link rigid mechanisms manufactured to tight tolerances, resulting in high manufacturing and assembly costs.<n>This work presents the design and proof-of-concept validation of a monolithic, fully compliant, bistable, laparoscopic grasper.<n>The device integrates a compliant trigger and a compliant gripper end-effector, coupled via a control push-rod, to achieve stable grasping without continuous user input.
arXiv Detail & Related papers (2026-03-19T07:15:00Z) - ArrayTac: A tactile display for simultaneous rendering of shape, stiffness and friction [31.381555500488158]
ArrayTac is a piezoelectric-driven tactile display capable of simultaneously rendering shape, stiffness, and friction to reproduce realistic haptic signals.<n>The system pioneers a new pathway for high-fidelity haptic feedback by introducing the unprecedented capability to simultaneously render an object's shape, stiffness, and friction.
arXiv Detail & Related papers (2026-03-14T08:23:26Z) - A Soft Robotic Demonstration in the Stratosphere [62.91681227094761]
Soft robots offer advantages in adaptability, but most lack resilience to the pressure and temperature extremes found as close as the Stratosphere.<n>We present a crosslinking mechanism for silicone elastomers under ultraviolet light using trimethyl(methylcyclopentadienyl)platinum(IV) as a catalyst.<n>The material resilience advantage is demonstrated in controlled experiments at -40 and 120 C, as well as near vacuum, in comparison with state-of-the-art acrylic and silicone chemistries.
arXiv Detail & Related papers (2026-03-04T18:19:07Z) - A Robotic Testing Platform for Pipelined Discovery of Resilient Soft Actuators [63.07587517846448]
We propose an optimization pipeline enabled by a novel testing robot capable of scanning DEA lifetime.<n>The robot integrates electro-mechanical property measurement, programmable voltage input, and multi-channel testing capacity.<n>Using it, we scanned the lifetime of Elastosil-based linear actuators across parameters including input voltage magnitude, frequency, electrode material concentration, and electrical connection filler.
arXiv Detail & Related papers (2026-02-24T14:41:28Z) - Tendon-Driven Reciprocating and Non-Reciprocating Motion via Snapping Metabeams [0.0]
A tendon-driven mechanism consisting of spiral-based metabeams was developed for producing both reciprocating and non-reciprocating motion.<n>The spiral geometry allows large reversible deformation even when made from a relatively stiff material such as PLA.<n>The developed mechanism was further integrated into a swimming robot, where tendon-driven fins exhibited two distinct actuation modes.
arXiv Detail & Related papers (2026-02-20T16:35:51Z) - Fluidically Innervated Lattices Make Versatile and Durable Tactile Sensors [43.33741954317892]
We introduce a passive soft robotic fingertip with integrated tactile sensing, fabricated using a 3D-printed elastomer lattice with embedded air channels.<n>This sensorization approach, termed fluidic innervation, transforms the lattice into a tactile sensor by detecting pressure changes within sealed air channels.
arXiv Detail & Related papers (2025-07-28T18:00:04Z) - Distributed Sensing Along Fibres for Smart Clothing [1.024113475677323]
We introduce a prototype garment, compact readout circuit, and algorithm to measure localized strain along multiple regions of a fibre.
We employ a helical auxetic yarn sensor with tunable sensitivity along its length to selectively respond to strain signals.
Compared to optical motion capture, we achieve around 5deg error in reconstructing shoulder, elbow, and wrist joint angles.
arXiv Detail & Related papers (2024-02-14T10:08:24Z) - Origami Single-end Capacitive Sensing for Continuous Shape Estimation of Morphing Structures [3.8738594788734306]
We propose a novel single-end morphing capacitive sensing method for shape tracking, FxC, by combining Folding origami structures and capacitive sensing.
It was observed through embedding areas of origami structures with conductive materials as single-end capacitive sensing patches.
Experiment results show that the geometry primitives predicted from the capacitive signals have a strong correlation with the visual ground truth with R-squared value of up to 95% and tracking error of 6.5 mm for patches.
arXiv Detail & Related papers (2023-07-03T13:38:04Z) - Next Steps: Learning a Disentangled Gait Representation for Versatile
Quadruped Locomotion [69.87112582900363]
Current planners are unable to vary key gait parameters continuously while the robot is in motion.
In this work we address this limitation by learning a latent space capturing the key stance phases constituting a particular gait.
We demonstrate that specific properties of the drive signal map directly to gait parameters such as cadence, foot step height and full stance duration.
arXiv Detail & Related papers (2021-12-09T10:02:02Z) - Elastic Tactile Simulation Towards Tactile-Visual Perception [58.44106915440858]
We propose Elastic Interaction of Particles (EIP) for tactile simulation.
EIP models the tactile sensor as a group of coordinated particles, and the elastic property is applied to regulate the deformation of particles during contact.
We further propose a tactile-visual perception network that enables information fusion between tactile data and visual images.
arXiv Detail & Related papers (2021-08-11T03:49:59Z) - Elastic Interaction of Particles for Robotic Tactile Simulation [43.933808122317274]
We propose Elastic Interaction of Particles (EIP), a novel framework for tactile emulation.
EIP models the tactile sensor as a group of coordinated particles, and the elastic theory is applied to regulate the deformation of particles during the contact process.
Experiments to verify the effectiveness of our method have been carried out on two applications.
arXiv Detail & Related papers (2020-11-23T16:37:00Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.