Scalable Dynamic Tactile Sensing Enabled by Passive and Flexible Acoustic Waveguides
- URL: http://arxiv.org/abs/2606.13746v1
- Date: Thu, 11 Jun 2026 14:47:17 GMT
- Title: Scalable Dynamic Tactile Sensing Enabled by Passive and Flexible Acoustic Waveguides
- Abstract summary: We report a passive distributed paradigm using deep sub-wavelength acoustic waveguides.<n>System achieves real-time localization and waveform reconstruction.<n>This establishes a scalable, flexible, low-cost paradigm for next-generation human-machine interfaces.
- Score: 7.655371149677415
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Artificial dynamic tactile sensing requires sensitivity, robustness, and compliance, yet existing technologies face trade-offs when scaling to large-area arrays, compounded by wiring complexity and cost. Here, we report a passive distributed paradigm using deep sub-wavelength acoustic waveguides that decouples performance from structural flexibility. Elastic-membrane-capped Helmholtz resonators interconnected by spring-reinforced microtubes form an enclosed network with invariant acoustic transmission under macroscopic bending. By sparsely embedding microphones, the system achieves real-time localization (4 mm highest spatial resolution; >99% accuracy in a 4 microphones 64-node sensing array) and waveform reconstruction of low-frequency signals (<100 Hz). Fast Continuous Wavelet Transform and a lightweight neural network enable inference within 5.5 ms. We demonstrate conformable prototypes-fingertip arrays, a tactile glove, and large-area skins-detecting stimuli from single-hair contact to 5-mg particle impacts, arterial pulse waves, feather touches, and finger contact. This establishes a scalable, flexible, low-cost paradigm for next-generation human-machine interfaces.
Related papers
- Robust Slip Detection and Material Classification via Spatiotemporal Transformers on a Uniformly-Illuminated Visuo-Tactile Sensor [52.33204893988409]
We propose a visuo-tactile sensor featuring customized uniform illumination, alongside a unified perception framework.<n>The proposed hardware-software framework provides high-fidelity feedback and a powerful multi-modal perception baseline for complex robotic manipulation.
arXiv Detail & Related papers (2026-08-25T07:25:27Z) - 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) - Machine Learning-Based Reconstruction for Resistive Silicon Sensors [53.365453214937496]
We study machine-learning-based reconstruction and compression for resistive silicon sensors.<n>We use full-waveform information from correlated pads to regularise the reconstruction and extract spatial information.<n>We first introduce recurrent neural network models based on LSTM layers, which provide a proof-of-concept implementation for full-waveform reconstruction.
arXiv Detail & Related papers (2026-07-13T14:03:26Z) - Bidirectional Optical sensors for Actuation Tracking (BOAT) in soft lattice systems [0.2216657815393579]
We introduce a novel optical sensor based on two patterned waveguides arranged in an ellipsoidal geometry.<n>This Bidirectional Optical sensor for Actuation Tracking (BOAT) is seamlessly co-printed with a lattice structure actuated by an embedded pneumatic artificial muscle.
arXiv Detail & Related papers (2026-05-18T14:34:49Z) - 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) - A soft and lightweight fabric-based pneumatic interface for multimodal fingertip tactile feedback [3.5609228677180567]
We show that fabric-based pneumatic actuation can achieve adequate tactile output, low mass, simple fabrication, and untethered portability.<n>A psychophysical study with 15 participants demonstrates classification accuracy exceeding 90% across three distinct tactile modes.<n>These findings establish fabric-based pneumatic actuation as a viable technology route for lightweight, low-cost, and multimodal fingertip haptic interfaces.
arXiv Detail & Related papers (2026-04-01T20:49:00Z) - Adding internal audio sensing to internal vision enables human-like in-hand fabric recognition with soft robotic fingertips [24.17784887837483]
In this work, we present a system that can sense both types of haptic information.<n>Inspired by movements humans make to evaluate fabrics, our robot actively encloses and rubs fabric samples between its two sensitive fingers.
arXiv Detail & Related papers (2026-02-13T13:23:52Z) - 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) - Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves [69.9104427437916]
Multi-generator Wave Energy Converters (WEC) must handle multiple simultaneous waves coming from different directions called spread waves.
These complex devices need controllers with multiple objectives of energy capture efficiency, reduction of structural stress to limit maintenance, and proactive protection against high waves.
In this paper, we explore different function approximations for the policy and critic networks in modeling the sequential nature of the system dynamics.
arXiv Detail & Related papers (2024-04-17T02:04:10Z) - Machine Learning Extreme Acoustic Non-reciprocity in a Linear Waveguide
with Multiple Nonlinear Asymmetric Gates [68.8204255655161]
This work is a study of acoustic non-reciprocity exhibited by a passive one-dimensional linear waveguide incorporating two local strongly nonlinear, asymmetric gates.
The maximum transmissibility reaches as much as 40%, and the transmitted energy from upstream to downstream varies up to nine orders of magnitude, depending on the direction of wave propagation.
arXiv Detail & Related papers (2023-02-02T17:28:04Z) - 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) - Optimal control of a nitrogen-vacancy spin ensemble in diamond for
sensing in the pulsed domain [52.77024349608834]
Defects in solid state materials provide an ideal platform for quantum sensing.
Control of such an ensemble is challenging due to the spatial variation in both the defect energy levels and in any control field across a macroscopic sample.
We experimentally demonstrate that we can overcome these challenges using Floquet theory and optimal control optimization methods.
arXiv Detail & Related papers (2021-01-25T13:01:05Z) - Gigahertz phononic integrated circuits on thin-film lithium niobate on
sapphire [1.86413150130483]
We present a platform that uses the strong piezoelectric effect in a thin film of lithium niobate on sapphire to excite guided acoustic waves.
Putting these components together, we realize acoustic delay lines, racetrack resonators, and meander line waveguides for sensing applications.
arXiv Detail & Related papers (2020-07-09T17:51:23Z)
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.