journal article·2026-06-01Open access

A bio-inspired proximity-tactile sensor array with beyond-extreme detection depth for embodied intelligence

Xiaohua Wu, Yingxi Xie, Zeji Wu, Yinzhe Feng, Yuxuan Liang, Longsheng Lu, Wei Yuan, Shu Yang, Di Xing, Yilin Zhong, Renpeng Yang, Jie Liu

Abstract

Abstract Flexible proximity-tactile sensors have attracted significant attention for enhancing robotic perception. Among them, capacitive flexible proximity–tactile dual-mode sensor arrays are rapidly becoming a key solution. However, existing sensor arrays are limited by their physical configurations and electrical interconnects, making it difficult to achieve high resolution and large detection depth simultaneously. To overcome the limited detection depth of traditional capacitive sensor arrays, this work introduces a novel tri-mode architecture with a distance-sensing mode, extending the maximum detection depth by up to 104.56% compared to a single sensor unit. Inspired by near-pupil reflection, a pupil-like layer was integrated into the traditional dual-mode sensor to realize high-resolution and tunable detection depth simultaneously. By introducing a fractal electrode design to enhance the fringing field, the sensitivity of proximity and tactile sensing is significantly improved. Additionally, sacrificial template methods are used to fabricate microporous structures in the electrodes and dielectric layers, enabling high sensitivity (3.38 × 10 –2 pF·kPa –1 ) over a broad pressure range (0 − 22.7 kPa), a wide detection limit (0 – 400 kPa), and large capacitance variation (>2.8 pF). The sensor array achieves high resolution and tunable detection depth (24.36 − 49.83 mm) and a large sensing distance (>90 mm). By stacking the proposed sensor array, the sweeping robot and humanoid robot demonstrate multi-level safety perception, obstacle recognition, gesture detection, and proximal target localization. This work addresses the fundamental trade-off between resolution and detection depth in capacitive flexible dual-mode proximity–tactile sensors, advancing robotic perception and interaction capabilities and paving a broad pathway for the practical deployment of future multi-mode sensors.
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Research context

OpenAlex topics: Advanced Sensor and Energy Harvesting Materials · Dielectric materials and actuators · Innovative Energy Harvesting Technologies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (32)

Show source-provided references
1. A printed proximity-sensing surface based on organic pyroelectric sensors and organic thin-film transistor electronics10.1038/s41928-022-00762-6 ↗
2. Functional mimicry of Ruffini receptors with fibre Bragg gratings and deep neural networks enables a bio-inspired large-area tactile-sensitive skin10.1038/s42256-022-00487-3 ↗
3. Learning human–environment interactions using conformal tactile textiles10.1038/s41928-021-00558-0 ↗
4. A networked intelligent elderly care model based on nursing robots to achieve healthy aging10.34133/research.0592 ↗
5. Multimodal tactile sensing fused with vision for dexterous robotic housekeeping10.1038/s41467-024-51261-5 ↗
6. Design of edge computing for 5G-enabled tactile internet-based industrial applications10.1109/MCOM.001.21261 ↗
7. Real-time obstacle avoidance using dual-type proximity sensor for safe human-robot interaction10.1109/LRA.2021.3102318 ↗
8. Multifunctional electronic skins enable robots to safely and dexterously interact with human10.1002/advs.202104969 ↗
9. Proximity perception in human-centered robotics: a survey on sensing systems and applications10.1109/TRO.2021.3111786 ↗
10. Advanced approaches to decoupled sensory signal monitoring in human interface systems10.1088/2631-7990/adbc4e ↗
11. Manufacturing strategies for highly sensitive and self-powered piezoelectric and triboelectric tactile sensors10.1088/2631-7990/ad88be ↗
12. Flexible nanogenerators for intelligent robotics: design, manufacturing, and applications10.1088/2631-7990/ad94b8 ↗
13. Fringing-effect-based capacitive proximity sensors10.1002/adfm.202409820 ↗
14. Proximity sensing electronic skin: principles, characteristics, and applications10.1002/advs.202308560 ↗
15. Dual-mode capacitive proximity sensor for robot application: implementation of tactile and proximity sensing capability on a single polymer platform using shared electrodes10.1109/JSEN.2009.2030660 ↗
16. Flexible fringe effect capacitive sensors with simultaneous high-performance contact and non-contact sensing capabilities10.1002/sstr.202000079 ↗
17. Development of a flexible capacitive tactile-proximity sensor array with CMOS integration for enhanced sensitivity10.1109/JSEN.2024.3486106 ↗
18. Pupillary response to fusional eye movements10.1016/0002-9394(64)90782-2 ↗
19. Accommodative and pupillary responses to sinusoidal target depth movement10.1111/j.1475-1313.1993.tb00467.x ↗
20. Design principles for multichannel fringing electric field sensors10.1109/JSEN.2006.870161 ↗
21. Generalized space-filling Gosper curves and their application to the design of wideband modular planar antenna arrays10.1109/TAP.2010.2078439 ↗
22. A Sierpiński triangle geometric algorithm for generating stronger structures10.1088/1742-6596/1901/1/012066 ↗
23. Analysis of the Hilbert curve for representing two-dimensional space10.1016/S0020-0190(97)00014-8 ↗
24. The Koch curve: a geometric proof10.1080/00029890.2007.11920392 ↗
25. Low-cost, flexible annular interdigital capacitive sensor (Faics) with carbon black-Pdms sensitive layer for proximity and pressure sensing
26. Planar capacitive sensors–designs and applications10.1108/02602281011010772 ↗
27. Biodegradable and flexible arterial-pulse sensor for the wireless monitoring of blood flow10.1038/s41551-018-0336-5 ↗
28. Topological-insulator nanocomposite and graphite-like tribo-charge-accumulating fabric enabling high-performance non-contact stretchable and textile-based triboelectric nanogenerators with robust charge retention10.1002/aenm.202402169 ↗
29. A flexible contact and non-contact bifunctional intelligent sensing system based on a triboelectric nanogenerator10.1016/j.nanoen.2025.110995 ↗
30. Handwriting character recognition based on conductor/insulator-identifiable E-tattoo proximity sensors for blinds10.1002/adfm.202306704 ↗
31. Magnetically induced grid structure for enhancing the performance of a dual-mode flexible sensor with tactile/touchless perception10.1021/acsami.3c16240 ↗
32. The Yeoh model applied to the modeling of large deformation contact/impact problems10.1016/j.ijimpeng.2008.09.008 ↗