FlexiTac: A Low-Cost, Open-Source, Scalable Tactile Sensing Solution for Robotic Systems
TLDR
FlexiTac is a low-cost, open-source, and scalable tactile sensing solution for robots, enabling real-time control and advanced learning pipelines.
Key contributions
- Presents FlexiTac, a low-cost, open-source, and scalable piezoresistive tactile sensing solution for robotic end-effectors.
- Features flexible sensor pads with integrated FPC electrodes for high fabrication throughput and mechanical compliance.
- Includes a compact, low-cost readout board streaming synchronized tactile data at 100 Hz for real-time control.
- Supports advanced tactile learning, including visuo-tactile fusion, skill transfer, and real-to-sim-to-real fine-tuning.
Why it matters
This paper introduces FlexiTac, a practical and accessible tactile sensing system. Its open-source nature and low cost democratize advanced robotic manipulation research. By supporting modern learning pipelines, it accelerates the development of more dexterous and intelligent robots.
Original Abstract
We present FlexiTac, a low-cost, open-source, and scalable piezoresistive tactile sensing solution designed for robotic end-effectors. FlexiTac is a practical "plug-in" module consisting of (i) thin, flexible tactile sensor pads that provide dense tactile signals and (ii) a compact multi-channel readout board that streams synchronized measurements for real-time control and large-scale data collection. FlexiTac pads adopt a sealed three-layer laminate stack (FPC-Velostat-FPC) with electrode patterns directly integrated into flexible printed circuits, substantially improving fabrication throughput and repeatability while maintaining mechanical compliance for deployment on both rigid and soft grippers. The readout electronics use widely available, low-cost components and stream tactile signals to a host computer at 100 Hz via serial communication. Across multiple configurations, including fingertip pads and larger tactile mats, FlexiTac can be mounted on diverse platforms without major mechanical redesign. We further show that FlexiTac supports modern tactile learning pipelines, including 3D visuo-tactile fusion for contact-aware decision making, cross-embodiment skill transfer, and real-to-sim-to-real fine-tuning with GPU-parallel tactile simulation. Our project page is available at https://flexitac.github.io/.
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