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Scaling Fabric-Based Piezoresistive Sensor Arrays for Whole-Body Tactile Sensing
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Scaling Fabric-Based Piezoresistive Sensor Arrays for Whole-Body Tactile Sensing
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Scaling tactile sensing for robust whole-body manipulation is a significant challenge, often limited by wiring complexity, data throughput, and system reliability. This paper presents a complete architecture designed to overcome these barriers. Our approach pairs open-source, fabric-based sensors with custom readout electronics that reduce signal crosstalk to less than 3.3% through hardware-based mitigation. Critically, we introduce a novel, daisy-chained SPI bus topology that avoids the practical limitations of common wireless protocols and the prohibitive wiring complexity of USB hub-based systems. This architecture streams synchronized data from over 8,000 taxels across 1 square meter of sensing area at update rates exceeding 50 FPS, confirming its suitability for real-time control. We validate the system's efficacy in a whole-body grasping task where, without feedback, the robot's open-loop trajectory results in an uncontrolled application of force that slowly crushes a deformable cardboard box. With real-time tactile feedback, the robot transforms this motion into a gentle, stable grasp, successfully manipulating the object without causing structural damage. This work provides a robust and well-characterized platform to enable future research in advanced whole-body control and physical human-robot interaction.
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Cited by 1 Pith paper
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HiPi: Reproducible High-Fidelity Piezoresistive Sensors for Robotic Manipulation
HiPi integrates a compact readout PCB, STM32 MCU, optimized comms, and FPCB layers to deliver 220 Hz readout on 2048-taxel bimanual arrays while raising contact-geometry IoU from 0.428 to 0.797 versus a reproducible baseline.
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