Randomized trial demonstrates precise force/torque measurement in robotics using a novel sensor design, implying improved calibration efficiency.
Miniature multi-axis force/torque sensors are essential for advanced robotics and wearable devices, yet their development is hindered by complex multi-beam structures and laborious calibration. We overcome this by introducing a monolithic 6-axis force/torque sensor constructed from a single, ultrathin-walled piezoceramic shell. This architecture eliminates the need for multi-component assembly and algorithm-driven decoupling, relying instead on the intrinsic mechanical deformation modes of the engineered shell for direct and reliable dynamic force/torque variation measurement. Leveraging this architecture, our sensor enables straightforward calibration and achieves a decoupling accuracy of 99.37% across 120,000 randomized dynamic tests. We fabricated the core sensing element as a 50-μm-thick annular piezoceramic shell to maximize sensitivity and limit of detection, achieving detection limits better than 3 mN in normal force, 4 mN in tangential force, and 0.3 mN·m in torque. We demonstrate a compact, 3.85-gram sensor (2.53 cm³) that integrates seamlessly into robotic grippers for event-driven delicate assembly and into exoskeletons for high-fidelity dynamic monitoring of in-home rehabilitation. This work establishes an architecture for inherently decoupled force/torque sensing, with broad potential in advanced robotics, prosthetics, and personalized medicine. A monolithic 6-axis force/torque sensor utilizing a single ultrathin piezoceramic shell achieves high sensitivity and decoupling accuracy through intrinsic mechanical deformation. This design simplifies calibration and enhances integration into robotics and wearable devices.
No takes yet. Share an insight, caveat, or question.
Gong et al. (2026) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: