English

Strong, Accurate, and Low-Cost Robot Manipulator

Robotics 2025-07-22 v1

Abstract

This paper presents Forte, a fully 3D-printable, 6-DoF robotic arm designed to achieve near industrial-grade performance - 0.63 kg payload, 0.467 m reach, and sub-millimeter repeatability - at a material cost under $215. As an accessible robot for broad applications across classroom education to AI experiments, Forte pushes forward the performance limitations of existing low-cost educational arms. We introduce a cost-effective mechanical design that combines capstan-based cable drives, timing belts, simple tensioning mechanisms, and lightweight 3D-printed structures, along with topology optimization for structural stiffness. Through careful drivetrain engineering, we minimize backlash and maintain control fidelity without relying on high-power electronics or expensive manufacturing processes. Experimental validation demonstrates that Forte achieves high repeatability and load capacity, offering a compelling robotic platform for both classroom instruction and advanced robotics research.

Cite

@article{arxiv.2507.15693,
  title  = {Strong, Accurate, and Low-Cost Robot Manipulator},
  author = {Georges Chebly and Spencer Little and Nisal Perera and Aliya Abedeen and Ken Suzuki and Donghyun Kim},
  journal= {arXiv preprint arXiv:2507.15693},
  year   = {2025}
}
R2 v1 2026-07-01T04:11:31.214Z