cs.ROMar 29, 2026

Robotic Dexterous Manipulation via Anisotropic Friction Modulation using Passive Rollers

Authors: Ethan Fisk, Taeyoon Lee, Shenli Yuan

Organizations: Department of Mechanical Engineering, Northeastern University, Boston, MA 02115, USA · RAI Institute, Cambridge, MA 02142, USA

Abstract

Controlling friction at the fingertip is fundamental to dexterous manipulation, yet remains difficult to realize in robotic hands. We present the design and analysis of a robotic fingertip equipped with passive rollers that can be selectively braked or pivoted to modulate contact friction and constraint directions. When unbraked, the rollers permit unconstrained sliding of the contact point along the rolling direction; when braked, they resist motion like a conventional fingertip. The rollers are mounted on a pivoting mechanism, allowing reorientation of the constraint frame to accommodate different manipulation tasks. We develop a constraint-based model of the fingertip integrated into a parallel-jaw gripper and analyze its ability to support diverse manipulation strategies. Experiments show that the proposed design enables a wide range of dexterous actions that are conventionally challenging for robotic grippers, including sliding and pivoting within the grasp, robust adaptation to uncertain contacts, multi-object or multi-part manipulation, and interactions requiring asymmetric friction across fingers. These results demonstrate the versatility of passive roller fingertips as a low-complexity, mechanically efficient approach to friction modulation, advancing the development of more adaptable and robust robotic manipulation.

Figures & tables

Explore similar work

CardsList
  1. Compliant In-hand Rolling Manipulation Using Tactile Sensing

    Mar 4, 2026Huan Weng, Yifei Chen, Kevin M. LynchIn-Hand ManipulationRobotic Control

  2. TacDexGrasp: Compliant and Robust Dexterous Grasping with Tactile Feedback

    Mar 7, 2026Yubin Ke, Jiayi Chen, Hang Lv +2Robotic GraspingForce-Controlled Robotic Manipulation

  3. Force-Modulated Dexterity: Unified Compliance for Contact-Rich Manipulation

    Oct 12, 2026Ying Yuan, David Held, Jitendra Malik +1Contact-Rich Robotic ManipulationDexterous Manipulation