Resolution-Exact Planner for Thick Non-Crossing 2-Link Robots

Chee K. Yap, Zhongdi Luo, Ching Hsiang Hsu

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

We consider the path planning problem for a 2-link robot amidst polygonal obstacles. Our robot is parametrizable by the lengths of its two links, the thickness of the links, and an angle that constrains the angle between the 2 links to be strictly greater than. The case and corresponds to “thick non-crossing” robots. This results in a novel 4DOF configuration space where is the torus and the diagonal band of width. We design a resolution-exact planner for this robot using the framework of Soft Subdivision Search (SSS). First, we provide an analysis of the space of forbidden angles, leading to a s5oft predicate for classifying configuration boxes. We further exploit the T/R splitting technique which was previously introduced for self-crossing thin 2-link robots. Our open-source implementation in Core Library achieves real-time performance for a suite of combinatorially non-trivial obstacle sets. Experimentally, our algorithm is significantly better than any of the state-of-art sampling algorithms we looked at, in timing and in success rate.

Original languageEnglish (US)
Title of host publicationSpringer Proceedings in Advanced Robotics
PublisherSpringer Science and Business Media B.V.
Pages576-591
Number of pages16
DOIs
StatePublished - 2020

Publication series

NameSpringer Proceedings in Advanced Robotics
Volume13
ISSN (Print)2511-1256
ISSN (Electronic)2511-1264

ASJC Scopus subject areas

  • Mechanical Engineering
  • Artificial Intelligence
  • Engineering (miscellaneous)
  • Applied Mathematics
  • Electrical and Electronic Engineering
  • Control and Systems Engineering
  • Computer Science Applications

Fingerprint

Dive into the research topics of 'Resolution-Exact Planner for Thick Non-Crossing 2-Link Robots'. Together they form a unique fingerprint.

Cite this