Multiobjective navigation of a guide mobile robot for the visually impaired based on intention inference of obstacles

  • Dong O.H. Kang
  • , Sung Hun Kim
  • , Heyoung Lee
  • , Zeungnam Bien

Research output: Contribution to journalArticlepeer-review

14 Scopus citations

Abstract

Different from ordinary mobile robots used in a well-structured industrial workspace, a guide mobile robot for the visually impaired should be designed in consideration of multiple moving obstacles of various types and with different speeds while it adaptively maintains a certain distance from the user. Here, the moving obstacles mostly refer to pedestrians in intentional motions. Thus, navigation of the guide robot can be facilitated if the intention of each obstacle detected can be known in advance. In the paper, we propose to use a fuzzy grid-type local map in order to infer the intention of a moving obstacle. And, then, we determine the motion control of the robot by adopting a multiobjective decision making method in order to take into consideration various requirements including goal-seeking, multiple obstacle avoidance and maintenance of a certain distance from the user. To show the effectiveness of the proposed method, some experimental results are provided.

Original languageEnglish
Pages (from-to)213-230
Number of pages18
JournalAutonomous Robots
Volume10
Issue number2
DOIs
StatePublished - Mar 2001

Fingerprint

Dive into the research topics of 'Multiobjective navigation of a guide mobile robot for the visually impaired based on intention inference of obstacles'. Together they form a unique fingerprint.

Cite this