Multimodal sensing and active continuous closed-loop feedback for achieving reliable manipulation in the outdoor physical world

Wesley P. Chan, Hiroto Mizohana, Xiangyu Chen, Yasuto Shiigi, Yoshiyuki Yamanoue, Masaki Nagatsuka, Masayuki Inaba

Research output: Contribution to journalArticleResearchpeer-review

Abstract

The use of field robots can greatly decrease the amount of time, effort, and associated risk compared to if human workers were to carryout certain tasks such as disaster response. However, transportability and reliability remain two main issues for most current robot systems. To address the issue of transportability, we have developed a lightweight modularizable platform named AeroArm. To address the issue of reliability, we utilize a multimodal sensing approach, combining the use of multiple sensors and sensor types, and the use of different detection algorithms, as well as active continuous closed-loop feedback to accurately estimate the state of the robot with respect to the environment. We used Challenge 2 of the 2017 Mohammed Bin Zayed International Robotics Competition as an example outdoor manipulation task, demonstrating the capabilities of our robot system and approach in achieving reliable performance in the fields, and ranked fifth place internationally in the competition.

Original languageEnglish
Pages (from-to)17-33
Number of pages17
JournalJournal of Field Robotics
Volume36
Issue number1
DOIs
Publication statusPublished - 1 Jan 2019
Externally publishedYes

Keywords

  • emergency response
  • mobile manipulation
  • wheeled robots

Cite this