Sensors and algorithms for small robot leader/follower behavior

Robert W. Hogg, Arturo L. Rankin, Michael C. McHenry, Daniel M. Helmick, Charles F. Bergh, Stergios I. Roumeliotis, Larry Matthies

Research output: Contribution to journalArticlepeer-review

10 Scopus citations

Abstract

Tracked mobile robots in the 20 kg size class are under development for applications in urban reconnaissance. For efficient deployment, it is desirable for teams of robots to be able to automatically execute leader/follower behaviors, with one or more followers tracking the path taken by a leader. The key challenges to enabling such a capability are (1) to develop sensor packages for such small robots that can accurately determine the path of the leader and (2) to develop path-following algorithms for the subsequent robots. To date, we have integrated gyros, accelerometers, compass/inclinometers, odometry, and differential GPS into an effective sensing package for a small urban robot. This paper describes the sensor package, sensor processing algorithm, and path tracking algorithm we have developed for the leader/follower problem in small robots and shows the results of performance characterization of the system. We also document pragmatic lessons learned about design, construction, and electromagnetic interference issues particular to the performance of state sensors on small robots.

Original languageEnglish (US)
Pages (from-to)72-85
Number of pages14
JournalProceedings of SPIE-The International Society for Optical Engineering
Volume4364
DOIs
StatePublished - 2001

Keywords

  • Kalman filtering
  • Leader/follower
  • Localization
  • Mobile robots
  • Path following
  • Pure pursuit

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